{
    "segments": [
        {
            "id": 1,
            "seek": 2830,
            "start": 7.44,
            "end": 11.4,
            "text": " Hello everyone, Aftab Paki here. We have another great speaker for you.",
            "tokens": [
                50414,
                2425,
                1518,
                11,
                316,
                844,
                455,
                430,
                7421,
                510,
                13,
                492,
                362,
                1071,
                869,
                8145,
                337,
                291,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 7.44,
                    "end": 7.7,
                    "word": " Hello",
                    "probability": 0.37890625
                },
                {
                    "start": 7.7,
                    "end": 8.14,
                    "word": " everyone",
                    "probability": 0.59521484375
                },
                {
                    "start": 8.14,
                    "end": 8.64,
                    "word": ",",
                    "probability": 0.5634765625
                },
                {
                    "start": 8.64,
                    "end": 8.8,
                    "word": " Aftab",
                    "probability": 0.654052734375
                },
                {
                    "start": 8.8,
                    "end": 9.04,
                    "word": " Paki",
                    "probability": 0.3284912109375
                },
                {
                    "start": 9.04,
                    "end": 9.26,
                    "word": " here",
                    "probability": 0.7998046875
                },
                {
                    "start": 9.26,
                    "end": 9.32,
                    "word": ".",
                    "probability": 0.57080078125
                },
                {
                    "start": 9.32,
                    "end": 9.4,
                    "word": " We",
                    "probability": 0.8994140625
                },
                {
                    "start": 9.4,
                    "end": 9.54,
                    "word": " have",
                    "probability": 0.876953125
                },
                {
                    "start": 9.54,
                    "end": 9.78,
                    "word": " another",
                    "probability": 0.84033203125
                },
                {
                    "start": 9.78,
                    "end": 10.08,
                    "word": " great",
                    "probability": 0.87109375
                },
                {
                    "start": 10.08,
                    "end": 10.4,
                    "word": " speaker",
                    "probability": 0.7890625
                },
                {
                    "start": 10.4,
                    "end": 10.66,
                    "word": " for",
                    "probability": 0.8896484375
                },
                {
                    "start": 10.66,
                    "end": 10.88,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 10.88,
                    "end": 11.4,
                    "word": ".",
                    "probability": 0.93115234375
                }
            ]
        },
        {
            "id": 2,
            "seek": 2830,
            "start": 11.64,
            "end": 18.26,
            "text": " We have Mauricio and Olaf with a presentation of Purple on My Mind,",
            "tokens": [
                50614,
                492,
                362,
                26133,
                18322,
                293,
                48961,
                365,
                257,
                5860,
                295,
                28483,
                322,
                1222,
                13719,
                11,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 11.64,
                    "end": 11.9,
                    "word": " We",
                    "probability": 0.88525390625
                },
                {
                    "start": 11.9,
                    "end": 12.38,
                    "word": " have",
                    "probability": 0.87646484375
                },
                {
                    "start": 12.38,
                    "end": 13.28,
                    "word": " Mauricio",
                    "probability": 0.899658203125
                },
                {
                    "start": 13.28,
                    "end": 13.86,
                    "word": " and",
                    "probability": 0.89404296875
                },
                {
                    "start": 13.86,
                    "end": 14.38,
                    "word": " Olaf",
                    "probability": 0.56103515625
                },
                {
                    "start": 14.38,
                    "end": 15.5,
                    "word": " with",
                    "probability": 0.64990234375
                },
                {
                    "start": 15.66,
                    "end": 16.18,
                    "word": " a presentation",
                    "probability": 0.77294921875
                },
                {
                    "start": 16.18,
                    "end": 16.6,
                    "word": " of",
                    "probability": 0.68359375
                },
                {
                    "start": 16.6,
                    "end": 16.86,
                    "word": " Purple",
                    "probability": 0.85888671875
                },
                {
                    "start": 16.86,
                    "end": 17.04,
                    "word": " on",
                    "probability": 0.6455078125
                },
                {
                    "start": 17.04,
                    "end": 17.18,
                    "word": " My",
                    "probability": 0.625
                },
                {
                    "start": 17.18,
                    "end": 17.92,
                    "word": " Mind",
                    "probability": 0.80078125
                },
                {
                    "start": 17.92,
                    "end": 18.26,
                    "word": ",",
                    "probability": 0.5908203125
                }
            ]
        },
        {
            "id": 3,
            "seek": 2830,
            "start": 18.26,
            "end": 22.14,
            "text": " Cost-Effective Automated Adversary Simulation.",
            "tokens": [
                50914,
                20863,
                12,
                36,
                29122,
                24619,
                770,
                1999,
                840,
                822,
                3998,
                2776,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 18.26,
                    "end": 18.48,
                    "word": " Cost",
                    "probability": 0.61767578125
                },
                {
                    "start": 18.48,
                    "end": 18.88,
                    "word": "-Effective",
                    "probability": 0.6521809895833334
                },
                {
                    "start": 18.88,
                    "end": 19.72,
                    "word": " Automated",
                    "probability": 0.9228515625
                },
                {
                    "start": 19.72,
                    "end": 20.4,
                    "word": " Adversary",
                    "probability": 0.86669921875
                },
                {
                    "start": 20.4,
                    "end": 21.62,
                    "word": " Simulation",
                    "probability": 0.956787109375
                },
                {
                    "start": 21.62,
                    "end": 22.14,
                    "word": ".",
                    "probability": 0.70361328125
                }
            ]
        },
        {
            "id": 4,
            "seek": 2830,
            "start": 22.28,
            "end": 26.42,
            "text": " And with that, I will let them take it away. Thank you very much, guys.",
            "tokens": [
                51114,
                400,
                365,
                300,
                11,
                286,
                486,
                718,
                552,
                747,
                309,
                1314,
                13,
                1044,
                291,
                588,
                709,
                11,
                1074,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 22.28,
                    "end": 22.58,
                    "word": " And",
                    "probability": 0.8583984375
                },
                {
                    "start": 22.58,
                    "end": 22.78,
                    "word": " with",
                    "probability": 0.8056640625
                },
                {
                    "start": 22.78,
                    "end": 23.1,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 23.1,
                    "end": 23.58,
                    "word": ",",
                    "probability": 0.837890625
                },
                {
                    "start": 23.58,
                    "end": 23.72,
                    "word": " I",
                    "probability": 0.8935546875
                },
                {
                    "start": 23.72,
                    "end": 23.88,
                    "word": " will",
                    "probability": 0.81396484375
                },
                {
                    "start": 23.88,
                    "end": 24.12,
                    "word": " let",
                    "probability": 0.90478515625
                },
                {
                    "start": 24.12,
                    "end": 24.28,
                    "word": " them",
                    "probability": 0.73779296875
                },
                {
                    "start": 24.28,
                    "end": 24.54,
                    "word": " take",
                    "probability": 0.79638671875
                },
                {
                    "start": 24.54,
                    "end": 24.64,
                    "word": " it",
                    "probability": 0.74365234375
                },
                {
                    "start": 24.64,
                    "end": 24.8,
                    "word": " away",
                    "probability": 0.79052734375
                },
                {
                    "start": 24.8,
                    "end": 25.0,
                    "word": ".",
                    "probability": 0.98876953125
                },
                {
                    "start": 25.0,
                    "end": 25.2,
                    "word": " Thank",
                    "probability": 0.87939453125
                },
                {
                    "start": 25.2,
                    "end": 25.3,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 25.3,
                    "end": 25.46,
                    "word": " very",
                    "probability": 0.73046875
                },
                {
                    "start": 25.46,
                    "end": 25.66,
                    "word": " much",
                    "probability": 0.81884765625
                },
                {
                    "start": 25.66,
                    "end": 25.72,
                    "word": ",",
                    "probability": 0.5927734375
                },
                {
                    "start": 25.72,
                    "end": 25.9,
                    "word": " guys",
                    "probability": 0.88525390625
                },
                {
                    "start": 25.9,
                    "end": 26.42,
                    "word": ".",
                    "probability": 0.984375
                }
            ]
        },
        {
            "id": 5,
            "seek": 2830,
            "start": 27.34,
            "end": 31.1,
            "text": " All right, thank you. Hello, everyone. Welcome to our session.",
            "tokens": [
                51364,
                1057,
                558,
                11,
                1309,
                291,
                13,
                2425,
                11,
                1518,
                13,
                4027,
                281,
                527,
                5481,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 27.34,
                    "end": 27.68,
                    "word": " All",
                    "probability": 0.461669921875
                },
                {
                    "start": 27.68,
                    "end": 27.8,
                    "word": " right",
                    "probability": 0.87841796875
                },
                {
                    "start": 27.8,
                    "end": 27.84,
                    "word": ",",
                    "probability": 0.6728515625
                },
                {
                    "start": 27.84,
                    "end": 28.04,
                    "word": " thank",
                    "probability": 0.81591796875
                },
                {
                    "start": 28.04,
                    "end": 28.22,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 28.22,
                    "end": 28.74,
                    "word": ".",
                    "probability": 0.98779296875
                },
                {
                    "start": 28.76,
                    "end": 29.02,
                    "word": " Hello",
                    "probability": 0.66455078125
                },
                {
                    "start": 29.02,
                    "end": 29.12,
                    "word": ",",
                    "probability": 0.457275390625
                },
                {
                    "start": 29.12,
                    "end": 29.42,
                    "word": " everyone",
                    "probability": 0.89794921875
                },
                {
                    "start": 29.42,
                    "end": 29.74,
                    "word": ".",
                    "probability": 0.8994140625
                },
                {
                    "start": 29.74,
                    "end": 30.12,
                    "word": " Welcome",
                    "probability": 0.81103515625
                },
                {
                    "start": 30.12,
                    "end": 30.42,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 30.42,
                    "end": 30.56,
                    "word": " our",
                    "probability": 0.81298828125
                },
                {
                    "start": 30.56,
                    "end": 30.9,
                    "word": " session",
                    "probability": 0.8154296875
                },
                {
                    "start": 30.9,
                    "end": 31.1,
                    "word": ".",
                    "probability": 0.888671875
                }
            ]
        },
        {
            "id": 6,
            "seek": 2830,
            "start": 31.1,
            "end": 34.98,
            "text": " Welcome to the Blue Team Village. We're really excited to be here.",
            "tokens": [
                51564,
                4027,
                281,
                264,
                8510,
                7606,
                22651,
                13,
                492,
                434,
                534,
                2919,
                281,
                312,
                510,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.32146991320230345,
            "compression_ratio": 1.533596837944664,
            "no_speech_prob": 0.129638671875,
            "words": [
                {
                    "start": 31.1,
                    "end": 31.36,
                    "word": " Welcome",
                    "probability": 0.81298828125
                },
                {
                    "start": 31.36,
                    "end": 31.82,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 31.82,
                    "end": 32.14,
                    "word": " the",
                    "probability": 0.79248046875
                },
                {
                    "start": 32.14,
                    "end": 32.42,
                    "word": " Blue",
                    "probability": 0.88330078125
                },
                {
                    "start": 32.42,
                    "end": 32.64,
                    "word": " Team",
                    "probability": 0.91796875
                },
                {
                    "start": 32.64,
                    "end": 33.08,
                    "word": " Village",
                    "probability": 0.70263671875
                },
                {
                    "start": 33.08,
                    "end": 33.42,
                    "word": ".",
                    "probability": 0.9833984375
                },
                {
                    "start": 33.42,
                    "end": 33.9,
                    "word": " We're",
                    "probability": 0.91162109375
                },
                {
                    "start": 33.9,
                    "end": 34.06,
                    "word": " really",
                    "probability": 0.77587890625
                },
                {
                    "start": 34.06,
                    "end": 34.32,
                    "word": " excited",
                    "probability": 0.8935546875
                },
                {
                    "start": 34.32,
                    "end": 34.5,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 34.5,
                    "end": 34.66,
                    "word": " be",
                    "probability": 0.912109375
                },
                {
                    "start": 34.66,
                    "end": 34.9,
                    "word": " here",
                    "probability": 0.81298828125
                },
                {
                    "start": 34.9,
                    "end": 34.98,
                    "word": ".",
                    "probability": 0.82373046875
                }
            ]
        },
        {
            "id": 7,
            "seek": 5346,
            "start": 34.98,
            "end": 41.78,
            "text": " This is our first time. Thanks to all the organizers for all the hard work.",
            "tokens": [
                50364,
                639,
                307,
                527,
                700,
                565,
                13,
                2561,
                281,
                439,
                264,
                35071,
                337,
                439,
                264,
                1152,
                589,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20329483128760173,
            "compression_ratio": 1.4018691588785046,
            "no_speech_prob": 0.251708984375,
            "words": [
                {
                    "start": 34.98,
                    "end": 35.08,
                    "word": " This",
                    "probability": 0.44873046875
                },
                {
                    "start": 35.08,
                    "end": 35.14,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 35.14,
                    "end": 35.3,
                    "word": " our",
                    "probability": 0.810546875
                },
                {
                    "start": 35.3,
                    "end": 35.56,
                    "word": " first",
                    "probability": 0.80322265625
                },
                {
                    "start": 35.56,
                    "end": 35.94,
                    "word": " time",
                    "probability": 0.8115234375
                },
                {
                    "start": 35.94,
                    "end": 36.5,
                    "word": ".",
                    "probability": 0.63916015625
                },
                {
                    "start": 37.18,
                    "end": 37.74,
                    "word": " Thanks",
                    "probability": 0.7080078125
                },
                {
                    "start": 37.74,
                    "end": 38.0,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 38.0,
                    "end": 38.42,
                    "word": " all",
                    "probability": 0.888671875
                },
                {
                    "start": 38.42,
                    "end": 38.66,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 38.66,
                    "end": 39.28,
                    "word": " organizers",
                    "probability": 0.7119140625
                },
                {
                    "start": 39.28,
                    "end": 40.68,
                    "word": " for",
                    "probability": 0.80908203125
                },
                {
                    "start": 40.68,
                    "end": 40.84,
                    "word": " all",
                    "probability": 0.90185546875
                },
                {
                    "start": 40.84,
                    "end": 40.94,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 40.94,
                    "end": 41.14,
                    "word": " hard",
                    "probability": 0.79541015625
                },
                {
                    "start": 41.14,
                    "end": 41.5,
                    "word": " work",
                    "probability": 0.80712890625
                },
                {
                    "start": 41.5,
                    "end": 41.78,
                    "word": ".",
                    "probability": 0.97998046875
                }
            ]
        },
        {
            "id": 8,
            "seek": 5346,
            "start": 41.78,
            "end": 45.36,
            "text": " My name is Mauricio. I'm Olaf Hartung.",
            "tokens": [
                50714,
                1222,
                1315,
                307,
                26133,
                18322,
                13,
                286,
                478,
                48961,
                21414,
                1063,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20329483128760173,
            "compression_ratio": 1.4018691588785046,
            "no_speech_prob": 0.251708984375,
            "words": [
                {
                    "start": 41.78,
                    "end": 41.88,
                    "word": " My",
                    "probability": 0.89208984375
                },
                {
                    "start": 41.88,
                    "end": 42.08,
                    "word": " name",
                    "probability": 0.80517578125
                },
                {
                    "start": 42.08,
                    "end": 42.22,
                    "word": " is",
                    "probability": 0.9111328125
                },
                {
                    "start": 42.22,
                    "end": 42.7,
                    "word": " Mauricio",
                    "probability": 0.740966796875
                },
                {
                    "start": 42.7,
                    "end": 43.26,
                    "word": ".",
                    "probability": 0.896484375
                },
                {
                    "start": 43.72,
                    "end": 44.28,
                    "word": " I'm",
                    "probability": 0.73388671875
                },
                {
                    "start": 44.28,
                    "end": 44.46,
                    "word": " Olaf",
                    "probability": 0.29931640625
                },
                {
                    "start": 44.46,
                    "end": 44.8,
                    "word": " Hartung",
                    "probability": 0.919189453125
                },
                {
                    "start": 44.8,
                    "end": 45.36,
                    "word": ".",
                    "probability": 0.92333984375
                }
            ]
        },
        {
            "id": 9,
            "seek": 5346,
            "start": 46.2,
            "end": 49.8,
            "text": " And today we're streaming live from the East Coast.",
            "tokens": [
                50914,
                400,
                965,
                321,
                434,
                11791,
                1621,
                490,
                264,
                6747,
                14960,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20329483128760173,
            "compression_ratio": 1.4018691588785046,
            "no_speech_prob": 0.251708984375,
            "words": [
                {
                    "start": 46.2,
                    "end": 46.76,
                    "word": " And",
                    "probability": 0.822265625
                },
                {
                    "start": 46.76,
                    "end": 47.12,
                    "word": " today",
                    "probability": 0.79248046875
                },
                {
                    "start": 47.12,
                    "end": 47.44,
                    "word": " we're",
                    "probability": 0.836669921875
                },
                {
                    "start": 47.44,
                    "end": 47.78,
                    "word": " streaming",
                    "probability": 0.8134765625
                },
                {
                    "start": 47.78,
                    "end": 48.36,
                    "word": " live",
                    "probability": 0.90771484375
                },
                {
                    "start": 48.36,
                    "end": 49.0,
                    "word": " from",
                    "probability": 0.8115234375
                },
                {
                    "start": 49.0,
                    "end": 49.24,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 49.24,
                    "end": 49.48,
                    "word": " East",
                    "probability": 0.64501953125
                },
                {
                    "start": 49.48,
                    "end": 49.7,
                    "word": " Coast",
                    "probability": 0.69970703125
                },
                {
                    "start": 49.7,
                    "end": 49.8,
                    "word": ".",
                    "probability": 0.2410888671875
                }
            ]
        },
        {
            "id": 10,
            "seek": 5346,
            "start": 49.8,
            "end": 56.26,
            "text": " Myself, 10.30 here, and Olaf here is in Europe where it's 4.30 a.m. right now.",
            "tokens": [
                51114,
                37795,
                1967,
                11,
                1266,
                13,
                3446,
                510,
                11,
                293,
                48961,
                510,
                307,
                294,
                3315,
                689,
                309,
                311,
                1017,
                13,
                3446,
                257,
                13,
                76,
                13,
                558,
                586,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20329483128760173,
            "compression_ratio": 1.4018691588785046,
            "no_speech_prob": 0.251708984375,
            "words": [
                {
                    "start": 49.8,
                    "end": 50.24,
                    "word": " Myself",
                    "probability": 0.904541015625
                },
                {
                    "start": 50.24,
                    "end": 50.38,
                    "word": ",",
                    "probability": 0.6279296875
                },
                {
                    "start": 50.38,
                    "end": 50.5,
                    "word": " 10",
                    "probability": 0.85595703125
                },
                {
                    "start": 50.5,
                    "end": 50.74,
                    "word": ".30",
                    "probability": 0.69384765625
                },
                {
                    "start": 50.74,
                    "end": 51.18,
                    "word": " here",
                    "probability": 0.7353515625
                },
                {
                    "start": 51.18,
                    "end": 51.44,
                    "word": ",",
                    "probability": 0.432373046875
                },
                {
                    "start": 51.44,
                    "end": 51.8,
                    "word": " and",
                    "probability": 0.888671875
                },
                {
                    "start": 51.8,
                    "end": 52.1,
                    "word": " Olaf",
                    "probability": 0.73974609375
                },
                {
                    "start": 52.1,
                    "end": 52.52,
                    "word": " here",
                    "probability": 0.75927734375
                },
                {
                    "start": 52.52,
                    "end": 52.76,
                    "word": " is",
                    "probability": 0.81787109375
                },
                {
                    "start": 52.76,
                    "end": 52.92,
                    "word": " in",
                    "probability": 0.90478515625
                },
                {
                    "start": 52.92,
                    "end": 53.32,
                    "word": " Europe",
                    "probability": 0.69873046875
                },
                {
                    "start": 53.32,
                    "end": 54.04,
                    "word": " where",
                    "probability": 0.53466796875
                },
                {
                    "start": 54.04,
                    "end": 54.42,
                    "word": " it's",
                    "probability": 0.941650390625
                },
                {
                    "start": 54.42,
                    "end": 54.72,
                    "word": " 4",
                    "probability": 0.9814453125
                },
                {
                    "start": 54.72,
                    "end": 55.12,
                    "word": ".30",
                    "probability": 0.986328125
                },
                {
                    "start": 55.52,
                    "end": 55.7,
                    "word": " a.m",
                    "probability": 0.9990234375
                },
                {
                    "start": 55.7,
                    "end": 55.7,
                    "word": ".",
                    "probability": 0.9501953125
                },
                {
                    "start": 55.7,
                    "end": 55.9,
                    "word": " right",
                    "probability": 0.8349609375
                },
                {
                    "start": 55.9,
                    "end": 56.18,
                    "word": " now",
                    "probability": 0.8955078125
                },
                {
                    "start": 56.18,
                    "end": 56.26,
                    "word": ".",
                    "probability": 0.62890625
                }
            ]
        },
        {
            "id": 11,
            "seek": 5346,
            "start": 56.26,
            "end": 60.14,
            "text": " So I hope that he doesn't fall asleep during our talk.",
            "tokens": [
                51414,
                407,
                286,
                1454,
                300,
                415,
                1177,
                380,
                2100,
                11039,
                1830,
                527,
                751,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20329483128760173,
            "compression_ratio": 1.4018691588785046,
            "no_speech_prob": 0.251708984375,
            "words": [
                {
                    "start": 56.26,
                    "end": 56.46,
                    "word": " So",
                    "probability": 0.884765625
                },
                {
                    "start": 56.46,
                    "end": 57.24,
                    "word": " I",
                    "probability": 0.8115234375
                },
                {
                    "start": 57.24,
                    "end": 57.52,
                    "word": " hope",
                    "probability": 0.8310546875
                },
                {
                    "start": 57.52,
                    "end": 57.7,
                    "word": " that",
                    "probability": 0.87451171875
                },
                {
                    "start": 57.7,
                    "end": 57.82,
                    "word": " he",
                    "probability": 0.912109375
                },
                {
                    "start": 57.82,
                    "end": 58.1,
                    "word": " doesn't",
                    "probability": 0.934326171875
                },
                {
                    "start": 58.1,
                    "end": 58.36,
                    "word": " fall",
                    "probability": 0.8232421875
                },
                {
                    "start": 58.36,
                    "end": 58.62,
                    "word": " asleep",
                    "probability": 0.796875
                },
                {
                    "start": 58.62,
                    "end": 58.88,
                    "word": " during",
                    "probability": 0.80712890625
                },
                {
                    "start": 58.88,
                    "end": 59.14,
                    "word": " our",
                    "probability": 0.8154296875
                },
                {
                    "start": 59.14,
                    "end": 59.58,
                    "word": " talk",
                    "probability": 0.80859375
                },
                {
                    "start": 59.58,
                    "end": 60.14,
                    "word": ".",
                    "probability": 0.974609375
                }
            ]
        },
        {
            "id": 12,
            "seek": 8000,
            "start": 60.14,
            "end": 68.64,
            "text": " Today we're going to be talking about setting up a cost-effective adversary simulation program.",
            "tokens": [
                50364,
                2692,
                321,
                434,
                516,
                281,
                312,
                1417,
                466,
                3287,
                493,
                257,
                2063,
                12,
                45122,
                48222,
                16575,
                1461,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22131848661866907,
            "compression_ratio": 1.635,
            "no_speech_prob": 0.018463134765625,
            "words": [
                {
                    "start": 60.14,
                    "end": 61.16,
                    "word": " Today",
                    "probability": 0.8046875
                },
                {
                    "start": 61.16,
                    "end": 61.54,
                    "word": " we're",
                    "probability": 0.6846923828125
                },
                {
                    "start": 61.54,
                    "end": 61.64,
                    "word": " going",
                    "probability": 0.2496337890625
                },
                {
                    "start": 61.64,
                    "end": 61.9,
                    "word": " to",
                    "probability": 0.89111328125
                },
                {
                    "start": 61.9,
                    "end": 62.44,
                    "word": " be",
                    "probability": 0.775390625
                },
                {
                    "start": 62.44,
                    "end": 62.84,
                    "word": " talking",
                    "probability": 0.75634765625
                },
                {
                    "start": 62.84,
                    "end": 63.36,
                    "word": " about",
                    "probability": 0.81396484375
                },
                {
                    "start": 63.36,
                    "end": 64.4,
                    "word": " setting",
                    "probability": 0.75341796875
                },
                {
                    "start": 64.4,
                    "end": 64.62,
                    "word": " up",
                    "probability": 0.908203125
                },
                {
                    "start": 64.76,
                    "end": 65.0,
                    "word": " a cost",
                    "probability": 0.76904296875
                },
                {
                    "start": 65.0,
                    "end": 65.5,
                    "word": "-effective",
                    "probability": 0.5841064453125
                },
                {
                    "start": 65.5,
                    "end": 66.24,
                    "word": " adversary",
                    "probability": 0.67822265625
                },
                {
                    "start": 66.24,
                    "end": 67.14,
                    "word": " simulation",
                    "probability": 0.93359375
                },
                {
                    "start": 67.14,
                    "end": 67.84,
                    "word": " program",
                    "probability": 0.7646484375
                },
                {
                    "start": 67.84,
                    "end": 68.64,
                    "word": ".",
                    "probability": 0.99462890625
                }
            ]
        },
        {
            "id": 13,
            "seek": 8000,
            "start": 69.28,
            "end": 75.26,
            "text": " First, we're going to go over a quick introduction, define the problem statement.",
            "tokens": [
                50814,
                2386,
                11,
                321,
                434,
                516,
                281,
                352,
                670,
                257,
                1702,
                9339,
                11,
                6964,
                264,
                1154,
                5629,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22131848661866907,
            "compression_ratio": 1.635,
            "no_speech_prob": 0.018463134765625,
            "words": [
                {
                    "start": 69.28,
                    "end": 69.64,
                    "word": " First",
                    "probability": 0.884765625
                },
                {
                    "start": 69.64,
                    "end": 69.8,
                    "word": ",",
                    "probability": 0.66845703125
                },
                {
                    "start": 69.8,
                    "end": 69.82,
                    "word": " we're",
                    "probability": 0.925537109375
                },
                {
                    "start": 69.82,
                    "end": 69.92,
                    "word": " going",
                    "probability": 0.810546875
                },
                {
                    "start": 69.92,
                    "end": 70.2,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 70.2,
                    "end": 70.78,
                    "word": " go",
                    "probability": 0.87060546875
                },
                {
                    "start": 70.78,
                    "end": 71.02,
                    "word": " over",
                    "probability": 0.8798828125
                },
                {
                    "start": 71.16,
                    "end": 71.34,
                    "word": " a quick",
                    "probability": 0.9150390625
                },
                {
                    "start": 71.34,
                    "end": 71.9,
                    "word": " introduction",
                    "probability": 0.8291015625
                },
                {
                    "start": 71.9,
                    "end": 72.74,
                    "word": ",",
                    "probability": 0.8603515625
                },
                {
                    "start": 72.74,
                    "end": 73.22,
                    "word": " define",
                    "probability": 0.90966796875
                },
                {
                    "start": 73.22,
                    "end": 73.48,
                    "word": " the",
                    "probability": 0.7900390625
                },
                {
                    "start": 73.48,
                    "end": 73.88,
                    "word": " problem",
                    "probability": 0.77783203125
                },
                {
                    "start": 73.88,
                    "end": 74.46,
                    "word": " statement",
                    "probability": 0.84619140625
                },
                {
                    "start": 74.46,
                    "end": 75.26,
                    "word": ".",
                    "probability": 0.71875
                }
            ]
        },
        {
            "id": 14,
            "seek": 8000,
            "start": 75.74,
            "end": 81.48,
            "text": " Then we're going to talk about automated adversary simulation or Purple Teaming",
            "tokens": [
                51164,
                1396,
                321,
                434,
                516,
                281,
                751,
                466,
                18473,
                48222,
                16575,
                420,
                28483,
                7606,
                278,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22131848661866907,
            "compression_ratio": 1.635,
            "no_speech_prob": 0.018463134765625,
            "words": [
                {
                    "start": 75.74,
                    "end": 76.54,
                    "word": " Then",
                    "probability": 0.81396484375
                },
                {
                    "start": 76.54,
                    "end": 76.74,
                    "word": " we're",
                    "probability": 0.893798828125
                },
                {
                    "start": 76.74,
                    "end": 76.82,
                    "word": " going",
                    "probability": 0.8525390625
                },
                {
                    "start": 76.82,
                    "end": 77.04,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 77.04,
                    "end": 77.4,
                    "word": " talk",
                    "probability": 0.81298828125
                },
                {
                    "start": 77.4,
                    "end": 77.98,
                    "word": " about",
                    "probability": 0.80810546875
                },
                {
                    "start": 77.98,
                    "end": 79.4,
                    "word": " automated",
                    "probability": 0.884765625
                },
                {
                    "start": 79.4,
                    "end": 79.82,
                    "word": " adversary",
                    "probability": 0.72021484375
                },
                {
                    "start": 79.82,
                    "end": 80.42,
                    "word": " simulation",
                    "probability": 0.9384765625
                },
                {
                    "start": 80.42,
                    "end": 80.74,
                    "word": " or",
                    "probability": 0.5830078125
                },
                {
                    "start": 80.74,
                    "end": 81.0,
                    "word": " Purple",
                    "probability": 0.498046875
                },
                {
                    "start": 81.0,
                    "end": 81.48,
                    "word": " Teaming",
                    "probability": 0.6419677734375
                }
            ]
        },
        {
            "id": 15,
            "seek": 8000,
            "start": 81.48,
            "end": 86.68,
            "text": " and kind of describe a methodology and a framework that works for us,",
            "tokens": [
                51414,
                293,
                733,
                295,
                6786,
                257,
                24850,
                293,
                257,
                8388,
                300,
                1985,
                337,
                505,
                11,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22131848661866907,
            "compression_ratio": 1.635,
            "no_speech_prob": 0.018463134765625,
            "words": [
                {
                    "start": 81.48,
                    "end": 81.9,
                    "word": " and",
                    "probability": 0.63525390625
                },
                {
                    "start": 81.9,
                    "end": 82.14,
                    "word": " kind",
                    "probability": 0.56591796875
                },
                {
                    "start": 82.14,
                    "end": 82.24,
                    "word": " of",
                    "probability": 0.908203125
                },
                {
                    "start": 82.24,
                    "end": 82.76,
                    "word": " describe",
                    "probability": 0.74658203125
                },
                {
                    "start": 83.26,
                    "end": 83.88,
                    "word": " a methodology",
                    "probability": 0.8564453125
                },
                {
                    "start": 83.88,
                    "end": 84.42,
                    "word": " and",
                    "probability": 0.85791015625
                },
                {
                    "start": 84.58,
                    "end": 84.88,
                    "word": " a framework",
                    "probability": 0.7822265625
                },
                {
                    "start": 84.88,
                    "end": 85.34,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 85.34,
                    "end": 86.06,
                    "word": " works",
                    "probability": 0.72021484375
                },
                {
                    "start": 86.06,
                    "end": 86.32,
                    "word": " for",
                    "probability": 0.89453125
                },
                {
                    "start": 86.32,
                    "end": 86.62,
                    "word": " us",
                    "probability": 0.90185546875
                },
                {
                    "start": 86.62,
                    "end": 86.68,
                    "word": ",",
                    "probability": 0.5654296875
                }
            ]
        },
        {
            "id": 16,
            "seek": 10800,
            "start": 86.68,
            "end": 89.64,
            "text": " that we've experienced and we use.",
            "tokens": [
                50364,
                300,
                321,
                600,
                6751,
                293,
                321,
                764,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20566406305879353,
            "compression_ratio": 1.542857142857143,
            "no_speech_prob": 0.2066650390625,
            "words": [
                {
                    "start": 86.68,
                    "end": 86.82,
                    "word": " that",
                    "probability": 0.82568359375
                },
                {
                    "start": 86.82,
                    "end": 87.08,
                    "word": " we've",
                    "probability": 0.919677734375
                },
                {
                    "start": 87.08,
                    "end": 87.76,
                    "word": " experienced",
                    "probability": 0.8583984375
                },
                {
                    "start": 87.76,
                    "end": 88.26,
                    "word": " and",
                    "probability": 0.8623046875
                },
                {
                    "start": 88.26,
                    "end": 88.42,
                    "word": " we",
                    "probability": 0.9072265625
                },
                {
                    "start": 88.42,
                    "end": 88.96,
                    "word": " use",
                    "probability": 0.80322265625
                },
                {
                    "start": 88.96,
                    "end": 89.64,
                    "word": ".",
                    "probability": 0.74951171875
                }
            ]
        },
        {
            "id": 17,
            "seek": 10800,
            "start": 89.96,
            "end": 97.62,
            "text": " We're going to go over the available tooling to execute this type of engagement.",
            "tokens": [
                50514,
                492,
                434,
                516,
                281,
                352,
                670,
                264,
                2435,
                46593,
                281,
                14483,
                341,
                2010,
                295,
                8742,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20566406305879353,
            "compression_ratio": 1.542857142857143,
            "no_speech_prob": 0.2066650390625,
            "words": [
                {
                    "start": 89.96,
                    "end": 90.64,
                    "word": " We're",
                    "probability": 0.927734375
                },
                {
                    "start": 90.64,
                    "end": 90.72,
                    "word": " going",
                    "probability": 0.53076171875
                },
                {
                    "start": 90.72,
                    "end": 90.8,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 90.8,
                    "end": 90.98,
                    "word": " go",
                    "probability": 0.89599609375
                },
                {
                    "start": 90.98,
                    "end": 91.3,
                    "word": " over",
                    "probability": 0.87255859375
                },
                {
                    "start": 91.3,
                    "end": 91.84,
                    "word": " the",
                    "probability": 0.7958984375
                },
                {
                    "start": 91.84,
                    "end": 93.04,
                    "word": " available",
                    "probability": 0.70751953125
                },
                {
                    "start": 93.04,
                    "end": 93.62,
                    "word": " tooling",
                    "probability": 0.873046875
                },
                {
                    "start": 93.62,
                    "end": 94.06,
                    "word": " to",
                    "probability": 0.89697265625
                },
                {
                    "start": 94.06,
                    "end": 94.56,
                    "word": " execute",
                    "probability": 0.86865234375
                },
                {
                    "start": 94.56,
                    "end": 94.94,
                    "word": " this",
                    "probability": 0.5244140625
                },
                {
                    "start": 94.94,
                    "end": 95.18,
                    "word": " type",
                    "probability": 0.93310546875
                },
                {
                    "start": 95.18,
                    "end": 95.58,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 95.58,
                    "end": 96.94,
                    "word": " engagement",
                    "probability": 0.62744140625
                },
                {
                    "start": 96.94,
                    "end": 97.62,
                    "word": ".",
                    "probability": 0.8720703125
                }
            ]
        },
        {
            "id": 18,
            "seek": 10800,
            "start": 97.7,
            "end": 102.98,
            "text": " And finally, we're going to talk about, show you the open source tools that we've built",
            "tokens": [
                50914,
                400,
                2721,
                11,
                321,
                434,
                516,
                281,
                751,
                466,
                11,
                855,
                291,
                264,
                1269,
                4009,
                3873,
                300,
                321,
                600,
                3094,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20566406305879353,
            "compression_ratio": 1.542857142857143,
            "no_speech_prob": 0.2066650390625,
            "words": [
                {
                    "start": 97.7,
                    "end": 97.92,
                    "word": " And",
                    "probability": 0.88037109375
                },
                {
                    "start": 97.92,
                    "end": 98.26,
                    "word": " finally",
                    "probability": 0.771484375
                },
                {
                    "start": 98.26,
                    "end": 98.6,
                    "word": ",",
                    "probability": 0.93115234375
                },
                {
                    "start": 98.6,
                    "end": 99.1,
                    "word": " we're",
                    "probability": 0.92822265625
                },
                {
                    "start": 99.1,
                    "end": 99.22,
                    "word": " going",
                    "probability": 0.85595703125
                },
                {
                    "start": 99.22,
                    "end": 99.34,
                    "word": " to",
                    "probability": 0.91015625
                },
                {
                    "start": 99.34,
                    "end": 99.54,
                    "word": " talk",
                    "probability": 0.517578125
                },
                {
                    "start": 99.54,
                    "end": 100.08,
                    "word": " about",
                    "probability": 0.814453125
                },
                {
                    "start": 100.08,
                    "end": 100.32,
                    "word": ",",
                    "probability": 0.465576171875
                },
                {
                    "start": 100.32,
                    "end": 100.84,
                    "word": " show",
                    "probability": 0.8642578125
                },
                {
                    "start": 100.84,
                    "end": 101.08,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 101.08,
                    "end": 101.34,
                    "word": " the",
                    "probability": 0.71875
                },
                {
                    "start": 101.34,
                    "end": 101.64,
                    "word": " open",
                    "probability": 0.7578125
                },
                {
                    "start": 101.64,
                    "end": 101.86,
                    "word": " source",
                    "probability": 0.65185546875
                },
                {
                    "start": 101.86,
                    "end": 102.2,
                    "word": " tools",
                    "probability": 0.794921875
                },
                {
                    "start": 102.2,
                    "end": 102.38,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 102.38,
                    "end": 102.64,
                    "word": " we've",
                    "probability": 0.901611328125
                },
                {
                    "start": 102.64,
                    "end": 102.98,
                    "word": " built",
                    "probability": 0.9287109375
                }
            ]
        },
        {
            "id": 19,
            "seek": 10800,
            "start": 103.68,
            "end": 114.68,
            "text": " and now how we've integrated them as a POC really for this talk to set up a cost-effective adversary simulation program.",
            "tokens": [
                51214,
                293,
                586,
                577,
                321,
                600,
                10919,
                552,
                382,
                257,
                22299,
                34,
                534,
                337,
                341,
                751,
                281,
                992,
                493,
                257,
                2063,
                12,
                45122,
                48222,
                16575,
                1461,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20566406305879353,
            "compression_ratio": 1.542857142857143,
            "no_speech_prob": 0.2066650390625,
            "words": [
                {
                    "start": 103.68,
                    "end": 104.06,
                    "word": " and",
                    "probability": 0.5244140625
                },
                {
                    "start": 104.06,
                    "end": 104.34,
                    "word": " now",
                    "probability": 0.62646484375
                },
                {
                    "start": 104.34,
                    "end": 104.62,
                    "word": " how",
                    "probability": 0.833984375
                },
                {
                    "start": 104.62,
                    "end": 104.98,
                    "word": " we've",
                    "probability": 0.934814453125
                },
                {
                    "start": 104.98,
                    "end": 105.54,
                    "word": " integrated",
                    "probability": 0.68505859375
                },
                {
                    "start": 105.54,
                    "end": 106.02,
                    "word": " them",
                    "probability": 0.7490234375
                },
                {
                    "start": 106.02,
                    "end": 106.84,
                    "word": " as",
                    "probability": 0.85400390625
                },
                {
                    "start": 107.02,
                    "end": 107.66,
                    "word": " a POC",
                    "probability": 0.90185546875
                },
                {
                    "start": 107.66,
                    "end": 108.06,
                    "word": " really",
                    "probability": 0.49365234375
                },
                {
                    "start": 108.06,
                    "end": 108.3,
                    "word": " for",
                    "probability": 0.81640625
                },
                {
                    "start": 108.3,
                    "end": 108.56,
                    "word": " this",
                    "probability": 0.89404296875
                },
                {
                    "start": 108.56,
                    "end": 108.9,
                    "word": " talk",
                    "probability": 0.8056640625
                },
                {
                    "start": 108.9,
                    "end": 109.34,
                    "word": " to",
                    "probability": 0.82177734375
                },
                {
                    "start": 109.34,
                    "end": 111.52,
                    "word": " set",
                    "probability": 0.83251953125
                },
                {
                    "start": 111.52,
                    "end": 111.68,
                    "word": " up",
                    "probability": 0.9140625
                },
                {
                    "start": 111.82,
                    "end": 112.02,
                    "word": " a cost",
                    "probability": 0.80419921875
                },
                {
                    "start": 112.02,
                    "end": 112.52,
                    "word": "-effective",
                    "probability": 0.55859375
                },
                {
                    "start": 112.52,
                    "end": 113.12,
                    "word": " adversary",
                    "probability": 0.32177734375
                },
                {
                    "start": 113.12,
                    "end": 113.74,
                    "word": " simulation",
                    "probability": 0.9248046875
                },
                {
                    "start": 113.74,
                    "end": 114.14,
                    "word": " program",
                    "probability": 0.734375
                },
                {
                    "start": 114.14,
                    "end": 114.68,
                    "word": ".",
                    "probability": 0.974609375
                }
            ]
        },
        {
            "id": 20,
            "seek": 13530,
            "start": 114.68,
            "end": 120.14,
            "text": " We have 20 minutes of demos of our tools being integrated, so I hope you enjoy it.",
            "tokens": [
                50364,
                492,
                362,
                945,
                2077,
                295,
                33788,
                295,
                527,
                3873,
                885,
                10919,
                11,
                370,
                286,
                1454,
                291,
                2103,
                309,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22580645674018449,
            "compression_ratio": 1.5454545454545454,
            "no_speech_prob": 0.0164031982421875,
            "words": [
                {
                    "start": 114.68,
                    "end": 115.0,
                    "word": " We",
                    "probability": 0.2294921875
                },
                {
                    "start": 115.0,
                    "end": 115.26,
                    "word": " have",
                    "probability": 0.86572265625
                },
                {
                    "start": 115.26,
                    "end": 115.54,
                    "word": " 20",
                    "probability": 0.857421875
                },
                {
                    "start": 115.54,
                    "end": 115.82,
                    "word": " minutes",
                    "probability": 0.87060546875
                },
                {
                    "start": 115.82,
                    "end": 116.02,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 116.02,
                    "end": 116.38,
                    "word": " demos",
                    "probability": 0.84716796875
                },
                {
                    "start": 116.38,
                    "end": 116.74,
                    "word": " of",
                    "probability": 0.8564453125
                },
                {
                    "start": 116.74,
                    "end": 117.3,
                    "word": " our",
                    "probability": 0.2332763671875
                },
                {
                    "start": 117.3,
                    "end": 117.64,
                    "word": " tools",
                    "probability": 0.77587890625
                },
                {
                    "start": 117.64,
                    "end": 117.92,
                    "word": " being",
                    "probability": 0.84326171875
                },
                {
                    "start": 117.92,
                    "end": 118.44,
                    "word": " integrated",
                    "probability": 0.7099609375
                },
                {
                    "start": 118.44,
                    "end": 118.62,
                    "word": ",",
                    "probability": 0.2215576171875
                },
                {
                    "start": 118.62,
                    "end": 118.7,
                    "word": " so",
                    "probability": 0.86083984375
                },
                {
                    "start": 118.7,
                    "end": 118.94,
                    "word": " I",
                    "probability": 0.982421875
                },
                {
                    "start": 118.94,
                    "end": 119.16,
                    "word": " hope",
                    "probability": 0.8154296875
                },
                {
                    "start": 119.16,
                    "end": 119.6,
                    "word": " you",
                    "probability": 0.8505859375
                },
                {
                    "start": 119.6,
                    "end": 119.92,
                    "word": " enjoy",
                    "probability": 0.64111328125
                },
                {
                    "start": 119.92,
                    "end": 120.08,
                    "word": " it",
                    "probability": 0.802734375
                },
                {
                    "start": 120.08,
                    "end": 120.14,
                    "word": ".",
                    "probability": 0.8505859375
                }
            ]
        },
        {
            "id": 21,
            "seek": 13530,
            "start": 120.14,
            "end": 126.64,
            "text": " We had a lot of fun building the demos, so I hope you have fun and get something out of this.",
            "tokens": [
                50614,
                492,
                632,
                257,
                688,
                295,
                1019,
                2390,
                264,
                33788,
                11,
                370,
                286,
                1454,
                291,
                362,
                1019,
                293,
                483,
                746,
                484,
                295,
                341,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22580645674018449,
            "compression_ratio": 1.5454545454545454,
            "no_speech_prob": 0.0164031982421875,
            "words": [
                {
                    "start": 120.14,
                    "end": 120.22,
                    "word": " We",
                    "probability": 0.90087890625
                },
                {
                    "start": 120.22,
                    "end": 120.64,
                    "word": " had",
                    "probability": 0.81494140625
                },
                {
                    "start": 120.76,
                    "end": 120.88,
                    "word": " a lot",
                    "probability": 0.904296875
                },
                {
                    "start": 120.88,
                    "end": 121.08,
                    "word": " of",
                    "probability": 0.8994140625
                },
                {
                    "start": 121.08,
                    "end": 121.4,
                    "word": " fun",
                    "probability": 0.89501953125
                },
                {
                    "start": 121.4,
                    "end": 122.32,
                    "word": " building",
                    "probability": 0.7802734375
                },
                {
                    "start": 122.32,
                    "end": 122.54,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 122.54,
                    "end": 122.88,
                    "word": " demos",
                    "probability": 0.69384765625
                },
                {
                    "start": 122.88,
                    "end": 123.1,
                    "word": ",",
                    "probability": 0.7451171875
                },
                {
                    "start": 123.1,
                    "end": 123.24,
                    "word": " so",
                    "probability": 0.88916015625
                },
                {
                    "start": 123.24,
                    "end": 123.44,
                    "word": " I",
                    "probability": 0.58447265625
                },
                {
                    "start": 123.44,
                    "end": 123.48,
                    "word": " hope",
                    "probability": 0.8232421875
                },
                {
                    "start": 123.48,
                    "end": 123.72,
                    "word": " you",
                    "probability": 0.8916015625
                },
                {
                    "start": 123.72,
                    "end": 124.08,
                    "word": " have",
                    "probability": 0.8251953125
                },
                {
                    "start": 124.08,
                    "end": 124.36,
                    "word": " fun",
                    "probability": 0.900390625
                },
                {
                    "start": 124.36,
                    "end": 124.76,
                    "word": " and",
                    "probability": 0.8857421875
                },
                {
                    "start": 124.76,
                    "end": 125.2,
                    "word": " get",
                    "probability": 0.87548828125
                },
                {
                    "start": 125.2,
                    "end": 125.5,
                    "word": " something",
                    "probability": 0.73095703125
                },
                {
                    "start": 125.5,
                    "end": 125.72,
                    "word": " out",
                    "probability": 0.82373046875
                },
                {
                    "start": 125.72,
                    "end": 125.86,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 125.86,
                    "end": 126.1,
                    "word": " this",
                    "probability": 0.87353515625
                },
                {
                    "start": 126.1,
                    "end": 126.64,
                    "word": ".",
                    "probability": 0.9931640625
                }
            ]
        },
        {
            "id": 22,
            "seek": 13530,
            "start": 127.88,
            "end": 131.72,
            "text": " Okay, so we'll start real quick with introductions.",
            "tokens": [
                51014,
                1033,
                11,
                370,
                321,
                603,
                722,
                957,
                1702,
                365,
                48032,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22580645674018449,
            "compression_ratio": 1.5454545454545454,
            "no_speech_prob": 0.0164031982421875,
            "words": [
                {
                    "start": 127.88,
                    "end": 128.42,
                    "word": " Okay",
                    "probability": 0.52099609375
                },
                {
                    "start": 128.42,
                    "end": 128.62,
                    "word": ",",
                    "probability": 0.8173828125
                },
                {
                    "start": 128.62,
                    "end": 128.74,
                    "word": " so",
                    "probability": 0.84228515625
                },
                {
                    "start": 128.74,
                    "end": 128.98,
                    "word": " we'll",
                    "probability": 0.8974609375
                },
                {
                    "start": 128.98,
                    "end": 129.22,
                    "word": " start",
                    "probability": 0.86474609375
                },
                {
                    "start": 129.22,
                    "end": 129.4,
                    "word": " real",
                    "probability": 0.8466796875
                },
                {
                    "start": 129.4,
                    "end": 129.7,
                    "word": " quick",
                    "probability": 0.92333984375
                },
                {
                    "start": 129.7,
                    "end": 130.4,
                    "word": " with",
                    "probability": 0.81396484375
                },
                {
                    "start": 130.4,
                    "end": 131.18,
                    "word": " introductions",
                    "probability": 0.70751953125
                },
                {
                    "start": 131.18,
                    "end": 131.72,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 23,
            "seek": 13530,
            "start": 133.16,
            "end": 135.02,
            "text": " My name is Olaf Hartong.",
            "tokens": [
                51264,
                1222,
                1315,
                307,
                48961,
                21414,
                556,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22580645674018449,
            "compression_ratio": 1.5454545454545454,
            "no_speech_prob": 0.0164031982421875,
            "words": [
                {
                    "start": 133.16,
                    "end": 133.58,
                    "word": " My",
                    "probability": 0.2135009765625
                },
                {
                    "start": 133.58,
                    "end": 133.78,
                    "word": " name",
                    "probability": 0.81005859375
                },
                {
                    "start": 133.78,
                    "end": 133.9,
                    "word": " is",
                    "probability": 0.91064453125
                },
                {
                    "start": 133.9,
                    "end": 134.1,
                    "word": " Olaf",
                    "probability": 0.62451171875
                },
                {
                    "start": 134.1,
                    "end": 134.48,
                    "word": " Hartong",
                    "probability": 0.71826171875
                },
                {
                    "start": 134.48,
                    "end": 135.02,
                    "word": ".",
                    "probability": 0.7392578125
                }
            ]
        },
        {
            "id": 24,
            "seek": 13530,
            "start": 135.68,
            "end": 141.98,
            "text": " I'm based in the Netherlands where I founded FalconForce together with a couple of really smart people.",
            "tokens": [
                51414,
                286,
                478,
                2361,
                294,
                264,
                20873,
                689,
                286,
                13234,
                31801,
                12587,
                384,
                1214,
                365,
                257,
                1916,
                295,
                534,
                4069,
                561,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22580645674018449,
            "compression_ratio": 1.5454545454545454,
            "no_speech_prob": 0.0164031982421875,
            "words": [
                {
                    "start": 135.68,
                    "end": 136.22,
                    "word": " I'm",
                    "probability": 0.98828125
                },
                {
                    "start": 136.22,
                    "end": 136.44,
                    "word": " based",
                    "probability": 0.7509765625
                },
                {
                    "start": 136.44,
                    "end": 136.56,
                    "word": " in",
                    "probability": 0.90869140625
                },
                {
                    "start": 136.56,
                    "end": 136.7,
                    "word": " the",
                    "probability": 0.765625
                },
                {
                    "start": 136.7,
                    "end": 137.08,
                    "word": " Netherlands",
                    "probability": 0.74560546875
                },
                {
                    "start": 137.08,
                    "end": 137.76,
                    "word": " where",
                    "probability": 0.416748046875
                },
                {
                    "start": 137.76,
                    "end": 137.92,
                    "word": " I",
                    "probability": 0.998046875
                },
                {
                    "start": 137.92,
                    "end": 138.28,
                    "word": " founded",
                    "probability": 0.80712890625
                },
                {
                    "start": 138.28,
                    "end": 139.42,
                    "word": " FalconForce",
                    "probability": 0.7388509114583334
                },
                {
                    "start": 139.42,
                    "end": 139.76,
                    "word": " together",
                    "probability": 0.71630859375
                },
                {
                    "start": 139.76,
                    "end": 139.98,
                    "word": " with",
                    "probability": 0.81298828125
                },
                {
                    "start": 140.1,
                    "end": 140.3,
                    "word": " a couple",
                    "probability": 0.80029296875
                },
                {
                    "start": 140.3,
                    "end": 140.46,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 140.46,
                    "end": 140.68,
                    "word": " really",
                    "probability": 0.77587890625
                },
                {
                    "start": 140.68,
                    "end": 141.02,
                    "word": " smart",
                    "probability": 0.875
                },
                {
                    "start": 141.02,
                    "end": 141.44,
                    "word": " people",
                    "probability": 0.92919921875
                },
                {
                    "start": 141.44,
                    "end": 141.98,
                    "word": ".",
                    "probability": 0.75732421875
                }
            ]
        },
        {
            "id": 25,
            "seek": 16448,
            "start": 141.98,
            "end": 146.2,
            "text": " And it's a really purple company, so we do a lot of offensive and defensive work.",
            "tokens": [
                50364,
                400,
                309,
                311,
                257,
                534,
                9656,
                2237,
                11,
                370,
                321,
                360,
                257,
                688,
                295,
                15710,
                293,
                16468,
                589,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 141.98,
                    "end": 142.36,
                    "word": " And",
                    "probability": 0.307861328125
                },
                {
                    "start": 142.36,
                    "end": 142.56,
                    "word": " it's",
                    "probability": 0.935302734375
                },
                {
                    "start": 142.66,
                    "end": 142.84,
                    "word": " a really",
                    "probability": 0.81103515625
                },
                {
                    "start": 142.84,
                    "end": 143.24,
                    "word": " purple",
                    "probability": 0.86328125
                },
                {
                    "start": 143.24,
                    "end": 143.74,
                    "word": " company",
                    "probability": 0.8193359375
                },
                {
                    "start": 143.74,
                    "end": 143.88,
                    "word": ",",
                    "probability": 0.429931640625
                },
                {
                    "start": 143.88,
                    "end": 143.98,
                    "word": " so",
                    "probability": 0.89501953125
                },
                {
                    "start": 143.98,
                    "end": 144.1,
                    "word": " we",
                    "probability": 0.90283203125
                },
                {
                    "start": 144.1,
                    "end": 144.22,
                    "word": " do",
                    "probability": 0.90673828125
                },
                {
                    "start": 144.36,
                    "end": 144.46,
                    "word": " a lot",
                    "probability": 0.9033203125
                },
                {
                    "start": 144.46,
                    "end": 144.56,
                    "word": " of",
                    "probability": 0.890625
                },
                {
                    "start": 144.56,
                    "end": 144.92,
                    "word": " offensive",
                    "probability": 0.83056640625
                },
                {
                    "start": 144.92,
                    "end": 145.12,
                    "word": " and",
                    "probability": 0.87841796875
                },
                {
                    "start": 145.12,
                    "end": 145.48,
                    "word": " defensive",
                    "probability": 0.85498046875
                },
                {
                    "start": 145.48,
                    "end": 145.94,
                    "word": " work",
                    "probability": 0.80419921875
                },
                {
                    "start": 145.94,
                    "end": 146.2,
                    "word": ".",
                    "probability": 0.2763671875
                }
            ]
        },
        {
            "id": 26,
            "seek": 16448,
            "start": 146.2,
            "end": 148.3,
            "text": " And I'm a defensive specialist there.",
            "tokens": [
                50564,
                400,
                286,
                478,
                257,
                16468,
                17008,
                456,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 146.2,
                    "end": 146.26,
                    "word": " And",
                    "probability": 0.85009765625
                },
                {
                    "start": 146.26,
                    "end": 146.4,
                    "word": " I'm",
                    "probability": 0.988037109375
                },
                {
                    "start": 146.5,
                    "end": 146.82,
                    "word": " a defensive",
                    "probability": 0.76806640625
                },
                {
                    "start": 146.82,
                    "end": 147.36,
                    "word": " specialist",
                    "probability": 0.841796875
                },
                {
                    "start": 147.36,
                    "end": 147.78,
                    "word": " there",
                    "probability": 0.85400390625
                },
                {
                    "start": 147.78,
                    "end": 148.3,
                    "word": ".",
                    "probability": 0.7548828125
                }
            ]
        },
        {
            "id": 27,
            "seek": 16448,
            "start": 148.68,
            "end": 154.96,
            "text": " And I develop quite a lot of open source software, mostly on the defensive spectrum,",
            "tokens": [
                50714,
                400,
                286,
                1499,
                1596,
                257,
                688,
                295,
                1269,
                4009,
                4722,
                11,
                5240,
                322,
                264,
                16468,
                11143,
                11,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 148.68,
                    "end": 149.2,
                    "word": " And",
                    "probability": 0.8876953125
                },
                {
                    "start": 149.2,
                    "end": 149.5,
                    "word": " I",
                    "probability": 0.9931640625
                },
                {
                    "start": 149.5,
                    "end": 149.82,
                    "word": " develop",
                    "probability": 0.52490234375
                },
                {
                    "start": 149.82,
                    "end": 150.08,
                    "word": " quite",
                    "probability": 0.87109375
                },
                {
                    "start": 150.24,
                    "end": 150.4,
                    "word": " a lot",
                    "probability": 0.8896484375
                },
                {
                    "start": 150.4,
                    "end": 150.68,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 150.68,
                    "end": 151.02,
                    "word": " open",
                    "probability": 0.7392578125
                },
                {
                    "start": 151.02,
                    "end": 151.28,
                    "word": " source",
                    "probability": 0.58349609375
                },
                {
                    "start": 151.28,
                    "end": 151.9,
                    "word": " software",
                    "probability": 0.84033203125
                },
                {
                    "start": 151.9,
                    "end": 152.64,
                    "word": ",",
                    "probability": 0.787109375
                },
                {
                    "start": 152.64,
                    "end": 153.12,
                    "word": " mostly",
                    "probability": 0.7568359375
                },
                {
                    "start": 153.12,
                    "end": 153.28,
                    "word": " on",
                    "probability": 0.89892578125
                },
                {
                    "start": 153.28,
                    "end": 153.36,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 153.36,
                    "end": 153.72,
                    "word": " defensive",
                    "probability": 0.85888671875
                },
                {
                    "start": 153.72,
                    "end": 154.62,
                    "word": " spectrum",
                    "probability": 0.75439453125
                },
                {
                    "start": 154.62,
                    "end": 154.96,
                    "word": ",",
                    "probability": 0.931640625
                }
            ]
        },
        {
            "id": 28,
            "seek": 16448,
            "start": 154.96,
            "end": 158.76,
            "text": " which you can find on my GitHub page, which is linked over here.",
            "tokens": [
                51014,
                597,
                291,
                393,
                915,
                322,
                452,
                23331,
                3028,
                11,
                597,
                307,
                9408,
                670,
                510,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 154.96,
                    "end": 155.32,
                    "word": " which",
                    "probability": 0.91357421875
                },
                {
                    "start": 155.32,
                    "end": 155.44,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 155.44,
                    "end": 155.56,
                    "word": " can",
                    "probability": 0.90087890625
                },
                {
                    "start": 155.56,
                    "end": 155.84,
                    "word": " find",
                    "probability": 0.8291015625
                },
                {
                    "start": 155.84,
                    "end": 155.98,
                    "word": " on",
                    "probability": 0.8984375
                },
                {
                    "start": 155.98,
                    "end": 156.16,
                    "word": " my",
                    "probability": 0.90087890625
                },
                {
                    "start": 156.16,
                    "end": 156.36,
                    "word": " GitHub",
                    "probability": 0.90771484375
                },
                {
                    "start": 156.36,
                    "end": 156.76,
                    "word": " page",
                    "probability": 0.7900390625
                },
                {
                    "start": 156.76,
                    "end": 157.0,
                    "word": ",",
                    "probability": 0.91552734375
                },
                {
                    "start": 157.0,
                    "end": 157.38,
                    "word": " which",
                    "probability": 0.91845703125
                },
                {
                    "start": 157.38,
                    "end": 157.52,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 157.52,
                    "end": 157.74,
                    "word": " linked",
                    "probability": 0.79052734375
                },
                {
                    "start": 157.74,
                    "end": 157.98,
                    "word": " over",
                    "probability": 0.88134765625
                },
                {
                    "start": 157.98,
                    "end": 158.24,
                    "word": " here",
                    "probability": 0.80712890625
                },
                {
                    "start": 158.24,
                    "end": 158.76,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 29,
            "seek": 16448,
            "start": 160.16,
            "end": 163.5,
            "text": " Thanks, Olaf. And my name is Mauricio Velasco.",
            "tokens": [
                51264,
                2561,
                11,
                48961,
                13,
                400,
                452,
                1315,
                307,
                26133,
                18322,
                17814,
                296,
                1291,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 160.16,
                    "end": 160.68,
                    "word": " Thanks",
                    "probability": 0.4384765625
                },
                {
                    "start": 160.68,
                    "end": 160.8,
                    "word": ",",
                    "probability": 0.623046875
                },
                {
                    "start": 160.8,
                    "end": 160.98,
                    "word": " Olaf",
                    "probability": 0.72509765625
                },
                {
                    "start": 160.98,
                    "end": 161.08,
                    "word": ".",
                    "probability": 0.8486328125
                },
                {
                    "start": 161.08,
                    "end": 161.28,
                    "word": " And",
                    "probability": 0.73486328125
                },
                {
                    "start": 161.28,
                    "end": 161.64,
                    "word": " my",
                    "probability": 0.8994140625
                },
                {
                    "start": 161.64,
                    "end": 161.82,
                    "word": " name",
                    "probability": 0.8095703125
                },
                {
                    "start": 161.82,
                    "end": 161.98,
                    "word": " is",
                    "probability": 0.91015625
                },
                {
                    "start": 161.98,
                    "end": 162.4,
                    "word": " Mauricio",
                    "probability": 0.8681640625
                },
                {
                    "start": 162.4,
                    "end": 162.98,
                    "word": " Velasco",
                    "probability": 0.9484049479166666
                },
                {
                    "start": 162.98,
                    "end": 163.5,
                    "word": ".",
                    "probability": 0.96728515625
                }
            ]
        },
        {
            "id": 30,
            "seek": 16448,
            "start": 163.86,
            "end": 171.16,
            "text": " I currently lead the threat management team at a financial services organization, a Fortune 500.",
            "tokens": [
                51464,
                286,
                4362,
                1477,
                264,
                4734,
                4592,
                1469,
                412,
                257,
                4669,
                3328,
                4475,
                11,
                257,
                38508,
                5923,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19606370020371217,
            "compression_ratio": 1.570342205323194,
            "no_speech_prob": 0.05548095703125,
            "words": [
                {
                    "start": 163.86,
                    "end": 164.38,
                    "word": " I",
                    "probability": 0.994140625
                },
                {
                    "start": 164.38,
                    "end": 164.76,
                    "word": " currently",
                    "probability": 0.6845703125
                },
                {
                    "start": 164.76,
                    "end": 165.2,
                    "word": " lead",
                    "probability": 0.81689453125
                },
                {
                    "start": 165.2,
                    "end": 165.38,
                    "word": " the",
                    "probability": 0.81982421875
                },
                {
                    "start": 165.38,
                    "end": 165.62,
                    "word": " threat",
                    "probability": 0.50537109375
                },
                {
                    "start": 165.62,
                    "end": 166.02,
                    "word": " management",
                    "probability": 0.7177734375
                },
                {
                    "start": 166.02,
                    "end": 166.56,
                    "word": " team",
                    "probability": 0.91015625
                },
                {
                    "start": 166.56,
                    "end": 166.82,
                    "word": " at",
                    "probability": 0.77685546875
                },
                {
                    "start": 167.2,
                    "end": 167.68,
                    "word": " a financial",
                    "probability": 0.76513671875
                },
                {
                    "start": 167.68,
                    "end": 169.14,
                    "word": " services",
                    "probability": 0.7373046875
                },
                {
                    "start": 169.14,
                    "end": 169.8,
                    "word": " organization",
                    "probability": 0.8408203125
                },
                {
                    "start": 169.8,
                    "end": 169.94,
                    "word": ",",
                    "probability": 0.556640625
                },
                {
                    "start": 170.0,
                    "end": 170.22,
                    "word": " a Fortune",
                    "probability": 0.6748046875
                },
                {
                    "start": 170.22,
                    "end": 170.64,
                    "word": " 500",
                    "probability": 0.8935546875
                },
                {
                    "start": 170.64,
                    "end": 171.16,
                    "word": ".",
                    "probability": 0.765625
                }
            ]
        },
        {
            "id": 31,
            "seek": 18856,
            "start": 171.16,
            "end": 180.52,
            "text": " My team is responsible for, among many other things, detection, response, and executing simulations, purple team exercises.",
            "tokens": [
                50364,
                1222,
                1469,
                307,
                6250,
                337,
                11,
                3654,
                867,
                661,
                721,
                11,
                17784,
                11,
                4134,
                11,
                293,
                32368,
                35138,
                11,
                9656,
                1469,
                11900,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22532895305439046,
            "compression_ratio": 1.5794392523364487,
            "no_speech_prob": 0.030548095703125,
            "words": [
                {
                    "start": 171.16,
                    "end": 171.52,
                    "word": " My",
                    "probability": 0.64892578125
                },
                {
                    "start": 171.52,
                    "end": 171.86,
                    "word": " team",
                    "probability": 0.91259765625
                },
                {
                    "start": 171.86,
                    "end": 172.02,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 172.02,
                    "end": 172.5,
                    "word": " responsible",
                    "probability": 0.783203125
                },
                {
                    "start": 172.5,
                    "end": 173.24,
                    "word": " for",
                    "probability": 0.87158203125
                },
                {
                    "start": 173.24,
                    "end": 173.42,
                    "word": ",",
                    "probability": 0.4931640625
                },
                {
                    "start": 173.42,
                    "end": 174.12,
                    "word": " among",
                    "probability": 0.75048828125
                },
                {
                    "start": 174.12,
                    "end": 174.52,
                    "word": " many",
                    "probability": 0.81396484375
                },
                {
                    "start": 174.52,
                    "end": 174.74,
                    "word": " other",
                    "probability": 0.775390625
                },
                {
                    "start": 174.74,
                    "end": 175.18,
                    "word": " things",
                    "probability": 0.73974609375
                },
                {
                    "start": 175.18,
                    "end": 175.58,
                    "word": ",",
                    "probability": 0.9228515625
                },
                {
                    "start": 175.58,
                    "end": 176.04,
                    "word": " detection",
                    "probability": 0.74169921875
                },
                {
                    "start": 176.04,
                    "end": 176.3,
                    "word": ",",
                    "probability": 0.81005859375
                },
                {
                    "start": 176.3,
                    "end": 176.9,
                    "word": " response",
                    "probability": 0.8935546875
                },
                {
                    "start": 176.9,
                    "end": 177.36,
                    "word": ",",
                    "probability": 0.6455078125
                },
                {
                    "start": 177.36,
                    "end": 177.56,
                    "word": " and",
                    "probability": 0.896484375
                },
                {
                    "start": 177.56,
                    "end": 177.98,
                    "word": " executing",
                    "probability": 0.6240234375
                },
                {
                    "start": 177.98,
                    "end": 178.72,
                    "word": " simulations",
                    "probability": 0.94189453125
                },
                {
                    "start": 178.72,
                    "end": 178.88,
                    "word": ",",
                    "probability": 0.7744140625
                },
                {
                    "start": 178.88,
                    "end": 179.06,
                    "word": " purple",
                    "probability": 0.472412109375
                },
                {
                    "start": 179.06,
                    "end": 179.34,
                    "word": " team",
                    "probability": 0.88330078125
                },
                {
                    "start": 179.34,
                    "end": 179.96,
                    "word": " exercises",
                    "probability": 0.89306640625
                },
                {
                    "start": 179.96,
                    "end": 180.52,
                    "word": ".",
                    "probability": 0.9931640625
                }
            ]
        },
        {
            "id": 32,
            "seek": 18856,
            "start": 180.88,
            "end": 191.14,
            "text": " In the past few years, I've done some research and developed some tools around threat hunting and detection and adversary simulation.",
            "tokens": [
                50814,
                682,
                264,
                1791,
                1326,
                924,
                11,
                286,
                600,
                1096,
                512,
                2132,
                293,
                4743,
                512,
                3873,
                926,
                4734,
                12599,
                293,
                17784,
                293,
                48222,
                16575,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22532895305439046,
            "compression_ratio": 1.5794392523364487,
            "no_speech_prob": 0.030548095703125,
            "words": [
                {
                    "start": 180.88,
                    "end": 181.26,
                    "word": " In",
                    "probability": 0.90478515625
                },
                {
                    "start": 181.26,
                    "end": 181.38,
                    "word": " the",
                    "probability": 0.81982421875
                },
                {
                    "start": 181.38,
                    "end": 181.62,
                    "word": " past",
                    "probability": 0.81689453125
                },
                {
                    "start": 181.62,
                    "end": 183.04,
                    "word": " few",
                    "probability": 0.42919921875
                },
                {
                    "start": 183.04,
                    "end": 183.3,
                    "word": " years",
                    "probability": 0.8740234375
                },
                {
                    "start": 183.3,
                    "end": 183.36,
                    "word": ",",
                    "probability": 0.81640625
                },
                {
                    "start": 183.36,
                    "end": 183.5,
                    "word": " I've",
                    "probability": 0.97607421875
                },
                {
                    "start": 183.5,
                    "end": 183.66,
                    "word": " done",
                    "probability": 0.80810546875
                },
                {
                    "start": 183.66,
                    "end": 183.92,
                    "word": " some",
                    "probability": 0.80908203125
                },
                {
                    "start": 183.92,
                    "end": 184.46,
                    "word": " research",
                    "probability": 0.79150390625
                },
                {
                    "start": 184.46,
                    "end": 185.34,
                    "word": " and",
                    "probability": 0.849609375
                },
                {
                    "start": 185.34,
                    "end": 186.16,
                    "word": " developed",
                    "probability": 0.61181640625
                },
                {
                    "start": 186.16,
                    "end": 186.44,
                    "word": " some",
                    "probability": 0.810546875
                },
                {
                    "start": 186.44,
                    "end": 186.8,
                    "word": " tools",
                    "probability": 0.78759765625
                },
                {
                    "start": 186.8,
                    "end": 187.26,
                    "word": " around",
                    "probability": 0.875
                },
                {
                    "start": 187.26,
                    "end": 187.58,
                    "word": " threat",
                    "probability": 0.69677734375
                },
                {
                    "start": 187.58,
                    "end": 187.96,
                    "word": " hunting",
                    "probability": 0.712890625
                },
                {
                    "start": 187.96,
                    "end": 188.32,
                    "word": " and",
                    "probability": 0.7177734375
                },
                {
                    "start": 188.32,
                    "end": 188.82,
                    "word": " detection",
                    "probability": 0.77001953125
                },
                {
                    "start": 188.82,
                    "end": 189.8,
                    "word": " and",
                    "probability": 0.7861328125
                },
                {
                    "start": 189.8,
                    "end": 190.26,
                    "word": " adversary",
                    "probability": 0.6484375
                },
                {
                    "start": 190.26,
                    "end": 190.9,
                    "word": " simulation",
                    "probability": 0.5966796875
                },
                {
                    "start": 190.9,
                    "end": 191.14,
                    "word": ".",
                    "probability": 0.82470703125
                }
            ]
        },
        {
            "id": 33,
            "seek": 18856,
            "start": 191.14,
            "end": 195.24,
            "text": " So, if you want to check out some of that content, you can do that on my GitHub.",
            "tokens": [
                51364,
                407,
                11,
                498,
                291,
                528,
                281,
                1520,
                484,
                512,
                295,
                300,
                2701,
                11,
                291,
                393,
                360,
                300,
                322,
                452,
                23331,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22532895305439046,
            "compression_ratio": 1.5794392523364487,
            "no_speech_prob": 0.030548095703125,
            "words": [
                {
                    "start": 191.14,
                    "end": 191.26,
                    "word": " So",
                    "probability": 0.86181640625
                },
                {
                    "start": 191.26,
                    "end": 191.36,
                    "word": ",",
                    "probability": 0.305908203125
                },
                {
                    "start": 191.36,
                    "end": 191.4,
                    "word": " if",
                    "probability": 0.90478515625
                },
                {
                    "start": 191.4,
                    "end": 191.52,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 191.52,
                    "end": 191.7,
                    "word": " want",
                    "probability": 0.41845703125
                },
                {
                    "start": 191.7,
                    "end": 191.96,
                    "word": " to",
                    "probability": 0.908203125
                },
                {
                    "start": 191.96,
                    "end": 192.56,
                    "word": " check",
                    "probability": 0.82470703125
                },
                {
                    "start": 192.56,
                    "end": 192.72,
                    "word": " out",
                    "probability": 0.81640625
                },
                {
                    "start": 192.72,
                    "end": 192.86,
                    "word": " some",
                    "probability": 0.81689453125
                },
                {
                    "start": 192.86,
                    "end": 192.98,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 192.98,
                    "end": 193.12,
                    "word": " that",
                    "probability": 0.8359375
                },
                {
                    "start": 193.12,
                    "end": 193.46,
                    "word": " content",
                    "probability": 0.8291015625
                },
                {
                    "start": 193.46,
                    "end": 193.6,
                    "word": ",",
                    "probability": 0.96044921875
                },
                {
                    "start": 193.6,
                    "end": 193.7,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 193.7,
                    "end": 193.86,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 193.86,
                    "end": 194.02,
                    "word": " do",
                    "probability": 0.9091796875
                },
                {
                    "start": 194.02,
                    "end": 194.16,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 194.16,
                    "end": 194.3,
                    "word": " on",
                    "probability": 0.9013671875
                },
                {
                    "start": 194.3,
                    "end": 194.46,
                    "word": " my",
                    "probability": 0.87744140625
                },
                {
                    "start": 194.46,
                    "end": 194.68,
                    "word": " GitHub",
                    "probability": 0.87255859375
                },
                {
                    "start": 194.68,
                    "end": 195.24,
                    "word": ".",
                    "probability": 0.96533203125
                }
            ]
        },
        {
            "id": 34,
            "seek": 21042,
            "start": 195.98,
            "end": 201.78,
            "text": " Okay. All right. So, we'll start with the introduction.",
            "tokens": [
                50414,
                1033,
                13,
                1057,
                558,
                13,
                407,
                11,
                321,
                603,
                722,
                365,
                264,
                9339,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20145089072840555,
            "compression_ratio": 1.5277777777777777,
            "no_speech_prob": 0.07684326171875,
            "words": [
                {
                    "start": 195.98,
                    "end": 196.28,
                    "word": " Okay",
                    "probability": 0.47705078125
                },
                {
                    "start": 196.28,
                    "end": 196.88,
                    "word": ".",
                    "probability": 0.5458984375
                },
                {
                    "start": 197.32,
                    "end": 197.92,
                    "word": " All",
                    "probability": 0.72509765625
                },
                {
                    "start": 197.92,
                    "end": 198.1,
                    "word": " right",
                    "probability": 0.88232421875
                },
                {
                    "start": 198.1,
                    "end": 198.2,
                    "word": ".",
                    "probability": 0.517578125
                },
                {
                    "start": 198.2,
                    "end": 198.38,
                    "word": " So",
                    "probability": 0.88818359375
                },
                {
                    "start": 198.38,
                    "end": 198.58,
                    "word": ",",
                    "probability": 0.28564453125
                },
                {
                    "start": 198.58,
                    "end": 198.9,
                    "word": " we'll",
                    "probability": 0.9150390625
                },
                {
                    "start": 198.9,
                    "end": 199.24,
                    "word": " start",
                    "probability": 0.83251953125
                },
                {
                    "start": 199.24,
                    "end": 199.74,
                    "word": " with",
                    "probability": 0.80712890625
                },
                {
                    "start": 199.74,
                    "end": 200.44,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 200.44,
                    "end": 201.18,
                    "word": " introduction",
                    "probability": 0.8232421875
                },
                {
                    "start": 201.18,
                    "end": 201.78,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 35,
            "seek": 21042,
            "start": 202.26,
            "end": 206.92,
            "text": " So, let's talk about deploying an effective detection program.",
            "tokens": [
                50714,
                407,
                11,
                718,
                311,
                751,
                466,
                34198,
                364,
                4942,
                17784,
                1461,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20145089072840555,
            "compression_ratio": 1.5277777777777777,
            "no_speech_prob": 0.07684326171875,
            "words": [
                {
                    "start": 202.26,
                    "end": 202.86,
                    "word": " So",
                    "probability": 0.89013671875
                },
                {
                    "start": 202.86,
                    "end": 203.02,
                    "word": ",",
                    "probability": 0.884765625
                },
                {
                    "start": 203.02,
                    "end": 203.24,
                    "word": " let's",
                    "probability": 0.9482421875
                },
                {
                    "start": 203.24,
                    "end": 203.46,
                    "word": " talk",
                    "probability": 0.82080078125
                },
                {
                    "start": 203.46,
                    "end": 203.92,
                    "word": " about",
                    "probability": 0.8271484375
                },
                {
                    "start": 203.92,
                    "end": 204.62,
                    "word": " deploying",
                    "probability": 0.7509765625
                },
                {
                    "start": 204.62,
                    "end": 204.88,
                    "word": " an",
                    "probability": 0.8515625
                },
                {
                    "start": 204.88,
                    "end": 205.28,
                    "word": " effective",
                    "probability": 0.72509765625
                },
                {
                    "start": 205.28,
                    "end": 205.82,
                    "word": " detection",
                    "probability": 0.73681640625
                },
                {
                    "start": 205.82,
                    "end": 206.32,
                    "word": " program",
                    "probability": 0.779296875
                },
                {
                    "start": 206.32,
                    "end": 206.92,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 36,
            "seek": 21042,
            "start": 206.96,
            "end": 212.22,
            "text": " It's definitely not an easy task, right? I know many of you have probably done it.",
            "tokens": [
                50964,
                467,
                311,
                2138,
                406,
                364,
                1858,
                5633,
                11,
                558,
                30,
                286,
                458,
                867,
                295,
                291,
                362,
                1391,
                1096,
                309,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20145089072840555,
            "compression_ratio": 1.5277777777777777,
            "no_speech_prob": 0.07684326171875,
            "words": [
                {
                    "start": 206.96,
                    "end": 207.56,
                    "word": " It's",
                    "probability": 0.94970703125
                },
                {
                    "start": 207.56,
                    "end": 207.86,
                    "word": " definitely",
                    "probability": 0.80322265625
                },
                {
                    "start": 207.86,
                    "end": 208.1,
                    "word": " not",
                    "probability": 0.89306640625
                },
                {
                    "start": 208.1,
                    "end": 208.26,
                    "word": " an",
                    "probability": 0.89794921875
                },
                {
                    "start": 208.26,
                    "end": 208.46,
                    "word": " easy",
                    "probability": 0.8056640625
                },
                {
                    "start": 208.46,
                    "end": 208.96,
                    "word": " task",
                    "probability": 0.81591796875
                },
                {
                    "start": 208.96,
                    "end": 209.1,
                    "word": ",",
                    "probability": 0.7939453125
                },
                {
                    "start": 209.1,
                    "end": 209.34,
                    "word": " right",
                    "probability": 0.88427734375
                },
                {
                    "start": 209.34,
                    "end": 209.38,
                    "word": "?",
                    "probability": 0.88818359375
                },
                {
                    "start": 209.38,
                    "end": 209.5,
                    "word": " I",
                    "probability": 0.99853515625
                },
                {
                    "start": 209.5,
                    "end": 209.8,
                    "word": " know",
                    "probability": 0.81689453125
                },
                {
                    "start": 209.8,
                    "end": 210.28,
                    "word": " many",
                    "probability": 0.77880859375
                },
                {
                    "start": 210.28,
                    "end": 210.5,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 210.5,
                    "end": 210.7,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 210.7,
                    "end": 210.88,
                    "word": " have",
                    "probability": 0.259765625
                },
                {
                    "start": 210.88,
                    "end": 211.14,
                    "word": " probably",
                    "probability": 0.90478515625
                },
                {
                    "start": 211.14,
                    "end": 211.44,
                    "word": " done",
                    "probability": 0.7880859375
                },
                {
                    "start": 211.44,
                    "end": 211.7,
                    "word": " it",
                    "probability": 0.90673828125
                },
                {
                    "start": 211.7,
                    "end": 212.22,
                    "word": ".",
                    "probability": 0.96435546875
                }
            ]
        },
        {
            "id": 37,
            "seek": 21042,
            "start": 212.22,
            "end": 217.1,
            "text": " We could probably talk hours about setting up a detection program, right?",
            "tokens": [
                51214,
                492,
                727,
                1391,
                751,
                2496,
                466,
                3287,
                493,
                257,
                17784,
                1461,
                11,
                558,
                30,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20145089072840555,
            "compression_ratio": 1.5277777777777777,
            "no_speech_prob": 0.07684326171875,
            "words": [
                {
                    "start": 212.22,
                    "end": 212.54,
                    "word": " We",
                    "probability": 0.90478515625
                },
                {
                    "start": 212.54,
                    "end": 212.66,
                    "word": " could",
                    "probability": 0.75634765625
                },
                {
                    "start": 212.66,
                    "end": 212.9,
                    "word": " probably",
                    "probability": 0.90673828125
                },
                {
                    "start": 212.9,
                    "end": 213.2,
                    "word": " talk",
                    "probability": 0.82421875
                },
                {
                    "start": 213.2,
                    "end": 213.84,
                    "word": " hours",
                    "probability": 0.7900390625
                },
                {
                    "start": 213.84,
                    "end": 214.62,
                    "word": " about",
                    "probability": 0.8056640625
                },
                {
                    "start": 214.62,
                    "end": 215.14,
                    "word": " setting",
                    "probability": 0.83935546875
                },
                {
                    "start": 215.14,
                    "end": 215.44,
                    "word": " up",
                    "probability": 0.8046875
                },
                {
                    "start": 215.62,
                    "end": 215.98,
                    "word": " a detection",
                    "probability": 0.70703125
                },
                {
                    "start": 215.98,
                    "end": 216.4,
                    "word": " program",
                    "probability": 0.73876953125
                },
                {
                    "start": 216.4,
                    "end": 216.52,
                    "word": ",",
                    "probability": 0.91455078125
                },
                {
                    "start": 216.52,
                    "end": 216.72,
                    "word": " right",
                    "probability": 0.88525390625
                },
                {
                    "start": 216.72,
                    "end": 217.1,
                    "word": "?",
                    "probability": 0.95849609375
                }
            ]
        },
        {
            "id": 38,
            "seek": 23184,
            "start": 217.1,
            "end": 227.62,
            "text": " There's a lot of steps, right? You have to identify the relevant telemetry, the data sources that you think you need to ingest, right?",
            "tokens": [
                50364,
                821,
                311,
                257,
                688,
                295,
                4439,
                11,
                558,
                30,
                509,
                362,
                281,
                5876,
                264,
                7340,
                4304,
                5537,
                627,
                11,
                264,
                1412,
                7139,
                300,
                291,
                519,
                291,
                643,
                281,
                3957,
                377,
                11,
                558,
                30,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1789878749135715,
            "compression_ratio": 1.5901639344262295,
            "no_speech_prob": 0.355224609375,
            "words": [
                {
                    "start": 217.1,
                    "end": 217.84,
                    "word": " There's",
                    "probability": 0.7020263671875
                },
                {
                    "start": 217.94,
                    "end": 218.04,
                    "word": " a lot",
                    "probability": 0.89306640625
                },
                {
                    "start": 218.04,
                    "end": 218.18,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 218.18,
                    "end": 218.46,
                    "word": " steps",
                    "probability": 0.72412109375
                },
                {
                    "start": 218.46,
                    "end": 218.62,
                    "word": ",",
                    "probability": 0.73876953125
                },
                {
                    "start": 218.62,
                    "end": 218.68,
                    "word": " right",
                    "probability": 0.80126953125
                },
                {
                    "start": 218.68,
                    "end": 218.7,
                    "word": "?",
                    "probability": 0.77490234375
                },
                {
                    "start": 218.7,
                    "end": 218.78,
                    "word": " You",
                    "probability": 0.8916015625
                },
                {
                    "start": 218.78,
                    "end": 218.96,
                    "word": " have",
                    "probability": 0.8828125
                },
                {
                    "start": 218.96,
                    "end": 219.34,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 219.34,
                    "end": 220.34,
                    "word": " identify",
                    "probability": 0.89794921875
                },
                {
                    "start": 220.34,
                    "end": 221.86,
                    "word": " the",
                    "probability": 0.77001953125
                },
                {
                    "start": 221.86,
                    "end": 222.24,
                    "word": " relevant",
                    "probability": 0.90673828125
                },
                {
                    "start": 222.24,
                    "end": 222.86,
                    "word": " telemetry",
                    "probability": 0.9306640625
                },
                {
                    "start": 222.86,
                    "end": 222.98,
                    "word": ",",
                    "probability": 0.927734375
                },
                {
                    "start": 222.98,
                    "end": 223.08,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 223.08,
                    "end": 223.3,
                    "word": " data",
                    "probability": 0.8232421875
                },
                {
                    "start": 223.3,
                    "end": 223.7,
                    "word": " sources",
                    "probability": 0.7412109375
                },
                {
                    "start": 223.7,
                    "end": 224.12,
                    "word": " that",
                    "probability": 0.841796875
                },
                {
                    "start": 224.12,
                    "end": 224.42,
                    "word": " you",
                    "probability": 0.89990234375
                },
                {
                    "start": 224.42,
                    "end": 225.32,
                    "word": " think",
                    "probability": 0.40966796875
                },
                {
                    "start": 225.32,
                    "end": 225.58,
                    "word": " you",
                    "probability": 0.876953125
                },
                {
                    "start": 225.58,
                    "end": 226.68,
                    "word": " need",
                    "probability": 0.79345703125
                },
                {
                    "start": 226.68,
                    "end": 226.82,
                    "word": " to",
                    "probability": 0.91015625
                },
                {
                    "start": 226.82,
                    "end": 227.32,
                    "word": " ingest",
                    "probability": 0.90966796875
                },
                {
                    "start": 227.32,
                    "end": 227.44,
                    "word": ",",
                    "probability": 0.896484375
                },
                {
                    "start": 227.44,
                    "end": 227.6,
                    "word": " right",
                    "probability": 0.86474609375
                },
                {
                    "start": 227.6,
                    "end": 227.62,
                    "word": "?",
                    "probability": 0.9287109375
                }
            ]
        },
        {
            "id": 39,
            "seek": 23184,
            "start": 227.62,
            "end": 238.52,
            "text": " You need to instrument your environment to basically develop an event pipeline where you're grabbing all this telemetry from your network and your endpoints",
            "tokens": [
                50864,
                509,
                643,
                281,
                7198,
                428,
                2823,
                281,
                1936,
                1499,
                364,
                2280,
                15517,
                689,
                291,
                434,
                23771,
                439,
                341,
                4304,
                5537,
                627,
                490,
                428,
                3209,
                293,
                428,
                917,
                20552,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1789878749135715,
            "compression_ratio": 1.5901639344262295,
            "no_speech_prob": 0.355224609375,
            "words": [
                {
                    "start": 227.62,
                    "end": 227.74,
                    "word": " You",
                    "probability": 0.8955078125
                },
                {
                    "start": 227.74,
                    "end": 227.9,
                    "word": " need",
                    "probability": 0.8134765625
                },
                {
                    "start": 227.9,
                    "end": 228.08,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 228.08,
                    "end": 228.56,
                    "word": " instrument",
                    "probability": 0.79736328125
                },
                {
                    "start": 228.56,
                    "end": 228.86,
                    "word": " your",
                    "probability": 0.8154296875
                },
                {
                    "start": 228.86,
                    "end": 229.3,
                    "word": " environment",
                    "probability": 0.76171875
                },
                {
                    "start": 229.3,
                    "end": 230.18,
                    "word": " to",
                    "probability": 0.82470703125
                },
                {
                    "start": 230.18,
                    "end": 231.48,
                    "word": " basically",
                    "probability": 0.88671875
                },
                {
                    "start": 231.48,
                    "end": 231.92,
                    "word": " develop",
                    "probability": 0.6884765625
                },
                {
                    "start": 231.92,
                    "end": 232.16,
                    "word": " an",
                    "probability": 0.89794921875
                },
                {
                    "start": 232.16,
                    "end": 232.4,
                    "word": " event",
                    "probability": 0.76513671875
                },
                {
                    "start": 232.4,
                    "end": 232.86,
                    "word": " pipeline",
                    "probability": 0.7666015625
                },
                {
                    "start": 232.86,
                    "end": 233.16,
                    "word": " where",
                    "probability": 0.77978515625
                },
                {
                    "start": 233.16,
                    "end": 233.62,
                    "word": " you're",
                    "probability": 0.912841796875
                },
                {
                    "start": 233.62,
                    "end": 234.76,
                    "word": " grabbing",
                    "probability": 0.78759765625
                },
                {
                    "start": 234.76,
                    "end": 235.06,
                    "word": " all",
                    "probability": 0.9013671875
                },
                {
                    "start": 235.06,
                    "end": 235.26,
                    "word": " this",
                    "probability": 0.2325439453125
                },
                {
                    "start": 235.26,
                    "end": 235.98,
                    "word": " telemetry",
                    "probability": 0.9388020833333334
                },
                {
                    "start": 235.98,
                    "end": 236.44,
                    "word": " from",
                    "probability": 0.81884765625
                },
                {
                    "start": 236.44,
                    "end": 236.8,
                    "word": " your",
                    "probability": 0.80517578125
                },
                {
                    "start": 236.8,
                    "end": 237.34,
                    "word": " network",
                    "probability": 0.83349609375
                },
                {
                    "start": 237.34,
                    "end": 237.7,
                    "word": " and",
                    "probability": 0.87451171875
                },
                {
                    "start": 237.7,
                    "end": 237.88,
                    "word": " your",
                    "probability": 0.8232421875
                },
                {
                    "start": 237.88,
                    "end": 238.52,
                    "word": " endpoints",
                    "probability": 0.647216796875
                }
            ]
        },
        {
            "id": 40,
            "seek": 25302,
            "start": 238.52,
            "end": 249.56,
            "text": " and sending it to an event pipeline through an analytics engine where you can query this information and start detecting, right?",
            "tokens": [
                50364,
                293,
                7750,
                309,
                281,
                364,
                2280,
                15517,
                807,
                364,
                15370,
                2848,
                689,
                291,
                393,
                14581,
                341,
                1589,
                293,
                722,
                40237,
                11,
                558,
                30,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24288503985319818,
            "compression_ratio": 1.5,
            "no_speech_prob": 0.4375,
            "words": [
                {
                    "start": 238.52,
                    "end": 239.22,
                    "word": " and",
                    "probability": 0.7919921875
                },
                {
                    "start": 239.22,
                    "end": 239.54,
                    "word": " sending",
                    "probability": 0.76708984375
                },
                {
                    "start": 239.54,
                    "end": 239.7,
                    "word": " it",
                    "probability": 0.8505859375
                },
                {
                    "start": 239.7,
                    "end": 239.8,
                    "word": " to",
                    "probability": 0.87109375
                },
                {
                    "start": 239.8,
                    "end": 239.9,
                    "word": " an",
                    "probability": 0.8984375
                },
                {
                    "start": 239.9,
                    "end": 240.12,
                    "word": " event",
                    "probability": 0.765625
                },
                {
                    "start": 240.12,
                    "end": 240.64,
                    "word": " pipeline",
                    "probability": 0.69384765625
                },
                {
                    "start": 240.64,
                    "end": 241.48,
                    "word": " through",
                    "probability": 0.56201171875
                },
                {
                    "start": 241.48,
                    "end": 243.14,
                    "word": " an",
                    "probability": 0.07794189453125
                },
                {
                    "start": 243.14,
                    "end": 243.62,
                    "word": " analytics",
                    "probability": 0.6923828125
                },
                {
                    "start": 243.62,
                    "end": 244.16,
                    "word": " engine",
                    "probability": 0.78125
                },
                {
                    "start": 244.16,
                    "end": 244.42,
                    "word": " where",
                    "probability": 0.71435546875
                },
                {
                    "start": 244.42,
                    "end": 244.58,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 244.58,
                    "end": 244.78,
                    "word": " can",
                    "probability": 0.8974609375
                },
                {
                    "start": 244.78,
                    "end": 245.2,
                    "word": " query",
                    "probability": 0.88427734375
                },
                {
                    "start": 245.2,
                    "end": 245.52,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 245.52,
                    "end": 246.24,
                    "word": " information",
                    "probability": 0.72509765625
                },
                {
                    "start": 246.24,
                    "end": 246.9,
                    "word": " and",
                    "probability": 0.8505859375
                },
                {
                    "start": 246.9,
                    "end": 248.38,
                    "word": " start",
                    "probability": 0.83447265625
                },
                {
                    "start": 248.38,
                    "end": 249.02,
                    "word": " detecting",
                    "probability": 0.78759765625
                },
                {
                    "start": 249.02,
                    "end": 249.36,
                    "word": ",",
                    "probability": 0.732421875
                },
                {
                    "start": 249.36,
                    "end": 249.48,
                    "word": " right",
                    "probability": 0.7763671875
                },
                {
                    "start": 249.48,
                    "end": 249.56,
                    "word": "?",
                    "probability": 0.72900390625
                }
            ]
        },
        {
            "id": 41,
            "seek": 25302,
            "start": 249.56,
            "end": 257.9,
            "text": " Start creating your own detection logic to look for bad, look for suspicious behavior happening on your environment.",
            "tokens": [
                50914,
                6481,
                4084,
                428,
                1065,
                17784,
                9952,
                281,
                574,
                337,
                1578,
                11,
                574,
                337,
                17931,
                5223,
                2737,
                322,
                428,
                2823,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24288503985319818,
            "compression_ratio": 1.5,
            "no_speech_prob": 0.4375,
            "words": [
                {
                    "start": 249.56,
                    "end": 249.86,
                    "word": " Start",
                    "probability": 0.64208984375
                },
                {
                    "start": 249.86,
                    "end": 250.42,
                    "word": " creating",
                    "probability": 0.802734375
                },
                {
                    "start": 250.42,
                    "end": 250.68,
                    "word": " your",
                    "probability": 0.8037109375
                },
                {
                    "start": 250.68,
                    "end": 250.84,
                    "word": " own",
                    "probability": 0.822265625
                },
                {
                    "start": 250.84,
                    "end": 251.18,
                    "word": " detection",
                    "probability": 0.72705078125
                },
                {
                    "start": 251.18,
                    "end": 251.72,
                    "word": " logic",
                    "probability": 0.73974609375
                },
                {
                    "start": 251.72,
                    "end": 253.72,
                    "word": " to",
                    "probability": 0.85986328125
                },
                {
                    "start": 253.72,
                    "end": 254.04,
                    "word": " look",
                    "probability": 0.921875
                },
                {
                    "start": 254.04,
                    "end": 254.22,
                    "word": " for",
                    "probability": 0.88525390625
                },
                {
                    "start": 254.22,
                    "end": 254.52,
                    "word": " bad",
                    "probability": 0.285400390625
                },
                {
                    "start": 254.52,
                    "end": 254.66,
                    "word": ",",
                    "probability": 0.85693359375
                },
                {
                    "start": 254.66,
                    "end": 254.84,
                    "word": " look",
                    "probability": 0.908203125
                },
                {
                    "start": 254.84,
                    "end": 255.06,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 255.06,
                    "end": 255.54,
                    "word": " suspicious",
                    "probability": 0.6220703125
                },
                {
                    "start": 255.54,
                    "end": 256.02,
                    "word": " behavior",
                    "probability": 0.845703125
                },
                {
                    "start": 256.02,
                    "end": 256.5,
                    "word": " happening",
                    "probability": 0.72412109375
                },
                {
                    "start": 256.5,
                    "end": 256.78,
                    "word": " on",
                    "probability": 0.8974609375
                },
                {
                    "start": 256.78,
                    "end": 256.94,
                    "word": " your",
                    "probability": 0.81103515625
                },
                {
                    "start": 256.94,
                    "end": 257.38,
                    "word": " environment",
                    "probability": 0.7578125
                },
                {
                    "start": 257.38,
                    "end": 257.9,
                    "word": ".",
                    "probability": 0.89013671875
                }
            ]
        },
        {
            "id": 42,
            "seek": 25302,
            "start": 257.9,
            "end": 259.7,
            "text": " And this is great.",
            "tokens": [
                51314,
                400,
                341,
                307,
                869,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24288503985319818,
            "compression_ratio": 1.5,
            "no_speech_prob": 0.4375,
            "words": [
                {
                    "start": 257.9,
                    "end": 258.34,
                    "word": " And",
                    "probability": 0.896484375
                },
                {
                    "start": 258.34,
                    "end": 258.48,
                    "word": " this",
                    "probability": 0.8828125
                },
                {
                    "start": 258.48,
                    "end": 258.62,
                    "word": " is",
                    "probability": 0.90576171875
                },
                {
                    "start": 258.62,
                    "end": 259.04,
                    "word": " great",
                    "probability": 0.8818359375
                },
                {
                    "start": 259.04,
                    "end": 259.7,
                    "word": ".",
                    "probability": 0.849609375
                }
            ]
        },
        {
            "id": 43,
            "seek": 28238,
            "start": 259.7,
            "end": 274.68,
            "text": " Now, I was naive at some point after deploying one of these programs where I thought, we're great, we have a detection program, detections are working, we're creating our logic, the alerts are triggering, we're investigating them.",
            "tokens": [
                50414,
                823,
                11,
                286,
                390,
                29052,
                412,
                512,
                935,
                934,
                34198,
                472,
                295,
                613,
                4268,
                689,
                286,
                1194,
                11,
                321,
                434,
                869,
                11,
                321,
                362,
                257,
                17784,
                1461,
                11,
                5531,
                626,
                366,
                1364,
                11,
                321,
                434,
                4084,
                527,
                9952,
                11,
                264,
                28061,
                366,
                40406,
                11,
                321,
                434,
                22858,
                552,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22534722006983227,
            "compression_ratio": 1.7872340425531914,
            "no_speech_prob": 0.71826171875,
            "words": [
                {
                    "start": 259.7,
                    "end": 260.52,
                    "word": " Now",
                    "probability": 0.2315673828125
                },
                {
                    "start": 260.52,
                    "end": 260.8,
                    "word": ",",
                    "probability": 0.7158203125
                },
                {
                    "start": 260.8,
                    "end": 261.24,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 261.24,
                    "end": 261.42,
                    "word": " was",
                    "probability": 0.89306640625
                },
                {
                    "start": 261.42,
                    "end": 261.74,
                    "word": " naive",
                    "probability": 0.6943359375
                },
                {
                    "start": 261.74,
                    "end": 261.94,
                    "word": " at",
                    "probability": 0.89013671875
                },
                {
                    "start": 261.94,
                    "end": 262.16,
                    "word": " some",
                    "probability": 0.818359375
                },
                {
                    "start": 262.16,
                    "end": 262.44,
                    "word": " point",
                    "probability": 0.8740234375
                },
                {
                    "start": 262.44,
                    "end": 262.8,
                    "word": " after",
                    "probability": 0.658203125
                },
                {
                    "start": 262.8,
                    "end": 263.24,
                    "word": " deploying",
                    "probability": 0.740234375
                },
                {
                    "start": 263.24,
                    "end": 263.46,
                    "word": " one",
                    "probability": 0.8193359375
                },
                {
                    "start": 263.46,
                    "end": 263.6,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 263.6,
                    "end": 263.76,
                    "word": " these",
                    "probability": 0.69384765625
                },
                {
                    "start": 263.76,
                    "end": 264.42,
                    "word": " programs",
                    "probability": 0.68701171875
                },
                {
                    "start": 264.42,
                    "end": 265.28,
                    "word": " where",
                    "probability": 0.57666015625
                },
                {
                    "start": 265.28,
                    "end": 265.88,
                    "word": " I",
                    "probability": 0.53466796875
                },
                {
                    "start": 265.88,
                    "end": 266.18,
                    "word": " thought",
                    "probability": 0.8232421875
                },
                {
                    "start": 266.18,
                    "end": 266.44,
                    "word": ",",
                    "probability": 0.4677734375
                },
                {
                    "start": 266.44,
                    "end": 266.54,
                    "word": " we're",
                    "probability": 0.6920166015625
                },
                {
                    "start": 266.54,
                    "end": 266.9,
                    "word": " great",
                    "probability": 0.873046875
                },
                {
                    "start": 266.9,
                    "end": 267.02,
                    "word": ",",
                    "probability": 0.62744140625
                },
                {
                    "start": 267.02,
                    "end": 267.12,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 267.12,
                    "end": 267.26,
                    "word": " have",
                    "probability": 0.88037109375
                },
                {
                    "start": 267.36,
                    "end": 267.66,
                    "word": " a detection",
                    "probability": 0.71484375
                },
                {
                    "start": 267.66,
                    "end": 268.22,
                    "word": " program",
                    "probability": 0.77978515625
                },
                {
                    "start": 268.22,
                    "end": 268.68,
                    "word": ",",
                    "probability": 0.83544921875
                },
                {
                    "start": 268.68,
                    "end": 269.14,
                    "word": " detections",
                    "probability": 0.837646484375
                },
                {
                    "start": 269.14,
                    "end": 269.34,
                    "word": " are",
                    "probability": 0.8974609375
                },
                {
                    "start": 269.34,
                    "end": 269.98,
                    "word": " working",
                    "probability": 0.751953125
                },
                {
                    "start": 269.98,
                    "end": 270.16,
                    "word": ",",
                    "probability": 0.94677734375
                },
                {
                    "start": 270.16,
                    "end": 270.3,
                    "word": " we're",
                    "probability": 0.916748046875
                },
                {
                    "start": 270.3,
                    "end": 270.58,
                    "word": " creating",
                    "probability": 0.81201171875
                },
                {
                    "start": 270.58,
                    "end": 270.78,
                    "word": " our",
                    "probability": 0.76904296875
                },
                {
                    "start": 270.78,
                    "end": 271.24,
                    "word": " logic",
                    "probability": 0.80517578125
                },
                {
                    "start": 271.24,
                    "end": 271.58,
                    "word": ",",
                    "probability": 0.939453125
                },
                {
                    "start": 271.58,
                    "end": 271.68,
                    "word": " the",
                    "probability": 0.7353515625
                },
                {
                    "start": 271.68,
                    "end": 272.18,
                    "word": " alerts",
                    "probability": 0.7587890625
                },
                {
                    "start": 272.18,
                    "end": 272.38,
                    "word": " are",
                    "probability": 0.90234375
                },
                {
                    "start": 272.38,
                    "end": 272.74,
                    "word": " triggering",
                    "probability": 0.72265625
                },
                {
                    "start": 272.74,
                    "end": 272.92,
                    "word": ",",
                    "probability": 0.96142578125
                },
                {
                    "start": 272.92,
                    "end": 273.06,
                    "word": " we're",
                    "probability": 0.898681640625
                },
                {
                    "start": 273.06,
                    "end": 273.52,
                    "word": " investigating",
                    "probability": 0.77783203125
                },
                {
                    "start": 273.52,
                    "end": 274.04,
                    "word": " them",
                    "probability": 0.7392578125
                },
                {
                    "start": 274.04,
                    "end": 274.68,
                    "word": ".",
                    "probability": 0.7265625
                }
            ]
        },
        {
            "id": 44,
            "seek": 28238,
            "start": 275.04,
            "end": 289.06,
            "text": " But I learned the hard way that after you deploy a detection program, which is a challenge by itself, another challenge starts and perhaps more difficult than the one deploying the program.",
            "tokens": [
                51114,
                583,
                286,
                3264,
                264,
                1152,
                636,
                300,
                934,
                291,
                7274,
                257,
                17784,
                1461,
                11,
                597,
                307,
                257,
                3430,
                538,
                2564,
                11,
                1071,
                3430,
                3719,
                293,
                4317,
                544,
                2252,
                813,
                264,
                472,
                34198,
                264,
                1461,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22534722006983227,
            "compression_ratio": 1.7872340425531914,
            "no_speech_prob": 0.71826171875,
            "words": [
                {
                    "start": 275.04,
                    "end": 275.36,
                    "word": " But",
                    "probability": 0.87890625
                },
                {
                    "start": 275.36,
                    "end": 276.54,
                    "word": " I",
                    "probability": 0.83447265625
                },
                {
                    "start": 276.54,
                    "end": 277.0,
                    "word": " learned",
                    "probability": 0.83544921875
                },
                {
                    "start": 277.0,
                    "end": 277.34,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 277.34,
                    "end": 277.52,
                    "word": " hard",
                    "probability": 0.82177734375
                },
                {
                    "start": 277.52,
                    "end": 277.8,
                    "word": " way",
                    "probability": 0.89404296875
                },
                {
                    "start": 277.8,
                    "end": 278.22,
                    "word": " that",
                    "probability": 0.84716796875
                },
                {
                    "start": 278.22,
                    "end": 279.34,
                    "word": " after",
                    "probability": 0.68115234375
                },
                {
                    "start": 279.34,
                    "end": 279.5,
                    "word": " you",
                    "probability": 0.8837890625
                },
                {
                    "start": 279.5,
                    "end": 279.82,
                    "word": " deploy",
                    "probability": 0.76318359375
                },
                {
                    "start": 280.14,
                    "end": 280.5,
                    "word": " a detection",
                    "probability": 0.7001953125
                },
                {
                    "start": 280.5,
                    "end": 280.98,
                    "word": " program",
                    "probability": 0.76708984375
                },
                {
                    "start": 280.98,
                    "end": 281.26,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 281.26,
                    "end": 281.66,
                    "word": " which",
                    "probability": 0.9150390625
                },
                {
                    "start": 281.66,
                    "end": 281.86,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 282.14,
                    "end": 282.46,
                    "word": " a challenge",
                    "probability": 0.77001953125
                },
                {
                    "start": 282.46,
                    "end": 282.7,
                    "word": " by",
                    "probability": 0.90087890625
                },
                {
                    "start": 282.7,
                    "end": 283.18,
                    "word": " itself",
                    "probability": 0.76708984375
                },
                {
                    "start": 283.18,
                    "end": 283.74,
                    "word": ",",
                    "probability": 0.96923828125
                },
                {
                    "start": 283.74,
                    "end": 284.12,
                    "word": " another",
                    "probability": 0.81201171875
                },
                {
                    "start": 284.12,
                    "end": 284.78,
                    "word": " challenge",
                    "probability": 0.78466796875
                },
                {
                    "start": 284.78,
                    "end": 285.46,
                    "word": " starts",
                    "probability": 0.78564453125
                },
                {
                    "start": 285.46,
                    "end": 285.76,
                    "word": " and",
                    "probability": 0.491455078125
                },
                {
                    "start": 285.76,
                    "end": 286.04,
                    "word": " perhaps",
                    "probability": 0.82421875
                },
                {
                    "start": 286.04,
                    "end": 286.3,
                    "word": " more",
                    "probability": 0.86474609375
                },
                {
                    "start": 286.3,
                    "end": 286.72,
                    "word": " difficult",
                    "probability": 0.8447265625
                },
                {
                    "start": 286.72,
                    "end": 287.12,
                    "word": " than",
                    "probability": 0.89111328125
                },
                {
                    "start": 287.12,
                    "end": 287.32,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 287.32,
                    "end": 287.56,
                    "word": " one",
                    "probability": 0.82666015625
                },
                {
                    "start": 287.56,
                    "end": 287.94,
                    "word": " deploying",
                    "probability": 0.7099609375
                },
                {
                    "start": 287.94,
                    "end": 288.1,
                    "word": " the",
                    "probability": 0.7900390625
                },
                {
                    "start": 288.1,
                    "end": 288.48,
                    "word": " program",
                    "probability": 0.74755859375
                },
                {
                    "start": 288.48,
                    "end": 289.06,
                    "word": ".",
                    "probability": 0.8935546875
                }
            ]
        },
        {
            "id": 45,
            "seek": 30936,
            "start": 289.06,
            "end": 297.28,
            "text": " And that is, we need to maintain this complex balance of tools, process, technology working together.",
            "tokens": [
                50364,
                400,
                300,
                307,
                11,
                321,
                643,
                281,
                6909,
                341,
                3997,
                4772,
                295,
                3873,
                11,
                1399,
                11,
                2899,
                1364,
                1214,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051957788237606,
            "compression_ratio": 1.6294642857142858,
            "no_speech_prob": 0.14208984375,
            "words": [
                {
                    "start": 289.06,
                    "end": 289.22,
                    "word": " And",
                    "probability": 0.53564453125
                },
                {
                    "start": 289.22,
                    "end": 289.46,
                    "word": " that",
                    "probability": 0.859375
                },
                {
                    "start": 289.46,
                    "end": 289.72,
                    "word": " is",
                    "probability": 0.9052734375
                },
                {
                    "start": 289.72,
                    "end": 290.1,
                    "word": ",",
                    "probability": 0.46435546875
                },
                {
                    "start": 290.1,
                    "end": 290.18,
                    "word": " we",
                    "probability": 0.90625
                },
                {
                    "start": 290.18,
                    "end": 290.36,
                    "word": " need",
                    "probability": 0.81103515625
                },
                {
                    "start": 290.36,
                    "end": 290.56,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 290.56,
                    "end": 291.4,
                    "word": " maintain",
                    "probability": 0.6982421875
                },
                {
                    "start": 291.4,
                    "end": 292.1,
                    "word": " this",
                    "probability": 0.865234375
                },
                {
                    "start": 292.1,
                    "end": 292.88,
                    "word": " complex",
                    "probability": 0.70068359375
                },
                {
                    "start": 292.88,
                    "end": 293.56,
                    "word": " balance",
                    "probability": 0.91015625
                },
                {
                    "start": 293.56,
                    "end": 293.88,
                    "word": " of",
                    "probability": 0.8974609375
                },
                {
                    "start": 293.88,
                    "end": 294.4,
                    "word": " tools",
                    "probability": 0.7900390625
                },
                {
                    "start": 294.4,
                    "end": 294.66,
                    "word": ",",
                    "probability": 0.92236328125
                },
                {
                    "start": 294.66,
                    "end": 295.04,
                    "word": " process",
                    "probability": 0.828125
                },
                {
                    "start": 295.04,
                    "end": 295.26,
                    "word": ",",
                    "probability": 0.86572265625
                },
                {
                    "start": 295.26,
                    "end": 295.8,
                    "word": " technology",
                    "probability": 0.90478515625
                },
                {
                    "start": 295.8,
                    "end": 296.26,
                    "word": " working",
                    "probability": 0.5556640625
                },
                {
                    "start": 296.26,
                    "end": 297.14,
                    "word": " together",
                    "probability": 0.7802734375
                },
                {
                    "start": 297.14,
                    "end": 297.28,
                    "word": ".",
                    "probability": 0.5029296875
                }
            ]
        },
        {
            "id": 46,
            "seek": 30936,
            "start": 297.28,
            "end": 300.12,
            "text": " And it's not easy. So many things can go wrong, right?",
            "tokens": [
                50764,
                400,
                309,
                311,
                406,
                1858,
                13,
                407,
                867,
                721,
                393,
                352,
                2085,
                11,
                558,
                30,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051957788237606,
            "compression_ratio": 1.6294642857142858,
            "no_speech_prob": 0.14208984375,
            "words": [
                {
                    "start": 297.28,
                    "end": 297.44,
                    "word": " And",
                    "probability": 0.736328125
                },
                {
                    "start": 297.44,
                    "end": 297.64,
                    "word": " it's",
                    "probability": 0.949462890625
                },
                {
                    "start": 297.64,
                    "end": 297.82,
                    "word": " not",
                    "probability": 0.8916015625
                },
                {
                    "start": 297.82,
                    "end": 298.18,
                    "word": " easy",
                    "probability": 0.8095703125
                },
                {
                    "start": 298.18,
                    "end": 298.34,
                    "word": ".",
                    "probability": 0.73046875
                },
                {
                    "start": 298.34,
                    "end": 298.58,
                    "word": " So",
                    "probability": 0.900390625
                },
                {
                    "start": 298.58,
                    "end": 298.74,
                    "word": " many",
                    "probability": 0.818359375
                },
                {
                    "start": 298.74,
                    "end": 299.02,
                    "word": " things",
                    "probability": 0.740234375
                },
                {
                    "start": 299.02,
                    "end": 299.18,
                    "word": " can",
                    "probability": 0.9033203125
                },
                {
                    "start": 299.18,
                    "end": 299.34,
                    "word": " go",
                    "probability": 0.9013671875
                },
                {
                    "start": 299.34,
                    "end": 299.7,
                    "word": " wrong",
                    "probability": 0.8427734375
                },
                {
                    "start": 299.7,
                    "end": 299.8,
                    "word": ",",
                    "probability": 0.68994140625
                },
                {
                    "start": 299.8,
                    "end": 300.0,
                    "word": " right",
                    "probability": 0.8759765625
                },
                {
                    "start": 300.0,
                    "end": 300.12,
                    "word": "?",
                    "probability": 0.9052734375
                }
            ]
        },
        {
            "id": 47,
            "seek": 30936,
            "start": 300.12,
            "end": 310.26,
            "text": " So we need to basically deploy controls to measure the effectiveness and verify the health status of a detection program.",
            "tokens": [
                50914,
                407,
                321,
                643,
                281,
                1936,
                7274,
                9003,
                281,
                3481,
                264,
                21208,
                293,
                16888,
                264,
                1585,
                6558,
                295,
                257,
                17784,
                1461,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051957788237606,
            "compression_ratio": 1.6294642857142858,
            "no_speech_prob": 0.14208984375,
            "words": [
                {
                    "start": 300.12,
                    "end": 300.48,
                    "word": " So",
                    "probability": 0.90771484375
                },
                {
                    "start": 300.48,
                    "end": 300.68,
                    "word": " we",
                    "probability": 0.84130859375
                },
                {
                    "start": 300.68,
                    "end": 300.98,
                    "word": " need",
                    "probability": 0.7978515625
                },
                {
                    "start": 300.98,
                    "end": 301.42,
                    "word": " to",
                    "probability": 0.8896484375
                },
                {
                    "start": 301.42,
                    "end": 302.12,
                    "word": " basically",
                    "probability": 0.875
                },
                {
                    "start": 302.12,
                    "end": 302.7,
                    "word": " deploy",
                    "probability": 0.7001953125
                },
                {
                    "start": 302.7,
                    "end": 303.24,
                    "word": " controls",
                    "probability": 0.61279296875
                },
                {
                    "start": 303.24,
                    "end": 303.52,
                    "word": " to",
                    "probability": 0.884765625
                },
                {
                    "start": 303.52,
                    "end": 303.96,
                    "word": " measure",
                    "probability": 0.80615234375
                },
                {
                    "start": 303.96,
                    "end": 304.22,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 304.22,
                    "end": 304.84,
                    "word": " effectiveness",
                    "probability": 0.7197265625
                },
                {
                    "start": 304.84,
                    "end": 305.94,
                    "word": " and",
                    "probability": 0.80712890625
                },
                {
                    "start": 305.94,
                    "end": 306.4,
                    "word": " verify",
                    "probability": 0.830078125
                },
                {
                    "start": 306.4,
                    "end": 307.22,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 307.22,
                    "end": 307.46,
                    "word": " health",
                    "probability": 0.892578125
                },
                {
                    "start": 307.46,
                    "end": 307.92,
                    "word": " status",
                    "probability": 0.822265625
                },
                {
                    "start": 307.92,
                    "end": 308.48,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 308.96,
                    "end": 309.32,
                    "word": " a detection",
                    "probability": 0.67333984375
                },
                {
                    "start": 309.32,
                    "end": 309.82,
                    "word": " program",
                    "probability": 0.7744140625
                },
                {
                    "start": 309.82,
                    "end": 310.26,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 48,
            "seek": 30936,
            "start": 310.26,
            "end": 316.04,
            "text": " We're not thinking about those metrics. We need to start thinking about these metrics.",
            "tokens": [
                51414,
                492,
                434,
                406,
                1953,
                466,
                729,
                16367,
                13,
                492,
                643,
                281,
                722,
                1953,
                466,
                613,
                16367,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2051957788237606,
            "compression_ratio": 1.6294642857142858,
            "no_speech_prob": 0.14208984375,
            "words": [
                {
                    "start": 310.26,
                    "end": 310.56,
                    "word": " We're",
                    "probability": 0.849853515625
                },
                {
                    "start": 310.56,
                    "end": 310.78,
                    "word": " not",
                    "probability": 0.89013671875
                },
                {
                    "start": 310.78,
                    "end": 311.08,
                    "word": " thinking",
                    "probability": 0.751953125
                },
                {
                    "start": 311.08,
                    "end": 311.34,
                    "word": " about",
                    "probability": 0.818359375
                },
                {
                    "start": 311.34,
                    "end": 311.56,
                    "word": " those",
                    "probability": 0.85009765625
                },
                {
                    "start": 311.56,
                    "end": 311.88,
                    "word": " metrics",
                    "probability": 0.80810546875
                },
                {
                    "start": 311.88,
                    "end": 312.1,
                    "word": ".",
                    "probability": 0.76806640625
                },
                {
                    "start": 312.1,
                    "end": 312.36,
                    "word": " We",
                    "probability": 0.892578125
                },
                {
                    "start": 312.36,
                    "end": 312.6,
                    "word": " need",
                    "probability": 0.52587890625
                },
                {
                    "start": 312.6,
                    "end": 312.74,
                    "word": " to",
                    "probability": 0.80419921875
                },
                {
                    "start": 312.74,
                    "end": 313.34,
                    "word": " start",
                    "probability": 0.84814453125
                },
                {
                    "start": 313.34,
                    "end": 314.7,
                    "word": " thinking",
                    "probability": 0.681640625
                },
                {
                    "start": 314.7,
                    "end": 315.08,
                    "word": " about",
                    "probability": 0.8203125
                },
                {
                    "start": 315.08,
                    "end": 315.34,
                    "word": " these",
                    "probability": 0.5771484375
                },
                {
                    "start": 315.34,
                    "end": 315.66,
                    "word": " metrics",
                    "probability": 0.79345703125
                },
                {
                    "start": 315.66,
                    "end": 316.04,
                    "word": ".",
                    "probability": 0.99853515625
                }
            ]
        },
        {
            "id": 49,
            "seek": 33632,
            "start": 318.0,
            "end": 323.38,
            "text": " Yeah, so I have a long history in consulting and I've built a lot of these detection programs in the past.",
            "tokens": [
                50414,
                865,
                11,
                370,
                286,
                362,
                257,
                938,
                2503,
                294,
                23682,
                293,
                286,
                600,
                3094,
                257,
                688,
                295,
                613,
                17784,
                4268,
                294,
                264,
                1791,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 318.0,
                    "end": 318.48,
                    "word": " Yeah",
                    "probability": 0.258544921875
                },
                {
                    "start": 318.48,
                    "end": 318.54,
                    "word": ",",
                    "probability": 0.90087890625
                },
                {
                    "start": 318.54,
                    "end": 318.64,
                    "word": " so",
                    "probability": 0.89013671875
                },
                {
                    "start": 318.64,
                    "end": 318.76,
                    "word": " I",
                    "probability": 0.97119140625
                },
                {
                    "start": 318.76,
                    "end": 318.84,
                    "word": " have",
                    "probability": 0.8671875
                },
                {
                    "start": 318.96,
                    "end": 319.14,
                    "word": " a long",
                    "probability": 0.87548828125
                },
                {
                    "start": 319.14,
                    "end": 319.5,
                    "word": " history",
                    "probability": 0.84423828125
                },
                {
                    "start": 319.5,
                    "end": 319.72,
                    "word": " in",
                    "probability": 0.8876953125
                },
                {
                    "start": 319.72,
                    "end": 320.2,
                    "word": " consulting",
                    "probability": 0.73583984375
                },
                {
                    "start": 320.2,
                    "end": 320.46,
                    "word": " and",
                    "probability": 0.7041015625
                },
                {
                    "start": 320.46,
                    "end": 320.64,
                    "word": " I've",
                    "probability": 0.963134765625
                },
                {
                    "start": 320.64,
                    "end": 320.86,
                    "word": " built",
                    "probability": 0.8544921875
                },
                {
                    "start": 321.0,
                    "end": 321.16,
                    "word": " a lot",
                    "probability": 0.904296875
                },
                {
                    "start": 321.16,
                    "end": 321.28,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 321.28,
                    "end": 321.5,
                    "word": " these",
                    "probability": 0.71533203125
                },
                {
                    "start": 321.5,
                    "end": 321.88,
                    "word": " detection",
                    "probability": 0.75390625
                },
                {
                    "start": 321.88,
                    "end": 322.36,
                    "word": " programs",
                    "probability": 0.68017578125
                },
                {
                    "start": 322.36,
                    "end": 322.54,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 322.54,
                    "end": 322.68,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 322.68,
                    "end": 323.18,
                    "word": " past",
                    "probability": 0.80322265625
                },
                {
                    "start": 323.18,
                    "end": 323.38,
                    "word": ".",
                    "probability": 0.6708984375
                }
            ]
        },
        {
            "id": 50,
            "seek": 33632,
            "start": 323.38,
            "end": 327.18,
            "text": " Usually they're great or even rocking the detection.",
            "tokens": [
                50714,
                11419,
                436,
                434,
                869,
                420,
                754,
                30929,
                264,
                17784,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 323.38,
                    "end": 323.68,
                    "word": " Usually",
                    "probability": 0.64111328125
                },
                {
                    "start": 323.68,
                    "end": 324.06,
                    "word": " they're",
                    "probability": 0.48974609375
                },
                {
                    "start": 324.06,
                    "end": 324.92,
                    "word": " great",
                    "probability": 0.837890625
                },
                {
                    "start": 324.92,
                    "end": 325.24,
                    "word": " or",
                    "probability": 0.7373046875
                },
                {
                    "start": 325.24,
                    "end": 325.52,
                    "word": " even",
                    "probability": 0.80322265625
                },
                {
                    "start": 325.52,
                    "end": 325.96,
                    "word": " rocking",
                    "probability": 0.73095703125
                },
                {
                    "start": 325.96,
                    "end": 326.3,
                    "word": " the",
                    "probability": 0.67138671875
                },
                {
                    "start": 326.3,
                    "end": 327.0,
                    "word": " detection",
                    "probability": 0.63037109375
                },
                {
                    "start": 327.0,
                    "end": 327.18,
                    "word": ".",
                    "probability": 0.332275390625
                }
            ]
        },
        {
            "id": 51,
            "seek": 33632,
            "start": 327.18,
            "end": 329.14,
            "text": " So they're building a lot of cool stuff.",
            "tokens": [
                50914,
                407,
                436,
                434,
                2390,
                257,
                688,
                295,
                1627,
                1507,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 327.18,
                    "end": 327.28,
                    "word": " So",
                    "probability": 0.8642578125
                },
                {
                    "start": 327.28,
                    "end": 327.7,
                    "word": " they're",
                    "probability": 0.810546875
                },
                {
                    "start": 327.7,
                    "end": 328.06,
                    "word": " building",
                    "probability": 0.591796875
                },
                {
                    "start": 328.24,
                    "end": 328.34,
                    "word": " a lot",
                    "probability": 0.89404296875
                },
                {
                    "start": 328.34,
                    "end": 328.44,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 328.44,
                    "end": 328.66,
                    "word": " cool",
                    "probability": 0.8828125
                },
                {
                    "start": 328.66,
                    "end": 329.06,
                    "word": " stuff",
                    "probability": 0.78125
                },
                {
                    "start": 329.06,
                    "end": 329.14,
                    "word": ".",
                    "probability": 0.59765625
                }
            ]
        },
        {
            "id": 52,
            "seek": 33632,
            "start": 329.14,
            "end": 331.94,
            "text": " They're responding to it, as Marisha also said.",
            "tokens": [
                51014,
                814,
                434,
                16670,
                281,
                309,
                11,
                382,
                2039,
                16546,
                611,
                848,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 329.14,
                    "end": 329.26,
                    "word": " They're",
                    "probability": 0.822265625
                },
                {
                    "start": 329.26,
                    "end": 329.68,
                    "word": " responding",
                    "probability": 0.6806640625
                },
                {
                    "start": 329.68,
                    "end": 329.92,
                    "word": " to",
                    "probability": 0.91064453125
                },
                {
                    "start": 329.92,
                    "end": 330.06,
                    "word": " it",
                    "probability": 0.89599609375
                },
                {
                    "start": 330.06,
                    "end": 330.14,
                    "word": ",",
                    "probability": 0.374755859375
                },
                {
                    "start": 330.14,
                    "end": 330.22,
                    "word": " as",
                    "probability": 0.8984375
                },
                {
                    "start": 330.22,
                    "end": 330.68,
                    "word": " Marisha",
                    "probability": 0.4298095703125
                },
                {
                    "start": 330.68,
                    "end": 331.0,
                    "word": " also",
                    "probability": 0.822265625
                },
                {
                    "start": 331.0,
                    "end": 331.46,
                    "word": " said",
                    "probability": 0.841796875
                },
                {
                    "start": 331.46,
                    "end": 331.94,
                    "word": ".",
                    "probability": 0.84521484375
                }
            ]
        },
        {
            "id": 53,
            "seek": 33632,
            "start": 332.64,
            "end": 336.84,
            "text": " And then some of the really mature teams also have a real good hunting practice.",
            "tokens": [
                51114,
                400,
                550,
                512,
                295,
                264,
                534,
                14442,
                5491,
                611,
                362,
                257,
                957,
                665,
                12599,
                3124,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 332.64,
                    "end": 332.88,
                    "word": " And",
                    "probability": 0.88037109375
                },
                {
                    "start": 332.88,
                    "end": 333.0,
                    "word": " then",
                    "probability": 0.73583984375
                },
                {
                    "start": 333.0,
                    "end": 333.22,
                    "word": " some",
                    "probability": 0.80859375
                },
                {
                    "start": 333.22,
                    "end": 333.36,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 333.36,
                    "end": 333.48,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 333.48,
                    "end": 333.72,
                    "word": " really",
                    "probability": 0.78515625
                },
                {
                    "start": 333.72,
                    "end": 334.1,
                    "word": " mature",
                    "probability": 0.8369140625
                },
                {
                    "start": 334.1,
                    "end": 334.42,
                    "word": " teams",
                    "probability": 0.79345703125
                },
                {
                    "start": 334.42,
                    "end": 334.72,
                    "word": " also",
                    "probability": 0.81982421875
                },
                {
                    "start": 334.72,
                    "end": 334.98,
                    "word": " have",
                    "probability": 0.8818359375
                },
                {
                    "start": 335.3,
                    "end": 335.5,
                    "word": " a real",
                    "probability": 0.84716796875
                },
                {
                    "start": 335.5,
                    "end": 335.74,
                    "word": " good",
                    "probability": 0.873046875
                },
                {
                    "start": 335.74,
                    "end": 336.04,
                    "word": " hunting",
                    "probability": 0.66845703125
                },
                {
                    "start": 336.04,
                    "end": 336.62,
                    "word": " practice",
                    "probability": 0.79052734375
                },
                {
                    "start": 336.62,
                    "end": 336.84,
                    "word": ".",
                    "probability": 0.947265625
                }
            ]
        },
        {
            "id": 54,
            "seek": 33632,
            "start": 336.84,
            "end": 343.0,
            "text": " They do their own research into all kinds of threats that are out there or new techniques that are being applied.",
            "tokens": [
                51364,
                814,
                360,
                641,
                1065,
                2132,
                666,
                439,
                3685,
                295,
                14909,
                300,
                366,
                484,
                456,
                420,
                777,
                7512,
                300,
                366,
                885,
                6456,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2390046228689176,
            "compression_ratio": 1.6908396946564885,
            "no_speech_prob": 0.189208984375,
            "words": [
                {
                    "start": 336.84,
                    "end": 336.92,
                    "word": " They",
                    "probability": 0.73876953125
                },
                {
                    "start": 336.92,
                    "end": 337.04,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 337.04,
                    "end": 337.26,
                    "word": " their",
                    "probability": 0.91015625
                },
                {
                    "start": 337.26,
                    "end": 337.46,
                    "word": " own",
                    "probability": 0.82275390625
                },
                {
                    "start": 337.46,
                    "end": 337.94,
                    "word": " research",
                    "probability": 0.79736328125
                },
                {
                    "start": 337.94,
                    "end": 338.24,
                    "word": " into",
                    "probability": 0.74365234375
                },
                {
                    "start": 338.24,
                    "end": 338.5,
                    "word": " all",
                    "probability": 0.904296875
                },
                {
                    "start": 338.5,
                    "end": 338.8,
                    "word": " kinds",
                    "probability": 0.76123046875
                },
                {
                    "start": 338.8,
                    "end": 339.16,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 339.16,
                    "end": 339.94,
                    "word": " threats",
                    "probability": 0.79345703125
                },
                {
                    "start": 339.94,
                    "end": 340.12,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 340.12,
                    "end": 340.26,
                    "word": " are",
                    "probability": 0.888671875
                },
                {
                    "start": 340.26,
                    "end": 340.5,
                    "word": " out",
                    "probability": 0.8134765625
                },
                {
                    "start": 340.5,
                    "end": 340.8,
                    "word": " there",
                    "probability": 0.85791015625
                },
                {
                    "start": 340.8,
                    "end": 340.98,
                    "word": " or",
                    "probability": 0.74560546875
                },
                {
                    "start": 340.98,
                    "end": 341.22,
                    "word": " new",
                    "probability": 0.806640625
                },
                {
                    "start": 341.22,
                    "end": 341.6,
                    "word": " techniques",
                    "probability": 0.833984375
                },
                {
                    "start": 341.6,
                    "end": 341.76,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 341.76,
                    "end": 341.84,
                    "word": " are",
                    "probability": 0.8798828125
                },
                {
                    "start": 341.84,
                    "end": 342.08,
                    "word": " being",
                    "probability": 0.88134765625
                },
                {
                    "start": 342.08,
                    "end": 342.52,
                    "word": " applied",
                    "probability": 0.64697265625
                },
                {
                    "start": 342.52,
                    "end": 343.0,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 55,
            "seek": 36520,
            "start": 343.0,
            "end": 346.92,
            "text": " However, in most cases, these teams are quite reactive in nature.",
            "tokens": [
                50364,
                2908,
                11,
                294,
                881,
                3331,
                11,
                613,
                5491,
                366,
                1596,
                28897,
                294,
                3687,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 343.0,
                    "end": 343.42,
                    "word": " However",
                    "probability": 0.65478515625
                },
                {
                    "start": 343.42,
                    "end": 343.52,
                    "word": ",",
                    "probability": 0.8974609375
                },
                {
                    "start": 343.52,
                    "end": 343.68,
                    "word": " in",
                    "probability": 0.90380859375
                },
                {
                    "start": 343.68,
                    "end": 343.96,
                    "word": " most",
                    "probability": 0.80029296875
                },
                {
                    "start": 343.96,
                    "end": 344.34,
                    "word": " cases",
                    "probability": 0.83056640625
                },
                {
                    "start": 344.34,
                    "end": 344.34,
                    "word": ",",
                    "probability": 0.6787109375
                },
                {
                    "start": 344.34,
                    "end": 344.6,
                    "word": " these",
                    "probability": 0.7080078125
                },
                {
                    "start": 344.6,
                    "end": 344.86,
                    "word": " teams",
                    "probability": 0.76025390625
                },
                {
                    "start": 344.86,
                    "end": 345.08,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 345.08,
                    "end": 345.56,
                    "word": " quite",
                    "probability": 0.8828125
                },
                {
                    "start": 345.56,
                    "end": 346.08,
                    "word": " reactive",
                    "probability": 0.71875
                },
                {
                    "start": 346.08,
                    "end": 346.34,
                    "word": " in",
                    "probability": 0.89990234375
                },
                {
                    "start": 346.34,
                    "end": 346.7,
                    "word": " nature",
                    "probability": 0.783203125
                },
                {
                    "start": 346.7,
                    "end": 346.92,
                    "word": ".",
                    "probability": 0.4287109375
                }
            ]
        },
        {
            "id": 56,
            "seek": 36520,
            "start": 346.92,
            "end": 349.68,
            "text": " So they only respond to what is new.",
            "tokens": [
                50514,
                407,
                436,
                787,
                4196,
                281,
                437,
                307,
                777,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 346.92,
                    "end": 347.0,
                    "word": " So",
                    "probability": 0.6533203125
                },
                {
                    "start": 347.0,
                    "end": 347.18,
                    "word": " they",
                    "probability": 0.313232421875
                },
                {
                    "start": 347.18,
                    "end": 347.62,
                    "word": " only",
                    "probability": 0.84619140625
                },
                {
                    "start": 347.62,
                    "end": 348.2,
                    "word": " respond",
                    "probability": 0.701171875
                },
                {
                    "start": 348.2,
                    "end": 348.42,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 348.42,
                    "end": 348.58,
                    "word": " what",
                    "probability": 0.8828125
                },
                {
                    "start": 348.58,
                    "end": 348.72,
                    "word": " is",
                    "probability": 0.9052734375
                },
                {
                    "start": 348.72,
                    "end": 349.06,
                    "word": " new",
                    "probability": 0.80859375
                },
                {
                    "start": 349.06,
                    "end": 349.68,
                    "word": ".",
                    "probability": 0.26806640625
                }
            ]
        },
        {
            "id": 57,
            "seek": 36520,
            "start": 349.9,
            "end": 354.46,
            "text": " And they don't always look inward really well.",
            "tokens": [
                50664,
                400,
                436,
                500,
                380,
                1009,
                574,
                29876,
                534,
                731,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 349.9,
                    "end": 350.18,
                    "word": " And",
                    "probability": 0.83154296875
                },
                {
                    "start": 350.18,
                    "end": 350.32,
                    "word": " they",
                    "probability": 0.71875
                },
                {
                    "start": 350.32,
                    "end": 350.7,
                    "word": " don't",
                    "probability": 0.94287109375
                },
                {
                    "start": 350.7,
                    "end": 351.48,
                    "word": " always",
                    "probability": 0.76123046875
                },
                {
                    "start": 351.48,
                    "end": 352.54,
                    "word": " look",
                    "probability": 0.89453125
                },
                {
                    "start": 352.54,
                    "end": 353.06,
                    "word": " inward",
                    "probability": 0.439697265625
                },
                {
                    "start": 353.06,
                    "end": 353.48,
                    "word": " really",
                    "probability": 0.599609375
                },
                {
                    "start": 353.48,
                    "end": 353.84,
                    "word": " well",
                    "probability": 0.8837890625
                },
                {
                    "start": 353.84,
                    "end": 354.46,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 58,
            "seek": 36520,
            "start": 354.5,
            "end": 359.64,
            "text": " So the more mature teams actually monitor all their incoming log sources.",
            "tokens": [
                50914,
                407,
                264,
                544,
                14442,
                5491,
                767,
                6002,
                439,
                641,
                22341,
                3565,
                7139,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 354.5,
                    "end": 354.82,
                    "word": " So",
                    "probability": 0.82861328125
                },
                {
                    "start": 354.82,
                    "end": 355.76,
                    "word": " the",
                    "probability": 0.66796875
                },
                {
                    "start": 355.76,
                    "end": 356.0,
                    "word": " more",
                    "probability": 0.88916015625
                },
                {
                    "start": 356.0,
                    "end": 356.54,
                    "word": " mature",
                    "probability": 0.7109375
                },
                {
                    "start": 356.54,
                    "end": 356.88,
                    "word": " teams",
                    "probability": 0.7861328125
                },
                {
                    "start": 356.88,
                    "end": 357.32,
                    "word": " actually",
                    "probability": 0.7470703125
                },
                {
                    "start": 357.32,
                    "end": 357.78,
                    "word": " monitor",
                    "probability": 0.8916015625
                },
                {
                    "start": 357.78,
                    "end": 358.02,
                    "word": " all",
                    "probability": 0.89794921875
                },
                {
                    "start": 358.02,
                    "end": 358.18,
                    "word": " their",
                    "probability": 0.89501953125
                },
                {
                    "start": 358.18,
                    "end": 358.58,
                    "word": " incoming",
                    "probability": 0.7578125
                },
                {
                    "start": 358.58,
                    "end": 358.86,
                    "word": " log",
                    "probability": 0.7587890625
                },
                {
                    "start": 358.86,
                    "end": 359.34,
                    "word": " sources",
                    "probability": 0.701171875
                },
                {
                    "start": 359.34,
                    "end": 359.64,
                    "word": ".",
                    "probability": 0.39111328125
                }
            ]
        },
        {
            "id": 59,
            "seek": 36520,
            "start": 360.02,
            "end": 362.6,
            "text": " But it's not always at the granular level.",
            "tokens": [
                51164,
                583,
                309,
                311,
                406,
                1009,
                412,
                264,
                39962,
                1496,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 360.02,
                    "end": 360.64,
                    "word": " But",
                    "probability": 0.888671875
                },
                {
                    "start": 360.64,
                    "end": 360.86,
                    "word": " it's",
                    "probability": 0.94287109375
                },
                {
                    "start": 360.86,
                    "end": 361.06,
                    "word": " not",
                    "probability": 0.89013671875
                },
                {
                    "start": 361.06,
                    "end": 361.36,
                    "word": " always",
                    "probability": 0.76123046875
                },
                {
                    "start": 361.36,
                    "end": 361.52,
                    "word": " at",
                    "probability": 0.900390625
                },
                {
                    "start": 361.52,
                    "end": 361.66,
                    "word": " the",
                    "probability": 0.796875
                },
                {
                    "start": 361.66,
                    "end": 362.0,
                    "word": " granular",
                    "probability": 0.81396484375
                },
                {
                    "start": 362.0,
                    "end": 362.46,
                    "word": " level",
                    "probability": 0.818359375
                },
                {
                    "start": 362.46,
                    "end": 362.6,
                    "word": ".",
                    "probability": 0.9013671875
                }
            ]
        },
        {
            "id": 60,
            "seek": 36520,
            "start": 362.6,
            "end": 369.04,
            "text": " Usually it's on a system level and then maybe only after a couple of days that there's no logs incoming.",
            "tokens": [
                51314,
                11419,
                309,
                311,
                322,
                257,
                1185,
                1496,
                293,
                550,
                1310,
                787,
                934,
                257,
                1916,
                295,
                1708,
                300,
                456,
                311,
                572,
                20820,
                22341,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 362.6,
                    "end": 362.82,
                    "word": " Usually",
                    "probability": 0.7998046875
                },
                {
                    "start": 362.82,
                    "end": 363.04,
                    "word": " it's",
                    "probability": 0.803955078125
                },
                {
                    "start": 363.04,
                    "end": 363.16,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 363.28,
                    "end": 363.6,
                    "word": " a system",
                    "probability": 0.8671875
                },
                {
                    "start": 363.6,
                    "end": 364.12,
                    "word": " level",
                    "probability": 0.82275390625
                },
                {
                    "start": 364.12,
                    "end": 364.44,
                    "word": " and",
                    "probability": 0.375732421875
                },
                {
                    "start": 364.44,
                    "end": 364.6,
                    "word": " then",
                    "probability": 0.70751953125
                },
                {
                    "start": 364.6,
                    "end": 364.8,
                    "word": " maybe",
                    "probability": 0.8466796875
                },
                {
                    "start": 364.8,
                    "end": 365.16,
                    "word": " only",
                    "probability": 0.84716796875
                },
                {
                    "start": 365.16,
                    "end": 365.62,
                    "word": " after",
                    "probability": 0.7294921875
                },
                {
                    "start": 365.82,
                    "end": 366.0,
                    "word": " a couple",
                    "probability": 0.7939453125
                },
                {
                    "start": 366.0,
                    "end": 366.18,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 366.18,
                    "end": 366.46,
                    "word": " days",
                    "probability": 0.8076171875
                },
                {
                    "start": 366.46,
                    "end": 366.74,
                    "word": " that",
                    "probability": 0.78515625
                },
                {
                    "start": 366.74,
                    "end": 367.5,
                    "word": " there's",
                    "probability": 0.881591796875
                },
                {
                    "start": 367.5,
                    "end": 367.68,
                    "word": " no",
                    "probability": 0.8935546875
                },
                {
                    "start": 367.68,
                    "end": 368.0,
                    "word": " logs",
                    "probability": 0.74853515625
                },
                {
                    "start": 368.0,
                    "end": 368.5,
                    "word": " incoming",
                    "probability": 0.75
                },
                {
                    "start": 368.5,
                    "end": 369.04,
                    "word": ".",
                    "probability": 0.81640625
                }
            ]
        },
        {
            "id": 61,
            "seek": 36520,
            "start": 369.04,
            "end": 371.88,
            "text": " So never on a really short timeframe.",
            "tokens": [
                51614,
                407,
                1128,
                322,
                257,
                534,
                2099,
                34830,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2131371301354714,
            "compression_ratio": 1.6900826446280992,
            "no_speech_prob": 0.0015048980712890625,
            "words": [
                {
                    "start": 369.04,
                    "end": 369.46,
                    "word": " So",
                    "probability": 0.9033203125
                },
                {
                    "start": 369.46,
                    "end": 369.86,
                    "word": " never",
                    "probability": 0.83544921875
                },
                {
                    "start": 369.86,
                    "end": 370.12,
                    "word": " on",
                    "probability": 0.90869140625
                },
                {
                    "start": 370.24,
                    "end": 370.44,
                    "word": " a really",
                    "probability": 0.7705078125
                },
                {
                    "start": 370.44,
                    "end": 370.8,
                    "word": " short",
                    "probability": 0.91796875
                },
                {
                    "start": 370.8,
                    "end": 371.26,
                    "word": " timeframe",
                    "probability": 0.426513671875
                },
                {
                    "start": 371.26,
                    "end": 371.88,
                    "word": ".",
                    "probability": 0.97216796875
                }
            ]
        },
        {
            "id": 62,
            "seek": 39130,
            "start": 371.88,
            "end": 380.48,
            "text": " And as someone responsible like Marisha or you're a CISO or the lead of a detection team, you might get questions from your stakeholders.",
            "tokens": [
                50364,
                400,
                382,
                1580,
                6250,
                411,
                2039,
                16546,
                420,
                291,
                434,
                257,
                383,
                2343,
                46,
                420,
                264,
                1477,
                295,
                257,
                17784,
                1469,
                11,
                291,
                1062,
                483,
                1651,
                490,
                428,
                17779,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25597993238472644,
            "compression_ratio": 1.5296803652968036,
            "no_speech_prob": 0.01436614990234375,
            "words": [
                {
                    "start": 371.88,
                    "end": 372.36,
                    "word": " And",
                    "probability": 0.5810546875
                },
                {
                    "start": 372.36,
                    "end": 372.52,
                    "word": " as",
                    "probability": 0.60400390625
                },
                {
                    "start": 372.52,
                    "end": 372.8,
                    "word": " someone",
                    "probability": 0.8447265625
                },
                {
                    "start": 372.8,
                    "end": 373.48,
                    "word": " responsible",
                    "probability": 0.7451171875
                },
                {
                    "start": 373.48,
                    "end": 373.78,
                    "word": " like",
                    "probability": 0.67041015625
                },
                {
                    "start": 373.78,
                    "end": 374.12,
                    "word": " Marisha",
                    "probability": 0.008515357971191406
                },
                {
                    "start": 374.12,
                    "end": 374.7,
                    "word": " or",
                    "probability": 0.7841796875
                },
                {
                    "start": 374.7,
                    "end": 375.02,
                    "word": " you're",
                    "probability": 0.5435791015625
                },
                {
                    "start": 375.14,
                    "end": 375.52,
                    "word": " a CISO",
                    "probability": 0.8826497395833334
                },
                {
                    "start": 375.52,
                    "end": 375.9,
                    "word": " or",
                    "probability": 0.82421875
                },
                {
                    "start": 375.9,
                    "end": 376.7,
                    "word": " the",
                    "probability": 0.65234375
                },
                {
                    "start": 376.7,
                    "end": 377.02,
                    "word": " lead",
                    "probability": 0.77783203125
                },
                {
                    "start": 377.02,
                    "end": 377.16,
                    "word": " of",
                    "probability": 0.896484375
                },
                {
                    "start": 377.24,
                    "end": 377.56,
                    "word": " a detection",
                    "probability": 0.67822265625
                },
                {
                    "start": 377.56,
                    "end": 378.06,
                    "word": " team",
                    "probability": 0.90478515625
                },
                {
                    "start": 378.06,
                    "end": 378.52,
                    "word": ",",
                    "probability": 0.70947265625
                },
                {
                    "start": 378.52,
                    "end": 378.72,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 378.72,
                    "end": 378.9,
                    "word": " might",
                    "probability": 0.8154296875
                },
                {
                    "start": 378.9,
                    "end": 379.12,
                    "word": " get",
                    "probability": 0.8984375
                },
                {
                    "start": 379.12,
                    "end": 379.66,
                    "word": " questions",
                    "probability": 0.9013671875
                },
                {
                    "start": 379.66,
                    "end": 379.88,
                    "word": " from",
                    "probability": 0.81298828125
                },
                {
                    "start": 379.88,
                    "end": 380.04,
                    "word": " your",
                    "probability": 0.8251953125
                },
                {
                    "start": 380.04,
                    "end": 380.48,
                    "word": " stakeholders",
                    "probability": 0.79150390625
                },
                {
                    "start": 380.48,
                    "end": 380.48,
                    "word": ".",
                    "probability": 0.72119140625
                }
            ]
        },
        {
            "id": 63,
            "seek": 39130,
            "start": 380.48,
            "end": 387.62,
            "text": " Are we in control or an auditor starts asking questions, which may raise some uncertainties on your end, right?",
            "tokens": [
                50764,
                2014,
                321,
                294,
                1969,
                420,
                364,
                33970,
                3719,
                3365,
                1651,
                11,
                597,
                815,
                5300,
                512,
                11308,
                6097,
                322,
                428,
                917,
                11,
                558,
                30,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25597993238472644,
            "compression_ratio": 1.5296803652968036,
            "no_speech_prob": 0.01436614990234375,
            "words": [
                {
                    "start": 380.48,
                    "end": 380.74,
                    "word": " Are",
                    "probability": 0.859375
                },
                {
                    "start": 380.74,
                    "end": 380.86,
                    "word": " we",
                    "probability": 0.90234375
                },
                {
                    "start": 380.86,
                    "end": 381.02,
                    "word": " in",
                    "probability": 0.91064453125
                },
                {
                    "start": 381.02,
                    "end": 381.5,
                    "word": " control",
                    "probability": 0.65771484375
                },
                {
                    "start": 381.5,
                    "end": 381.74,
                    "word": " or",
                    "probability": 0.484375
                },
                {
                    "start": 381.74,
                    "end": 381.86,
                    "word": " an",
                    "probability": 0.89404296875
                },
                {
                    "start": 381.86,
                    "end": 382.16,
                    "word": " auditor",
                    "probability": 0.8193359375
                },
                {
                    "start": 382.16,
                    "end": 382.6,
                    "word": " starts",
                    "probability": 0.7431640625
                },
                {
                    "start": 382.6,
                    "end": 382.92,
                    "word": " asking",
                    "probability": 0.81884765625
                },
                {
                    "start": 382.92,
                    "end": 383.52,
                    "word": " questions",
                    "probability": 0.90966796875
                },
                {
                    "start": 383.52,
                    "end": 384.0,
                    "word": ",",
                    "probability": 0.4423828125
                },
                {
                    "start": 384.0,
                    "end": 384.3,
                    "word": " which",
                    "probability": 0.91357421875
                },
                {
                    "start": 384.3,
                    "end": 384.64,
                    "word": " may",
                    "probability": 0.90673828125
                },
                {
                    "start": 384.64,
                    "end": 385.18,
                    "word": " raise",
                    "probability": 0.73681640625
                },
                {
                    "start": 385.18,
                    "end": 385.4,
                    "word": " some",
                    "probability": 0.8154296875
                },
                {
                    "start": 385.4,
                    "end": 386.1,
                    "word": " uncertainties",
                    "probability": 0.796630859375
                },
                {
                    "start": 386.1,
                    "end": 386.24,
                    "word": " on",
                    "probability": 0.71044921875
                },
                {
                    "start": 386.24,
                    "end": 386.44,
                    "word": " your",
                    "probability": 0.7919921875
                },
                {
                    "start": 386.44,
                    "end": 386.72,
                    "word": " end",
                    "probability": 0.68896484375
                },
                {
                    "start": 386.72,
                    "end": 386.8,
                    "word": ",",
                    "probability": 0.7275390625
                },
                {
                    "start": 386.8,
                    "end": 387.0,
                    "word": " right",
                    "probability": 0.87548828125
                },
                {
                    "start": 387.0,
                    "end": 387.62,
                    "word": "?",
                    "probability": 0.9697265625
                }
            ]
        },
        {
            "id": 64,
            "seek": 39130,
            "start": 389.66,
            "end": 390.44,
            "text": " Yeah.",
            "tokens": [
                51114,
                865,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25597993238472644,
            "compression_ratio": 1.5296803652968036,
            "no_speech_prob": 0.01436614990234375,
            "words": [
                {
                    "start": 389.66,
                    "end": 389.9,
                    "word": " Yeah",
                    "probability": 0.61279296875
                },
                {
                    "start": 389.9,
                    "end": 390.44,
                    "word": ".",
                    "probability": 0.67529296875
                }
            ]
        },
        {
            "id": 65,
            "seek": 39130,
            "start": 390.44,
            "end": 397.98,
            "text": " So how do you know you're actually monitoring what you expect to be monitoring?",
            "tokens": [
                51264,
                407,
                577,
                360,
                291,
                458,
                291,
                434,
                767,
                11028,
                437,
                291,
                2066,
                281,
                312,
                11028,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25597993238472644,
            "compression_ratio": 1.5296803652968036,
            "no_speech_prob": 0.01436614990234375,
            "words": [
                {
                    "start": 390.44,
                    "end": 390.64,
                    "word": " So",
                    "probability": 0.83544921875
                },
                {
                    "start": 390.64,
                    "end": 392.44,
                    "word": " how",
                    "probability": 0.5029296875
                },
                {
                    "start": 392.44,
                    "end": 393.0,
                    "word": " do",
                    "probability": 0.63671875
                },
                {
                    "start": 393.0,
                    "end": 394.68,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 394.68,
                    "end": 394.88,
                    "word": " know",
                    "probability": 0.76416015625
                },
                {
                    "start": 394.88,
                    "end": 395.1,
                    "word": " you're",
                    "probability": 0.91162109375
                },
                {
                    "start": 395.1,
                    "end": 395.36,
                    "word": " actually",
                    "probability": 0.771484375
                },
                {
                    "start": 395.36,
                    "end": 395.86,
                    "word": " monitoring",
                    "probability": 0.85693359375
                },
                {
                    "start": 395.86,
                    "end": 396.18,
                    "word": " what",
                    "probability": 0.87451171875
                },
                {
                    "start": 396.18,
                    "end": 396.28,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 396.28,
                    "end": 396.62,
                    "word": " expect",
                    "probability": 0.83935546875
                },
                {
                    "start": 396.62,
                    "end": 396.76,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 396.76,
                    "end": 396.92,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 396.92,
                    "end": 397.36,
                    "word": " monitoring",
                    "probability": 0.7900390625
                },
                {
                    "start": 397.36,
                    "end": 397.98,
                    "word": "?",
                    "probability": 0.97607421875
                }
            ]
        },
        {
            "id": 66,
            "seek": 41620,
            "start": 402.15,
            "end": 408.23,
            "text": " Yeah. So what are all the problems that could happen to a detection program, right?",
            "tokens": [
                50414,
                865,
                13,
                407,
                437,
                366,
                439,
                264,
                2740,
                300,
                727,
                1051,
                281,
                257,
                17784,
                1461,
                11,
                558,
                30,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2286184236015144,
            "compression_ratio": 1.4889867841409692,
            "no_speech_prob": 0.1363525390625,
            "words": [
                {
                    "start": 402.15,
                    "end": 402.47,
                    "word": " Yeah",
                    "probability": 0.1812744140625
                },
                {
                    "start": 402.47,
                    "end": 402.57,
                    "word": ".",
                    "probability": 0.221435546875
                },
                {
                    "start": 402.57,
                    "end": 402.69,
                    "word": " So",
                    "probability": 0.8974609375
                },
                {
                    "start": 402.69,
                    "end": 403.03,
                    "word": " what",
                    "probability": 0.546875
                },
                {
                    "start": 403.03,
                    "end": 403.17,
                    "word": " are",
                    "probability": 0.888671875
                },
                {
                    "start": 403.17,
                    "end": 403.29,
                    "word": " all",
                    "probability": 0.8916015625
                },
                {
                    "start": 403.29,
                    "end": 403.43,
                    "word": " the",
                    "probability": 0.8203125
                },
                {
                    "start": 403.43,
                    "end": 403.87,
                    "word": " problems",
                    "probability": 0.71044921875
                },
                {
                    "start": 403.87,
                    "end": 404.19,
                    "word": " that",
                    "probability": 0.87841796875
                },
                {
                    "start": 404.19,
                    "end": 404.51,
                    "word": " could",
                    "probability": 0.736328125
                },
                {
                    "start": 404.51,
                    "end": 406.23,
                    "word": " happen",
                    "probability": 0.71337890625
                },
                {
                    "start": 406.23,
                    "end": 406.43,
                    "word": " to",
                    "probability": 0.79541015625
                },
                {
                    "start": 406.59,
                    "end": 406.93,
                    "word": " a detection",
                    "probability": 0.71728515625
                },
                {
                    "start": 406.93,
                    "end": 407.47,
                    "word": " program",
                    "probability": 0.7734375
                },
                {
                    "start": 407.47,
                    "end": 407.59,
                    "word": ",",
                    "probability": 0.6162109375
                },
                {
                    "start": 407.59,
                    "end": 407.77,
                    "word": " right",
                    "probability": 0.8583984375
                },
                {
                    "start": 407.77,
                    "end": 408.23,
                    "word": "?",
                    "probability": 0.931640625
                }
            ]
        },
        {
            "id": 67,
            "seek": 41620,
            "start": 408.25,
            "end": 413.59,
            "text": " Especially since environments are always under constant change.",
            "tokens": [
                50714,
                8545,
                1670,
                12388,
                366,
                1009,
                833,
                5754,
                1319,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2286184236015144,
            "compression_ratio": 1.4889867841409692,
            "no_speech_prob": 0.1363525390625,
            "words": [
                {
                    "start": 408.25,
                    "end": 408.89,
                    "word": " Especially",
                    "probability": 0.70166015625
                },
                {
                    "start": 408.89,
                    "end": 409.21,
                    "word": " since",
                    "probability": 0.794921875
                },
                {
                    "start": 409.21,
                    "end": 409.81,
                    "word": " environments",
                    "probability": 0.634765625
                },
                {
                    "start": 409.81,
                    "end": 410.63,
                    "word": " are",
                    "probability": 0.890625
                },
                {
                    "start": 410.63,
                    "end": 411.87,
                    "word": " always",
                    "probability": 0.771484375
                },
                {
                    "start": 411.87,
                    "end": 412.11,
                    "word": " under",
                    "probability": 0.8115234375
                },
                {
                    "start": 412.11,
                    "end": 412.45,
                    "word": " constant",
                    "probability": 0.8505859375
                },
                {
                    "start": 412.45,
                    "end": 413.15,
                    "word": " change",
                    "probability": 0.84521484375
                },
                {
                    "start": 413.15,
                    "end": 413.59,
                    "word": ".",
                    "probability": 0.71923828125
                }
            ]
        },
        {
            "id": 68,
            "seek": 41620,
            "start": 413.59,
            "end": 417.27,
            "text": " How do you know if your event pipeline is working?",
            "tokens": [
                50964,
                1012,
                360,
                291,
                458,
                498,
                428,
                2280,
                15517,
                307,
                1364,
                30,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2286184236015144,
            "compression_ratio": 1.4889867841409692,
            "no_speech_prob": 0.1363525390625,
            "words": [
                {
                    "start": 413.59,
                    "end": 413.99,
                    "word": " How",
                    "probability": 0.89208984375
                },
                {
                    "start": 413.99,
                    "end": 414.15,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 414.15,
                    "end": 414.29,
                    "word": " you",
                    "probability": 0.884765625
                },
                {
                    "start": 414.29,
                    "end": 414.55,
                    "word": " know",
                    "probability": 0.7998046875
                },
                {
                    "start": 414.55,
                    "end": 414.77,
                    "word": " if",
                    "probability": 0.88916015625
                },
                {
                    "start": 414.77,
                    "end": 415.23,
                    "word": " your",
                    "probability": 0.65234375
                },
                {
                    "start": 415.23,
                    "end": 415.53,
                    "word": " event",
                    "probability": 0.78271484375
                },
                {
                    "start": 415.53,
                    "end": 415.95,
                    "word": " pipeline",
                    "probability": 0.75390625
                },
                {
                    "start": 415.95,
                    "end": 416.27,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 416.27,
                    "end": 416.63,
                    "word": " working",
                    "probability": 0.7392578125
                },
                {
                    "start": 416.63,
                    "end": 417.27,
                    "word": "?",
                    "probability": 0.9873046875
                }
            ]
        },
        {
            "id": 69,
            "seek": 41620,
            "start": 417.41,
            "end": 426.17,
            "text": " I'm sure many of you will relate to something in a scenario like this where you are starting a new threat hunt for a particular hypothesis.",
            "tokens": [
                51164,
                286,
                478,
                988,
                867,
                295,
                291,
                486,
                10961,
                281,
                746,
                294,
                257,
                9005,
                411,
                341,
                689,
                291,
                366,
                2891,
                257,
                777,
                4734,
                12454,
                337,
                257,
                1729,
                17291,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2286184236015144,
            "compression_ratio": 1.4889867841409692,
            "no_speech_prob": 0.1363525390625,
            "words": [
                {
                    "start": 417.41,
                    "end": 418.05,
                    "word": " I'm",
                    "probability": 0.99853515625
                },
                {
                    "start": 418.05,
                    "end": 418.19,
                    "word": " sure",
                    "probability": 0.82958984375
                },
                {
                    "start": 418.19,
                    "end": 418.45,
                    "word": " many",
                    "probability": 0.80078125
                },
                {
                    "start": 418.45,
                    "end": 418.65,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 418.65,
                    "end": 418.79,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 418.79,
                    "end": 419.01,
                    "word": " will",
                    "probability": 0.8037109375
                },
                {
                    "start": 419.01,
                    "end": 419.41,
                    "word": " relate",
                    "probability": 0.82275390625
                },
                {
                    "start": 419.41,
                    "end": 419.65,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 419.65,
                    "end": 420.07,
                    "word": " something",
                    "probability": 0.685546875
                },
                {
                    "start": 420.07,
                    "end": 420.39,
                    "word": " in",
                    "probability": 0.294921875
                },
                {
                    "start": 420.51,
                    "end": 420.77,
                    "word": " a scenario",
                    "probability": 0.787109375
                },
                {
                    "start": 420.77,
                    "end": 421.07,
                    "word": " like",
                    "probability": 0.87548828125
                },
                {
                    "start": 421.07,
                    "end": 421.39,
                    "word": " this",
                    "probability": 0.88623046875
                },
                {
                    "start": 421.39,
                    "end": 421.65,
                    "word": " where",
                    "probability": 0.4404296875
                },
                {
                    "start": 421.65,
                    "end": 421.93,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 421.93,
                    "end": 422.29,
                    "word": " are",
                    "probability": 0.8974609375
                },
                {
                    "start": 422.29,
                    "end": 423.11,
                    "word": " starting",
                    "probability": 0.8232421875
                },
                {
                    "start": 423.33,
                    "end": 423.69,
                    "word": " a new",
                    "probability": 0.8134765625
                },
                {
                    "start": 423.69,
                    "end": 424.45,
                    "word": " threat",
                    "probability": 0.7568359375
                },
                {
                    "start": 424.45,
                    "end": 424.85,
                    "word": " hunt",
                    "probability": 0.74169921875
                },
                {
                    "start": 424.85,
                    "end": 425.07,
                    "word": " for",
                    "probability": 0.8955078125
                },
                {
                    "start": 425.21,
                    "end": 425.53,
                    "word": " a particular",
                    "probability": 0.80517578125
                },
                {
                    "start": 425.53,
                    "end": 426.17,
                    "word": " hypothesis",
                    "probability": 0.57275390625
                },
                {
                    "start": 426.17,
                    "end": 426.17,
                    "word": ".",
                    "probability": 0.0662841796875
                }
            ]
        },
        {
            "id": 70,
            "seek": 44204,
            "start": 426.17,
            "end": 433.95,
            "text": " Or maybe your team is investigating a particular alert that is taking you to look at some logs.",
            "tokens": [
                50364,
                1610,
                1310,
                428,
                1469,
                307,
                22858,
                257,
                1729,
                9615,
                300,
                307,
                1940,
                291,
                281,
                574,
                412,
                512,
                20820,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17845856205800945,
            "compression_ratio": 1.6160714285714286,
            "no_speech_prob": 0.09393310546875,
            "words": [
                {
                    "start": 426.17,
                    "end": 426.85,
                    "word": " Or",
                    "probability": 0.16064453125
                },
                {
                    "start": 426.85,
                    "end": 427.09,
                    "word": " maybe",
                    "probability": 0.86669921875
                },
                {
                    "start": 427.09,
                    "end": 427.31,
                    "word": " your",
                    "probability": 0.8125
                },
                {
                    "start": 427.31,
                    "end": 427.57,
                    "word": " team",
                    "probability": 0.9169921875
                },
                {
                    "start": 427.57,
                    "end": 427.73,
                    "word": " is",
                    "probability": 0.90771484375
                },
                {
                    "start": 427.73,
                    "end": 428.51,
                    "word": " investigating",
                    "probability": 0.712890625
                },
                {
                    "start": 428.91,
                    "end": 429.37,
                    "word": " a particular",
                    "probability": 0.80859375
                },
                {
                    "start": 429.37,
                    "end": 430.61,
                    "word": " alert",
                    "probability": 0.79345703125
                },
                {
                    "start": 430.61,
                    "end": 431.35,
                    "word": " that",
                    "probability": 0.8212890625
                },
                {
                    "start": 431.35,
                    "end": 431.47,
                    "word": " is",
                    "probability": 0.88134765625
                },
                {
                    "start": 431.47,
                    "end": 431.73,
                    "word": " taking",
                    "probability": 0.779296875
                },
                {
                    "start": 431.73,
                    "end": 432.01,
                    "word": " you",
                    "probability": 0.89794921875
                },
                {
                    "start": 432.01,
                    "end": 432.29,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 432.29,
                    "end": 432.69,
                    "word": " look",
                    "probability": 0.916015625
                },
                {
                    "start": 432.69,
                    "end": 432.87,
                    "word": " at",
                    "probability": 0.90283203125
                },
                {
                    "start": 432.87,
                    "end": 433.05,
                    "word": " some",
                    "probability": 0.8388671875
                },
                {
                    "start": 433.05,
                    "end": 433.49,
                    "word": " logs",
                    "probability": 0.7705078125
                },
                {
                    "start": 433.49,
                    "end": 433.95,
                    "word": ".",
                    "probability": 0.439697265625
                }
            ]
        },
        {
            "id": 71,
            "seek": 44204,
            "start": 433.95,
            "end": 440.73,
            "text": " And all of a sudden you realize that your firewall logs stopped sending events 30 days before.",
            "tokens": [
                50714,
                400,
                439,
                295,
                257,
                3990,
                291,
                4325,
                300,
                428,
                36109,
                20820,
                5936,
                7750,
                3931,
                2217,
                1708,
                949,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17845856205800945,
            "compression_ratio": 1.6160714285714286,
            "no_speech_prob": 0.09393310546875,
            "words": [
                {
                    "start": 433.95,
                    "end": 434.15,
                    "word": " And",
                    "probability": 0.88818359375
                },
                {
                    "start": 434.15,
                    "end": 434.37,
                    "word": " all",
                    "probability": 0.88525390625
                },
                {
                    "start": 434.37,
                    "end": 434.51,
                    "word": " of",
                    "probability": 0.88330078125
                },
                {
                    "start": 434.59,
                    "end": 434.65,
                    "word": " a sudden",
                    "probability": 0.8193359375
                },
                {
                    "start": 434.65,
                    "end": 434.87,
                    "word": " you",
                    "probability": 0.68994140625
                },
                {
                    "start": 434.87,
                    "end": 435.35,
                    "word": " realize",
                    "probability": 0.8310546875
                },
                {
                    "start": 435.35,
                    "end": 435.75,
                    "word": " that",
                    "probability": 0.8701171875
                },
                {
                    "start": 435.75,
                    "end": 436.67,
                    "word": " your",
                    "probability": 0.47998046875
                },
                {
                    "start": 436.67,
                    "end": 436.99,
                    "word": " firewall",
                    "probability": 0.71630859375
                },
                {
                    "start": 436.99,
                    "end": 437.49,
                    "word": " logs",
                    "probability": 0.830078125
                },
                {
                    "start": 437.49,
                    "end": 438.09,
                    "word": " stopped",
                    "probability": 0.751953125
                },
                {
                    "start": 438.09,
                    "end": 438.47,
                    "word": " sending",
                    "probability": 0.73046875
                },
                {
                    "start": 438.47,
                    "end": 439.03,
                    "word": " events",
                    "probability": 0.78271484375
                },
                {
                    "start": 439.03,
                    "end": 439.57,
                    "word": " 30",
                    "probability": 0.62744140625
                },
                {
                    "start": 439.57,
                    "end": 439.93,
                    "word": " days",
                    "probability": 0.80517578125
                },
                {
                    "start": 439.93,
                    "end": 440.27,
                    "word": " before",
                    "probability": 0.79150390625
                },
                {
                    "start": 440.27,
                    "end": 440.73,
                    "word": ".",
                    "probability": 0.96044921875
                }
            ]
        },
        {
            "id": 72,
            "seek": 44204,
            "start": 440.73,
            "end": 443.45,
            "text": " I'm sure many of you have experienced that.",
            "tokens": [
                51064,
                286,
                478,
                988,
                867,
                295,
                291,
                362,
                6751,
                300,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17845856205800945,
            "compression_ratio": 1.6160714285714286,
            "no_speech_prob": 0.09393310546875,
            "words": [
                {
                    "start": 440.73,
                    "end": 441.09,
                    "word": " I'm",
                    "probability": 0.99609375
                },
                {
                    "start": 441.09,
                    "end": 441.29,
                    "word": " sure",
                    "probability": 0.81884765625
                },
                {
                    "start": 441.29,
                    "end": 441.61,
                    "word": " many",
                    "probability": 0.80322265625
                },
                {
                    "start": 441.61,
                    "end": 441.79,
                    "word": " of",
                    "probability": 0.8984375
                },
                {
                    "start": 441.79,
                    "end": 441.89,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 441.89,
                    "end": 442.09,
                    "word": " have",
                    "probability": 0.88330078125
                },
                {
                    "start": 442.09,
                    "end": 442.47,
                    "word": " experienced",
                    "probability": 0.88134765625
                },
                {
                    "start": 442.47,
                    "end": 442.91,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 442.91,
                    "end": 443.45,
                    "word": ".",
                    "probability": 0.90087890625
                }
            ]
        },
        {
            "id": 73,
            "seek": 44204,
            "start": 444.15,
            "end": 446.53,
            "text": " And so many things could be wrong with that, right?",
            "tokens": [
                51214,
                400,
                370,
                867,
                721,
                727,
                312,
                2085,
                365,
                300,
                11,
                558,
                30,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17845856205800945,
            "compression_ratio": 1.6160714285714286,
            "no_speech_prob": 0.09393310546875,
            "words": [
                {
                    "start": 444.15,
                    "end": 444.39,
                    "word": " And",
                    "probability": 0.892578125
                },
                {
                    "start": 444.39,
                    "end": 444.61,
                    "word": " so",
                    "probability": 0.8994140625
                },
                {
                    "start": 444.61,
                    "end": 444.75,
                    "word": " many",
                    "probability": 0.810546875
                },
                {
                    "start": 444.75,
                    "end": 445.11,
                    "word": " things",
                    "probability": 0.728515625
                },
                {
                    "start": 445.11,
                    "end": 445.37,
                    "word": " could",
                    "probability": 0.7568359375
                },
                {
                    "start": 445.37,
                    "end": 445.63,
                    "word": " be",
                    "probability": 0.86181640625
                },
                {
                    "start": 445.63,
                    "end": 445.85,
                    "word": " wrong",
                    "probability": 0.8359375
                },
                {
                    "start": 445.85,
                    "end": 446.03,
                    "word": " with",
                    "probability": 0.81298828125
                },
                {
                    "start": 446.03,
                    "end": 446.19,
                    "word": " that",
                    "probability": 0.8818359375
                },
                {
                    "start": 446.19,
                    "end": 446.27,
                    "word": ",",
                    "probability": 0.65234375
                },
                {
                    "start": 446.27,
                    "end": 446.41,
                    "word": " right",
                    "probability": 0.85888671875
                },
                {
                    "start": 446.41,
                    "end": 446.53,
                    "word": "?",
                    "probability": 0.92822265625
                }
            ]
        },
        {
            "id": 74,
            "seek": 44204,
            "start": 446.53,
            "end": 452.01,
            "text": " It could be a licensing issue. It could be a network issue. So many things.",
            "tokens": [
                51364,
                467,
                727,
                312,
                257,
                29759,
                2734,
                13,
                467,
                727,
                312,
                257,
                3209,
                2734,
                13,
                407,
                867,
                721,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17845856205800945,
            "compression_ratio": 1.6160714285714286,
            "no_speech_prob": 0.09393310546875,
            "words": [
                {
                    "start": 446.53,
                    "end": 447.07,
                    "word": " It",
                    "probability": 0.896484375
                },
                {
                    "start": 447.07,
                    "end": 447.27,
                    "word": " could",
                    "probability": 0.80859375
                },
                {
                    "start": 447.27,
                    "end": 447.51,
                    "word": " be",
                    "probability": 0.89501953125
                },
                {
                    "start": 447.71,
                    "end": 448.23,
                    "word": " a licensing",
                    "probability": 0.89404296875
                },
                {
                    "start": 448.23,
                    "end": 448.81,
                    "word": " issue",
                    "probability": 0.91552734375
                },
                {
                    "start": 448.81,
                    "end": 448.97,
                    "word": ".",
                    "probability": 0.51708984375
                },
                {
                    "start": 448.97,
                    "end": 449.01,
                    "word": " It",
                    "probability": 0.86767578125
                },
                {
                    "start": 449.01,
                    "end": 449.13,
                    "word": " could",
                    "probability": 0.81884765625
                },
                {
                    "start": 449.13,
                    "end": 449.41,
                    "word": " be",
                    "probability": 0.90673828125
                },
                {
                    "start": 449.65,
                    "end": 449.99,
                    "word": " a network",
                    "probability": 0.84228515625
                },
                {
                    "start": 449.99,
                    "end": 450.43,
                    "word": " issue",
                    "probability": 0.861328125
                },
                {
                    "start": 450.43,
                    "end": 450.49,
                    "word": ".",
                    "probability": 0.5341796875
                },
                {
                    "start": 450.49,
                    "end": 450.77,
                    "word": " So",
                    "probability": 0.908203125
                },
                {
                    "start": 450.77,
                    "end": 450.99,
                    "word": " many",
                    "probability": 0.80712890625
                },
                {
                    "start": 450.99,
                    "end": 451.47,
                    "word": " things",
                    "probability": 0.73095703125
                },
                {
                    "start": 451.47,
                    "end": 452.01,
                    "word": ".",
                    "probability": 0.9609375
                }
            ]
        },
        {
            "id": 75,
            "seek": 46034,
            "start": 452.89,
            "end": 462.21,
            "text": " Another example that I'm sure a lot of you can relate to is what a GPO management means in an enterprise environment.",
            "tokens": [
                50414,
                3996,
                1365,
                300,
                286,
                478,
                988,
                257,
                688,
                295,
                291,
                393,
                10961,
                281,
                307,
                437,
                257,
                26039,
                46,
                4592,
                1355,
                294,
                364,
                14132,
                2823,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1850260389347871,
            "compression_ratio": 1.3511904761904763,
            "no_speech_prob": 0.080322265625,
            "words": [
                {
                    "start": 452.89,
                    "end": 453.23,
                    "word": " Another",
                    "probability": 0.69873046875
                },
                {
                    "start": 453.23,
                    "end": 453.75,
                    "word": " example",
                    "probability": 0.93310546875
                },
                {
                    "start": 453.75,
                    "end": 454.09,
                    "word": " that",
                    "probability": 0.78759765625
                },
                {
                    "start": 454.09,
                    "end": 454.71,
                    "word": " I'm",
                    "probability": 0.991455078125
                },
                {
                    "start": 454.71,
                    "end": 454.89,
                    "word": " sure",
                    "probability": 0.80908203125
                },
                {
                    "start": 455.05,
                    "end": 455.15,
                    "word": " a lot",
                    "probability": 0.8935546875
                },
                {
                    "start": 455.15,
                    "end": 455.29,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 455.29,
                    "end": 455.59,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 455.59,
                    "end": 456.05,
                    "word": " can",
                    "probability": 0.89306640625
                },
                {
                    "start": 456.05,
                    "end": 456.39,
                    "word": " relate",
                    "probability": 0.85986328125
                },
                {
                    "start": 456.39,
                    "end": 456.63,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 456.63,
                    "end": 457.13,
                    "word": " is",
                    "probability": 0.85986328125
                },
                {
                    "start": 457.13,
                    "end": 458.33,
                    "word": " what",
                    "probability": 0.187255859375
                },
                {
                    "start": 458.97,
                    "end": 459.41,
                    "word": " a GPO",
                    "probability": 0.92578125
                },
                {
                    "start": 459.41,
                    "end": 459.81,
                    "word": " management",
                    "probability": 0.72119140625
                },
                {
                    "start": 459.81,
                    "end": 460.45,
                    "word": " means",
                    "probability": 0.8662109375
                },
                {
                    "start": 460.45,
                    "end": 460.65,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 460.65,
                    "end": 460.81,
                    "word": " an",
                    "probability": 0.88427734375
                },
                {
                    "start": 460.81,
                    "end": 461.21,
                    "word": " enterprise",
                    "probability": 0.8271484375
                },
                {
                    "start": 461.21,
                    "end": 461.79,
                    "word": " environment",
                    "probability": 0.75830078125
                },
                {
                    "start": 461.79,
                    "end": 462.21,
                    "word": ".",
                    "probability": 0.80810546875
                }
            ]
        },
        {
            "id": 76,
            "seek": 46034,
            "start": 462.21,
            "end": 464.89,
            "text": " It can be really cumbersome, right?",
            "tokens": [
                50864,
                467,
                393,
                312,
                534,
                12713,
                1616,
                423,
                11,
                558,
                30,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1850260389347871,
            "compression_ratio": 1.3511904761904763,
            "no_speech_prob": 0.080322265625,
            "words": [
                {
                    "start": 462.21,
                    "end": 462.43,
                    "word": " It",
                    "probability": 0.76708984375
                },
                {
                    "start": 462.43,
                    "end": 463.11,
                    "word": " can",
                    "probability": 0.8916015625
                },
                {
                    "start": 463.11,
                    "end": 463.25,
                    "word": " be",
                    "probability": 0.90625
                },
                {
                    "start": 463.25,
                    "end": 463.55,
                    "word": " really",
                    "probability": 0.7890625
                },
                {
                    "start": 463.55,
                    "end": 464.23,
                    "word": " cumbersome",
                    "probability": 0.9597981770833334
                },
                {
                    "start": 464.23,
                    "end": 464.43,
                    "word": ",",
                    "probability": 0.63134765625
                },
                {
                    "start": 464.43,
                    "end": 464.63,
                    "word": " right",
                    "probability": 0.87939453125
                },
                {
                    "start": 464.63,
                    "end": 464.89,
                    "word": "?",
                    "probability": 0.9365234375
                }
            ]
        },
        {
            "id": 77,
            "seek": 46034,
            "start": 464.89,
            "end": 470.31,
            "text": " There's so many GPOs for all these different sites and OUs and companies.",
            "tokens": [
                51014,
                821,
                311,
                370,
                867,
                26039,
                31376,
                337,
                439,
                613,
                819,
                7533,
                293,
                422,
                29211,
                293,
                3431,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1850260389347871,
            "compression_ratio": 1.3511904761904763,
            "no_speech_prob": 0.080322265625,
            "words": [
                {
                    "start": 464.89,
                    "end": 465.29,
                    "word": " There's",
                    "probability": 0.883544921875
                },
                {
                    "start": 465.29,
                    "end": 465.45,
                    "word": " so",
                    "probability": 0.90625
                },
                {
                    "start": 465.45,
                    "end": 465.61,
                    "word": " many",
                    "probability": 0.8154296875
                },
                {
                    "start": 465.61,
                    "end": 466.25,
                    "word": " GPOs",
                    "probability": 0.865966796875
                },
                {
                    "start": 466.25,
                    "end": 466.51,
                    "word": " for",
                    "probability": 0.89208984375
                },
                {
                    "start": 466.51,
                    "end": 466.85,
                    "word": " all",
                    "probability": 0.8974609375
                },
                {
                    "start": 466.85,
                    "end": 467.01,
                    "word": " these",
                    "probability": 0.71240234375
                },
                {
                    "start": 467.01,
                    "end": 467.27,
                    "word": " different",
                    "probability": 0.6865234375
                },
                {
                    "start": 467.27,
                    "end": 467.73,
                    "word": " sites",
                    "probability": 0.80712890625
                },
                {
                    "start": 467.73,
                    "end": 467.95,
                    "word": " and",
                    "probability": 0.73095703125
                },
                {
                    "start": 467.95,
                    "end": 468.57,
                    "word": " OUs",
                    "probability": 0.595947265625
                },
                {
                    "start": 468.57,
                    "end": 468.95,
                    "word": " and",
                    "probability": 0.751953125
                },
                {
                    "start": 468.95,
                    "end": 469.63,
                    "word": " companies",
                    "probability": 0.7783203125
                },
                {
                    "start": 469.63,
                    "end": 470.31,
                    "word": ".",
                    "probability": 0.89013671875
                }
            ]
        },
        {
            "id": 78,
            "seek": 48842,
            "start": 471.13,
            "end": 490.41,
            "text": " So what if one of your changes, someone overwrites a GPO that is defining your advanced audit policy and you stop getting your Sysmon Event 1 event or Sysmon events in general in that small part of the network where an attacker may be hiding, right?",
            "tokens": [
                50414,
                407,
                437,
                498,
                472,
                295,
                428,
                2962,
                11,
                1580,
                670,
                86,
                30931,
                257,
                26039,
                46,
                300,
                307,
                17827,
                428,
                7339,
                17748,
                3897,
                293,
                291,
                1590,
                1242,
                428,
                318,
                749,
                3317,
                13222,
                502,
                2280,
                420,
                318,
                749,
                3317,
                3931,
                294,
                2674,
                294,
                300,
                1359,
                644,
                295,
                264,
                3209,
                689,
                364,
                35871,
                815,
                312,
                10596,
                11,
                558,
                30,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.29153481389902813,
            "compression_ratio": 1.5429864253393666,
            "no_speech_prob": 0.19921875,
            "words": [
                {
                    "start": 471.13,
                    "end": 471.51,
                    "word": " So",
                    "probability": 0.09820556640625
                },
                {
                    "start": 471.51,
                    "end": 472.07,
                    "word": " what",
                    "probability": 0.6552734375
                },
                {
                    "start": 472.07,
                    "end": 472.33,
                    "word": " if",
                    "probability": 0.9052734375
                },
                {
                    "start": 472.33,
                    "end": 472.99,
                    "word": " one",
                    "probability": 0.41748046875
                },
                {
                    "start": 472.99,
                    "end": 473.41,
                    "word": " of",
                    "probability": 0.8974609375
                },
                {
                    "start": 473.41,
                    "end": 473.55,
                    "word": " your",
                    "probability": 0.80859375
                },
                {
                    "start": 473.55,
                    "end": 474.03,
                    "word": " changes",
                    "probability": 0.794921875
                },
                {
                    "start": 474.03,
                    "end": 474.75,
                    "word": ",",
                    "probability": 0.6953125
                },
                {
                    "start": 474.75,
                    "end": 475.29,
                    "word": " someone",
                    "probability": 0.83203125
                },
                {
                    "start": 475.29,
                    "end": 476.57,
                    "word": " overwrites",
                    "probability": 0.8387044270833334
                },
                {
                    "start": 476.73,
                    "end": 477.27,
                    "word": " a GPO",
                    "probability": 0.9267578125
                },
                {
                    "start": 477.27,
                    "end": 477.53,
                    "word": " that",
                    "probability": 0.84033203125
                },
                {
                    "start": 477.53,
                    "end": 477.77,
                    "word": " is",
                    "probability": 0.89697265625
                },
                {
                    "start": 477.77,
                    "end": 478.27,
                    "word": " defining",
                    "probability": 0.71484375
                },
                {
                    "start": 478.27,
                    "end": 478.65,
                    "word": " your",
                    "probability": 0.8046875
                },
                {
                    "start": 478.65,
                    "end": 479.09,
                    "word": " advanced",
                    "probability": 0.576171875
                },
                {
                    "start": 479.09,
                    "end": 479.43,
                    "word": " audit",
                    "probability": 0.89013671875
                },
                {
                    "start": 479.43,
                    "end": 479.91,
                    "word": " policy",
                    "probability": 0.82275390625
                },
                {
                    "start": 479.91,
                    "end": 480.15,
                    "word": " and",
                    "probability": 0.58349609375
                },
                {
                    "start": 480.15,
                    "end": 480.37,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 480.37,
                    "end": 480.95,
                    "word": " stop",
                    "probability": 0.76123046875
                },
                {
                    "start": 480.95,
                    "end": 481.81,
                    "word": " getting",
                    "probability": 0.90087890625
                },
                {
                    "start": 481.81,
                    "end": 482.29,
                    "word": " your",
                    "probability": 0.79248046875
                },
                {
                    "start": 482.29,
                    "end": 482.69,
                    "word": " Sysmon",
                    "probability": 0.8133138020833334
                },
                {
                    "start": 482.69,
                    "end": 483.21,
                    "word": " Event",
                    "probability": 0.36962890625
                },
                {
                    "start": 483.21,
                    "end": 483.41,
                    "word": " 1",
                    "probability": 0.41650390625
                },
                {
                    "start": 483.41,
                    "end": 483.77,
                    "word": " event",
                    "probability": 0.433837890625
                },
                {
                    "start": 483.77,
                    "end": 483.93,
                    "word": " or",
                    "probability": 0.70263671875
                },
                {
                    "start": 483.93,
                    "end": 484.23,
                    "word": " Sysmon",
                    "probability": 0.9410807291666666
                },
                {
                    "start": 484.23,
                    "end": 484.55,
                    "word": " events",
                    "probability": 0.5478515625
                },
                {
                    "start": 484.55,
                    "end": 484.73,
                    "word": " in",
                    "probability": 0.89013671875
                },
                {
                    "start": 484.73,
                    "end": 485.03,
                    "word": " general",
                    "probability": 0.798828125
                },
                {
                    "start": 485.03,
                    "end": 485.57,
                    "word": " in",
                    "probability": 0.49267578125
                },
                {
                    "start": 485.57,
                    "end": 485.77,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 485.77,
                    "end": 486.17,
                    "word": " small",
                    "probability": 0.86083984375
                },
                {
                    "start": 486.17,
                    "end": 486.41,
                    "word": " part",
                    "probability": 0.82568359375
                },
                {
                    "start": 486.41,
                    "end": 486.51,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 486.51,
                    "end": 486.63,
                    "word": " the",
                    "probability": 0.791015625
                },
                {
                    "start": 486.63,
                    "end": 487.01,
                    "word": " network",
                    "probability": 0.84033203125
                },
                {
                    "start": 487.01,
                    "end": 487.65,
                    "word": " where",
                    "probability": 0.72265625
                },
                {
                    "start": 487.65,
                    "end": 487.87,
                    "word": " an",
                    "probability": 0.90625
                },
                {
                    "start": 487.87,
                    "end": 488.27,
                    "word": " attacker",
                    "probability": 0.728515625
                },
                {
                    "start": 488.27,
                    "end": 488.79,
                    "word": " may",
                    "probability": 0.86474609375
                },
                {
                    "start": 488.79,
                    "end": 488.97,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 488.97,
                    "end": 489.35,
                    "word": " hiding",
                    "probability": 0.7890625
                },
                {
                    "start": 489.35,
                    "end": 489.61,
                    "word": ",",
                    "probability": 0.67041015625
                },
                {
                    "start": 489.61,
                    "end": 489.83,
                    "word": " right",
                    "probability": 0.87060546875
                },
                {
                    "start": 489.83,
                    "end": 490.41,
                    "word": "?",
                    "probability": 0.9296875
                }
            ]
        },
        {
            "id": 79,
            "seek": 48842,
            "start": 491.29,
            "end": 498.39,
            "text": " Or another example, maybe you did a red team engagement with an awesome consulting company.",
            "tokens": [
                51414,
                1610,
                1071,
                1365,
                11,
                1310,
                291,
                630,
                257,
                2182,
                1469,
                8742,
                365,
                364,
                3476,
                23682,
                2237,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.29153481389902813,
            "compression_ratio": 1.5429864253393666,
            "no_speech_prob": 0.19921875,
            "words": [
                {
                    "start": 491.29,
                    "end": 492.05,
                    "word": " Or",
                    "probability": 0.8466796875
                },
                {
                    "start": 492.05,
                    "end": 492.81,
                    "word": " another",
                    "probability": 0.78125
                },
                {
                    "start": 492.81,
                    "end": 493.27,
                    "word": " example",
                    "probability": 0.92529296875
                },
                {
                    "start": 493.27,
                    "end": 493.85,
                    "word": ",",
                    "probability": 0.8759765625
                },
                {
                    "start": 493.85,
                    "end": 495.05,
                    "word": " maybe",
                    "probability": 0.67041015625
                },
                {
                    "start": 495.05,
                    "end": 495.23,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 495.23,
                    "end": 495.37,
                    "word": " did",
                    "probability": 0.8857421875
                },
                {
                    "start": 495.49,
                    "end": 495.65,
                    "word": " a red",
                    "probability": 0.5078125
                },
                {
                    "start": 495.65,
                    "end": 495.85,
                    "word": " team",
                    "probability": 0.88134765625
                },
                {
                    "start": 495.85,
                    "end": 496.33,
                    "word": " engagement",
                    "probability": 0.626953125
                },
                {
                    "start": 496.33,
                    "end": 496.73,
                    "word": " with",
                    "probability": 0.81201171875
                },
                {
                    "start": 496.73,
                    "end": 496.91,
                    "word": " an",
                    "probability": 0.91357421875
                },
                {
                    "start": 496.91,
                    "end": 497.23,
                    "word": " awesome",
                    "probability": 0.86083984375
                },
                {
                    "start": 497.23,
                    "end": 497.69,
                    "word": " consulting",
                    "probability": 0.759765625
                },
                {
                    "start": 497.69,
                    "end": 498.15,
                    "word": " company",
                    "probability": 0.80126953125
                },
                {
                    "start": 498.15,
                    "end": 498.39,
                    "word": ".",
                    "probability": 0.5498046875
                }
            ]
        },
        {
            "id": 80,
            "seek": 51812,
            "start": 498.39,
            "end": 503.79,
            "text": " They show you all these awesome ways that they can execute Kerberos in attack.",
            "tokens": [
                50364,
                814,
                855,
                291,
                439,
                613,
                3476,
                2098,
                300,
                436,
                393,
                14483,
                20706,
                607,
                329,
                294,
                2690,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24187500536441803,
            "compression_ratio": 1.6525096525096525,
            "no_speech_prob": 0.01690673828125,
            "words": [
                {
                    "start": 498.39,
                    "end": 498.83,
                    "word": " They",
                    "probability": 0.51220703125
                },
                {
                    "start": 498.83,
                    "end": 499.17,
                    "word": " show",
                    "probability": 0.865234375
                },
                {
                    "start": 499.17,
                    "end": 499.35,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 499.35,
                    "end": 499.63,
                    "word": " all",
                    "probability": 0.88525390625
                },
                {
                    "start": 499.63,
                    "end": 499.81,
                    "word": " these",
                    "probability": 0.69189453125
                },
                {
                    "start": 499.81,
                    "end": 500.13,
                    "word": " awesome",
                    "probability": 0.82958984375
                },
                {
                    "start": 500.13,
                    "end": 500.45,
                    "word": " ways",
                    "probability": 0.81591796875
                },
                {
                    "start": 500.45,
                    "end": 500.63,
                    "word": " that",
                    "probability": 0.86962890625
                },
                {
                    "start": 500.63,
                    "end": 500.81,
                    "word": " they",
                    "probability": 0.7412109375
                },
                {
                    "start": 500.81,
                    "end": 501.17,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 501.17,
                    "end": 501.77,
                    "word": " execute",
                    "probability": 0.87744140625
                },
                {
                    "start": 501.77,
                    "end": 502.59,
                    "word": " Kerberos",
                    "probability": 0.7938639322916666
                },
                {
                    "start": 502.59,
                    "end": 502.73,
                    "word": " in",
                    "probability": 0.8798828125
                },
                {
                    "start": 502.73,
                    "end": 503.15,
                    "word": " attack",
                    "probability": 0.279296875
                },
                {
                    "start": 503.15,
                    "end": 503.79,
                    "word": ".",
                    "probability": 0.75634765625
                }
            ]
        },
        {
            "id": 81,
            "seek": 51812,
            "start": 503.87,
            "end": 509.59,
            "text": " And as part of your assessment, you create a detection to detect this. Great.",
            "tokens": [
                50614,
                400,
                382,
                644,
                295,
                428,
                9687,
                11,
                291,
                1884,
                257,
                17784,
                281,
                5531,
                341,
                13,
                3769,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24187500536441803,
            "compression_ratio": 1.6525096525096525,
            "no_speech_prob": 0.01690673828125,
            "words": [
                {
                    "start": 503.87,
                    "end": 504.21,
                    "word": " And",
                    "probability": 0.88916015625
                },
                {
                    "start": 504.21,
                    "end": 504.55,
                    "word": " as",
                    "probability": 0.87548828125
                },
                {
                    "start": 504.55,
                    "end": 504.75,
                    "word": " part",
                    "probability": 0.830078125
                },
                {
                    "start": 504.75,
                    "end": 504.89,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 504.89,
                    "end": 505.25,
                    "word": " your",
                    "probability": 0.79931640625
                },
                {
                    "start": 505.25,
                    "end": 506.15,
                    "word": " assessment",
                    "probability": 0.85009765625
                },
                {
                    "start": 506.15,
                    "end": 506.43,
                    "word": ",",
                    "probability": 0.86669921875
                },
                {
                    "start": 506.43,
                    "end": 506.67,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 506.67,
                    "end": 507.07,
                    "word": " create",
                    "probability": 0.41650390625
                },
                {
                    "start": 507.19,
                    "end": 507.59,
                    "word": " a detection",
                    "probability": 0.73388671875
                },
                {
                    "start": 507.59,
                    "end": 508.03,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 508.03,
                    "end": 508.39,
                    "word": " detect",
                    "probability": 0.85009765625
                },
                {
                    "start": 508.39,
                    "end": 508.71,
                    "word": " this",
                    "probability": 0.86279296875
                },
                {
                    "start": 508.71,
                    "end": 508.95,
                    "word": ".",
                    "probability": 0.6884765625
                },
                {
                    "start": 508.95,
                    "end": 509.27,
                    "word": " Great",
                    "probability": 0.875
                },
                {
                    "start": 509.27,
                    "end": 509.59,
                    "word": ".",
                    "probability": 0.68505859375
                }
            ]
        },
        {
            "id": 82,
            "seek": 51812,
            "start": 510.45,
            "end": 514.69,
            "text": " Fast forward, three months later, is that logic still working?",
            "tokens": [
                50964,
                15968,
                2128,
                11,
                1045,
                2493,
                1780,
                11,
                307,
                300,
                9952,
                920,
                1364,
                30,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24187500536441803,
            "compression_ratio": 1.6525096525096525,
            "no_speech_prob": 0.01690673828125,
            "words": [
                {
                    "start": 510.45,
                    "end": 510.73,
                    "word": " Fast",
                    "probability": 0.853515625
                },
                {
                    "start": 510.73,
                    "end": 511.07,
                    "word": " forward",
                    "probability": 0.7939453125
                },
                {
                    "start": 511.07,
                    "end": 511.73,
                    "word": ",",
                    "probability": 0.45166015625
                },
                {
                    "start": 511.73,
                    "end": 511.89,
                    "word": " three",
                    "probability": 0.837890625
                },
                {
                    "start": 511.89,
                    "end": 512.05,
                    "word": " months",
                    "probability": 0.7265625
                },
                {
                    "start": 512.05,
                    "end": 512.37,
                    "word": " later",
                    "probability": 0.88037109375
                },
                {
                    "start": 512.37,
                    "end": 512.99,
                    "word": ",",
                    "probability": 0.5517578125
                },
                {
                    "start": 512.99,
                    "end": 513.33,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 513.33,
                    "end": 513.47,
                    "word": " that",
                    "probability": 0.78076171875
                },
                {
                    "start": 513.47,
                    "end": 513.71,
                    "word": " logic",
                    "probability": 0.80712890625
                },
                {
                    "start": 513.71,
                    "end": 513.99,
                    "word": " still",
                    "probability": 0.89208984375
                },
                {
                    "start": 513.99,
                    "end": 514.37,
                    "word": " working",
                    "probability": 0.736328125
                },
                {
                    "start": 514.37,
                    "end": 514.69,
                    "word": "?",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 83,
            "seek": 51812,
            "start": 515.43,
            "end": 524.67,
            "text": " What if something changed on your analytic engine, maybe the schema changed, and now you're looking for a field name that is no longer the right one?",
            "tokens": [
                51214,
                708,
                498,
                746,
                3105,
                322,
                428,
                40358,
                2848,
                11,
                1310,
                264,
                34078,
                3105,
                11,
                293,
                586,
                291,
                434,
                1237,
                337,
                257,
                2519,
                1315,
                300,
                307,
                572,
                2854,
                264,
                558,
                472,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24187500536441803,
            "compression_ratio": 1.6525096525096525,
            "no_speech_prob": 0.01690673828125,
            "words": [
                {
                    "start": 515.43,
                    "end": 515.77,
                    "word": " What",
                    "probability": 0.794921875
                },
                {
                    "start": 515.77,
                    "end": 516.01,
                    "word": " if",
                    "probability": 0.90478515625
                },
                {
                    "start": 516.01,
                    "end": 516.71,
                    "word": " something",
                    "probability": 0.6728515625
                },
                {
                    "start": 516.71,
                    "end": 517.45,
                    "word": " changed",
                    "probability": 0.55908203125
                },
                {
                    "start": 517.45,
                    "end": 517.87,
                    "word": " on",
                    "probability": 0.7080078125
                },
                {
                    "start": 517.87,
                    "end": 518.23,
                    "word": " your",
                    "probability": 0.80322265625
                },
                {
                    "start": 518.23,
                    "end": 518.73,
                    "word": " analytic",
                    "probability": 0.609375
                },
                {
                    "start": 518.73,
                    "end": 519.05,
                    "word": " engine",
                    "probability": 0.5458984375
                },
                {
                    "start": 519.05,
                    "end": 519.21,
                    "word": ",",
                    "probability": 0.59130859375
                },
                {
                    "start": 519.21,
                    "end": 519.35,
                    "word": " maybe",
                    "probability": 0.8583984375
                },
                {
                    "start": 519.35,
                    "end": 519.57,
                    "word": " the",
                    "probability": 0.7763671875
                },
                {
                    "start": 519.57,
                    "end": 519.93,
                    "word": " schema",
                    "probability": 0.78955078125
                },
                {
                    "start": 519.93,
                    "end": 520.43,
                    "word": " changed",
                    "probability": 0.5205078125
                },
                {
                    "start": 520.43,
                    "end": 520.53,
                    "word": ",",
                    "probability": 0.401123046875
                },
                {
                    "start": 520.53,
                    "end": 520.61,
                    "word": " and",
                    "probability": 0.8603515625
                },
                {
                    "start": 520.61,
                    "end": 520.77,
                    "word": " now",
                    "probability": 0.88720703125
                },
                {
                    "start": 520.77,
                    "end": 521.01,
                    "word": " you're",
                    "probability": 0.915771484375
                },
                {
                    "start": 521.01,
                    "end": 521.27,
                    "word": " looking",
                    "probability": 0.8076171875
                },
                {
                    "start": 521.27,
                    "end": 521.61,
                    "word": " for",
                    "probability": 0.8974609375
                },
                {
                    "start": 521.83,
                    "end": 522.03,
                    "word": " a field",
                    "probability": 0.77197265625
                },
                {
                    "start": 522.03,
                    "end": 522.31,
                    "word": " name",
                    "probability": 0.798828125
                },
                {
                    "start": 522.31,
                    "end": 522.85,
                    "word": " that",
                    "probability": 0.83935546875
                },
                {
                    "start": 522.85,
                    "end": 522.99,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 522.99,
                    "end": 523.13,
                    "word": " no",
                    "probability": 0.908203125
                },
                {
                    "start": 523.13,
                    "end": 523.39,
                    "word": " longer",
                    "probability": 0.8486328125
                },
                {
                    "start": 523.39,
                    "end": 523.61,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 523.61,
                    "end": 523.77,
                    "word": " right",
                    "probability": 0.88720703125
                },
                {
                    "start": 523.77,
                    "end": 524.09,
                    "word": " one",
                    "probability": 0.818359375
                },
                {
                    "start": 524.09,
                    "end": 524.67,
                    "word": "?",
                    "probability": 0.71044921875
                }
            ]
        },
        {
            "id": 84,
            "seek": 51812,
            "start": 524.67,
            "end": 528.09,
            "text": " What if that complex detection logic just stopped working?",
            "tokens": [
                51664,
                708,
                498,
                300,
                3997,
                17784,
                9952,
                445,
                5936,
                1364,
                30,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24187500536441803,
            "compression_ratio": 1.6525096525096525,
            "no_speech_prob": 0.01690673828125,
            "words": [
                {
                    "start": 524.67,
                    "end": 524.81,
                    "word": " What",
                    "probability": 0.80908203125
                },
                {
                    "start": 524.81,
                    "end": 524.93,
                    "word": " if",
                    "probability": 0.90771484375
                },
                {
                    "start": 524.93,
                    "end": 525.11,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 525.11,
                    "end": 525.57,
                    "word": " complex",
                    "probability": 0.7470703125
                },
                {
                    "start": 525.57,
                    "end": 526.03,
                    "word": " detection",
                    "probability": 0.79052734375
                },
                {
                    "start": 526.03,
                    "end": 526.43,
                    "word": " logic",
                    "probability": 0.76953125
                },
                {
                    "start": 526.43,
                    "end": 526.71,
                    "word": " just",
                    "probability": 0.841796875
                },
                {
                    "start": 526.71,
                    "end": 527.01,
                    "word": " stopped",
                    "probability": 0.67724609375
                },
                {
                    "start": 527.01,
                    "end": 527.45,
                    "word": " working",
                    "probability": 0.73095703125
                },
                {
                    "start": 527.45,
                    "end": 528.09,
                    "word": "?",
                    "probability": 0.98291015625
                }
            ]
        },
        {
            "id": 85,
            "seek": 54552,
            "start": 528.09,
            "end": 529.73,
            "text": " How do you know that?",
            "tokens": [
                50364,
                1012,
                360,
                291,
                458,
                300,
                30,
                50414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2334280333133659,
            "compression_ratio": 1.6694214876033058,
            "no_speech_prob": 0.003704071044921875,
            "words": [
                {
                    "start": 528.09,
                    "end": 528.49,
                    "word": " How",
                    "probability": 0.3671875
                },
                {
                    "start": 528.49,
                    "end": 528.63,
                    "word": " do",
                    "probability": 0.89892578125
                },
                {
                    "start": 528.63,
                    "end": 528.71,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 528.71,
                    "end": 528.87,
                    "word": " know",
                    "probability": 0.79833984375
                },
                {
                    "start": 528.87,
                    "end": 529.19,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 529.19,
                    "end": 529.73,
                    "word": "?",
                    "probability": 0.974609375
                }
            ]
        },
        {
            "id": 86,
            "seek": 54552,
            "start": 532.93,
            "end": 534.53,
            "text": " Well, it's gone from there.",
            "tokens": [
                50464,
                1042,
                11,
                309,
                311,
                2780,
                490,
                456,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2334280333133659,
            "compression_ratio": 1.6694214876033058,
            "no_speech_prob": 0.003704071044921875,
            "words": [
                {
                    "start": 532.93,
                    "end": 533.31,
                    "word": " Well",
                    "probability": 0.07586669921875
                },
                {
                    "start": 533.31,
                    "end": 533.47,
                    "word": ",",
                    "probability": 0.71142578125
                },
                {
                    "start": 533.47,
                    "end": 533.53,
                    "word": " it's",
                    "probability": 0.49853515625
                },
                {
                    "start": 533.53,
                    "end": 533.69,
                    "word": " gone",
                    "probability": 0.5556640625
                },
                {
                    "start": 533.69,
                    "end": 533.99,
                    "word": " from",
                    "probability": 0.8056640625
                },
                {
                    "start": 533.99,
                    "end": 534.29,
                    "word": " there",
                    "probability": 0.85498046875
                },
                {
                    "start": 534.29,
                    "end": 534.53,
                    "word": ".",
                    "probability": 0.9169921875
                }
            ]
        },
        {
            "id": 87,
            "seek": 54552,
            "start": 534.53,
            "end": 544.79,
            "text": " So let's say you don't have your own detection capability and you outsource this to a very nice vendor that promised to take care of you, monitor everything.",
            "tokens": [
                50514,
                407,
                718,
                311,
                584,
                291,
                500,
                380,
                362,
                428,
                1065,
                17784,
                13759,
                293,
                291,
                14758,
                2948,
                341,
                281,
                257,
                588,
                1481,
                24321,
                300,
                10768,
                281,
                747,
                1127,
                295,
                291,
                11,
                6002,
                1203,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2334280333133659,
            "compression_ratio": 1.6694214876033058,
            "no_speech_prob": 0.003704071044921875,
            "words": [
                {
                    "start": 534.53,
                    "end": 534.57,
                    "word": " So",
                    "probability": 0.79296875
                },
                {
                    "start": 534.57,
                    "end": 535.05,
                    "word": " let's",
                    "probability": 0.85546875
                },
                {
                    "start": 535.05,
                    "end": 535.29,
                    "word": " say",
                    "probability": 0.89404296875
                },
                {
                    "start": 535.29,
                    "end": 535.69,
                    "word": " you",
                    "probability": 0.85986328125
                },
                {
                    "start": 535.69,
                    "end": 535.99,
                    "word": " don't",
                    "probability": 0.94580078125
                },
                {
                    "start": 535.99,
                    "end": 536.13,
                    "word": " have",
                    "probability": 0.888671875
                },
                {
                    "start": 536.13,
                    "end": 536.29,
                    "word": " your",
                    "probability": 0.80126953125
                },
                {
                    "start": 536.29,
                    "end": 536.53,
                    "word": " own",
                    "probability": 0.8173828125
                },
                {
                    "start": 536.53,
                    "end": 536.97,
                    "word": " detection",
                    "probability": 0.724609375
                },
                {
                    "start": 536.97,
                    "end": 537.49,
                    "word": " capability",
                    "probability": 0.92236328125
                },
                {
                    "start": 537.49,
                    "end": 537.95,
                    "word": " and",
                    "probability": 0.7265625
                },
                {
                    "start": 537.95,
                    "end": 538.13,
                    "word": " you",
                    "probability": 0.89208984375
                },
                {
                    "start": 538.13,
                    "end": 538.77,
                    "word": " outsource",
                    "probability": 0.87939453125
                },
                {
                    "start": 538.77,
                    "end": 539.03,
                    "word": " this",
                    "probability": 0.8662109375
                },
                {
                    "start": 539.03,
                    "end": 539.23,
                    "word": " to",
                    "probability": 0.89501953125
                },
                {
                    "start": 539.79,
                    "end": 540.29,
                    "word": " a very",
                    "probability": 0.6962890625
                },
                {
                    "start": 540.29,
                    "end": 540.61,
                    "word": " nice",
                    "probability": 0.8134765625
                },
                {
                    "start": 540.61,
                    "end": 540.91,
                    "word": " vendor",
                    "probability": 0.63818359375
                },
                {
                    "start": 540.91,
                    "end": 541.87,
                    "word": " that",
                    "probability": 0.75537109375
                },
                {
                    "start": 541.87,
                    "end": 542.19,
                    "word": " promised",
                    "probability": 0.471923828125
                },
                {
                    "start": 542.19,
                    "end": 542.39,
                    "word": " to",
                    "probability": 0.8818359375
                },
                {
                    "start": 542.39,
                    "end": 542.71,
                    "word": " take",
                    "probability": 0.8251953125
                },
                {
                    "start": 542.71,
                    "end": 542.87,
                    "word": " care",
                    "probability": 0.81884765625
                },
                {
                    "start": 542.87,
                    "end": 542.99,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 542.99,
                    "end": 543.11,
                    "word": " you",
                    "probability": 0.88232421875
                },
                {
                    "start": 543.11,
                    "end": 543.31,
                    "word": ",",
                    "probability": 0.82568359375
                },
                {
                    "start": 543.31,
                    "end": 543.55,
                    "word": " monitor",
                    "probability": 0.87060546875
                },
                {
                    "start": 543.55,
                    "end": 544.25,
                    "word": " everything",
                    "probability": 0.87646484375
                },
                {
                    "start": 544.25,
                    "end": 544.79,
                    "word": ".",
                    "probability": 0.7177734375
                }
            ]
        },
        {
            "id": 88,
            "seek": 54552,
            "start": 544.91,
            "end": 552.09,
            "text": " But how do you actually know that they are actually monitoring the right things and responding in the right way?",
            "tokens": [
                51064,
                583,
                577,
                360,
                291,
                767,
                458,
                300,
                436,
                366,
                767,
                11028,
                264,
                558,
                721,
                293,
                16670,
                294,
                264,
                558,
                636,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2334280333133659,
            "compression_ratio": 1.6694214876033058,
            "no_speech_prob": 0.003704071044921875,
            "words": [
                {
                    "start": 544.91,
                    "end": 545.27,
                    "word": " But",
                    "probability": 0.87353515625
                },
                {
                    "start": 545.27,
                    "end": 545.43,
                    "word": " how",
                    "probability": 0.8828125
                },
                {
                    "start": 545.43,
                    "end": 545.51,
                    "word": " do",
                    "probability": 0.9033203125
                },
                {
                    "start": 545.51,
                    "end": 545.61,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 545.61,
                    "end": 545.91,
                    "word": " actually",
                    "probability": 0.78466796875
                },
                {
                    "start": 545.91,
                    "end": 546.33,
                    "word": " know",
                    "probability": 0.81103515625
                },
                {
                    "start": 546.33,
                    "end": 546.55,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 546.55,
                    "end": 546.75,
                    "word": " they",
                    "probability": 0.7392578125
                },
                {
                    "start": 546.75,
                    "end": 547.07,
                    "word": " are",
                    "probability": 0.5146484375
                },
                {
                    "start": 547.07,
                    "end": 548.41,
                    "word": " actually",
                    "probability": 0.595703125
                },
                {
                    "start": 548.41,
                    "end": 548.93,
                    "word": " monitoring",
                    "probability": 0.826171875
                },
                {
                    "start": 548.93,
                    "end": 549.15,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 549.15,
                    "end": 549.37,
                    "word": " right",
                    "probability": 0.88134765625
                },
                {
                    "start": 549.37,
                    "end": 549.75,
                    "word": " things",
                    "probability": 0.7333984375
                },
                {
                    "start": 549.75,
                    "end": 550.03,
                    "word": " and",
                    "probability": 0.87744140625
                },
                {
                    "start": 550.03,
                    "end": 550.59,
                    "word": " responding",
                    "probability": 0.6494140625
                },
                {
                    "start": 550.59,
                    "end": 550.89,
                    "word": " in",
                    "probability": 0.8994140625
                },
                {
                    "start": 550.89,
                    "end": 551.03,
                    "word": " the",
                    "probability": 0.79833984375
                },
                {
                    "start": 551.03,
                    "end": 551.23,
                    "word": " right",
                    "probability": 0.8828125
                },
                {
                    "start": 551.23,
                    "end": 551.55,
                    "word": " way",
                    "probability": 0.8984375
                },
                {
                    "start": 551.55,
                    "end": 552.09,
                    "word": "?",
                    "probability": 0.93603515625
                }
            ]
        },
        {
            "id": 89,
            "seek": 54552,
            "start": 552.09,
            "end": 558.11,
            "text": " I mean, maybe they pop up an alert and they don't know much about your environment.",
            "tokens": [
                51414,
                286,
                914,
                11,
                1310,
                436,
                1665,
                493,
                364,
                9615,
                293,
                436,
                500,
                380,
                458,
                709,
                466,
                428,
                2823,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2334280333133659,
            "compression_ratio": 1.6694214876033058,
            "no_speech_prob": 0.003704071044921875,
            "words": [
                {
                    "start": 552.09,
                    "end": 552.13,
                    "word": " I",
                    "probability": 0.57080078125
                },
                {
                    "start": 552.13,
                    "end": 552.25,
                    "word": " mean",
                    "probability": 0.9248046875
                },
                {
                    "start": 552.25,
                    "end": 552.35,
                    "word": ",",
                    "probability": 0.84765625
                },
                {
                    "start": 552.35,
                    "end": 553.59,
                    "word": " maybe",
                    "probability": 0.60302734375
                },
                {
                    "start": 553.59,
                    "end": 553.83,
                    "word": " they",
                    "probability": 0.73876953125
                },
                {
                    "start": 553.83,
                    "end": 554.13,
                    "word": " pop",
                    "probability": 0.8623046875
                },
                {
                    "start": 554.13,
                    "end": 554.27,
                    "word": " up",
                    "probability": 0.77685546875
                },
                {
                    "start": 554.27,
                    "end": 554.39,
                    "word": " an",
                    "probability": 0.87646484375
                },
                {
                    "start": 554.39,
                    "end": 554.73,
                    "word": " alert",
                    "probability": 0.8447265625
                },
                {
                    "start": 554.73,
                    "end": 555.81,
                    "word": " and",
                    "probability": 0.6884765625
                },
                {
                    "start": 555.81,
                    "end": 556.05,
                    "word": " they",
                    "probability": 0.74267578125
                },
                {
                    "start": 556.05,
                    "end": 556.33,
                    "word": " don't",
                    "probability": 0.94775390625
                },
                {
                    "start": 556.33,
                    "end": 556.49,
                    "word": " know",
                    "probability": 0.81494140625
                },
                {
                    "start": 556.49,
                    "end": 556.75,
                    "word": " much",
                    "probability": 0.79833984375
                },
                {
                    "start": 556.75,
                    "end": 556.99,
                    "word": " about",
                    "probability": 0.81591796875
                },
                {
                    "start": 556.99,
                    "end": 557.43,
                    "word": " your",
                    "probability": 0.8046875
                },
                {
                    "start": 557.43,
                    "end": 557.87,
                    "word": " environment",
                    "probability": 0.775390625
                },
                {
                    "start": 557.87,
                    "end": 558.11,
                    "word": ".",
                    "probability": 0.580078125
                }
            ]
        },
        {
            "id": 90,
            "seek": 56952,
            "start": 558.11,
            "end": 564.83,
            "text": " They assume it's fine, and they basically close it as a false positive, while it might have actually been a true positive.",
            "tokens": [
                50364,
                814,
                6552,
                309,
                311,
                2489,
                11,
                293,
                436,
                1936,
                1998,
                309,
                382,
                257,
                7908,
                3353,
                11,
                1339,
                309,
                1062,
                362,
                767,
                668,
                257,
                2074,
                3353,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21412037037037038,
            "compression_ratio": 1.6650485436893203,
            "no_speech_prob": 0.0009255409240722656,
            "words": [
                {
                    "start": 558.11,
                    "end": 558.23,
                    "word": " They",
                    "probability": 0.297607421875
                },
                {
                    "start": 558.23,
                    "end": 558.53,
                    "word": " assume",
                    "probability": 0.818359375
                },
                {
                    "start": 558.53,
                    "end": 558.71,
                    "word": " it's",
                    "probability": 0.949462890625
                },
                {
                    "start": 558.71,
                    "end": 559.09,
                    "word": " fine",
                    "probability": 0.88330078125
                },
                {
                    "start": 559.09,
                    "end": 559.29,
                    "word": ",",
                    "probability": 0.29052734375
                },
                {
                    "start": 559.29,
                    "end": 559.69,
                    "word": " and",
                    "probability": 0.890625
                },
                {
                    "start": 559.69,
                    "end": 559.83,
                    "word": " they",
                    "probability": 0.73974609375
                },
                {
                    "start": 559.83,
                    "end": 560.23,
                    "word": " basically",
                    "probability": 0.92333984375
                },
                {
                    "start": 560.23,
                    "end": 560.65,
                    "word": " close",
                    "probability": 0.82958984375
                },
                {
                    "start": 560.65,
                    "end": 560.77,
                    "word": " it",
                    "probability": 0.9052734375
                },
                {
                    "start": 560.77,
                    "end": 560.91,
                    "word": " as",
                    "probability": 0.900390625
                },
                {
                    "start": 561.01,
                    "end": 561.21,
                    "word": " a false",
                    "probability": 0.828125
                },
                {
                    "start": 561.21,
                    "end": 561.63,
                    "word": " positive",
                    "probability": 0.84228515625
                },
                {
                    "start": 561.63,
                    "end": 561.87,
                    "word": ",",
                    "probability": 0.422119140625
                },
                {
                    "start": 561.87,
                    "end": 561.97,
                    "word": " while",
                    "probability": 0.8515625
                },
                {
                    "start": 561.97,
                    "end": 562.19,
                    "word": " it",
                    "probability": 0.89404296875
                },
                {
                    "start": 562.19,
                    "end": 562.37,
                    "word": " might",
                    "probability": 0.80517578125
                },
                {
                    "start": 562.37,
                    "end": 562.57,
                    "word": " have",
                    "probability": 0.83544921875
                },
                {
                    "start": 562.57,
                    "end": 562.99,
                    "word": " actually",
                    "probability": 0.78125
                },
                {
                    "start": 562.99,
                    "end": 563.35,
                    "word": " been",
                    "probability": 0.79736328125
                },
                {
                    "start": 563.67,
                    "end": 563.83,
                    "word": " a true",
                    "probability": 0.90576171875
                },
                {
                    "start": 563.83,
                    "end": 564.25,
                    "word": " positive",
                    "probability": 0.82275390625
                },
                {
                    "start": 564.25,
                    "end": 564.83,
                    "word": ".",
                    "probability": 0.409423828125
                }
            ]
        },
        {
            "id": 91,
            "seek": 56952,
            "start": 564.93,
            "end": 567.29,
            "text": " And you might actually be already hacked.",
            "tokens": [
                50664,
                400,
                291,
                1062,
                767,
                312,
                1217,
                36218,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21412037037037038,
            "compression_ratio": 1.6650485436893203,
            "no_speech_prob": 0.0009255409240722656,
            "words": [
                {
                    "start": 564.93,
                    "end": 565.13,
                    "word": " And",
                    "probability": 0.7685546875
                },
                {
                    "start": 565.13,
                    "end": 565.23,
                    "word": " you",
                    "probability": 0.88623046875
                },
                {
                    "start": 565.23,
                    "end": 565.43,
                    "word": " might",
                    "probability": 0.8095703125
                },
                {
                    "start": 565.43,
                    "end": 565.75,
                    "word": " actually",
                    "probability": 0.7900390625
                },
                {
                    "start": 565.75,
                    "end": 565.99,
                    "word": " be",
                    "probability": 0.8759765625
                },
                {
                    "start": 565.99,
                    "end": 566.39,
                    "word": " already",
                    "probability": 0.83447265625
                },
                {
                    "start": 566.39,
                    "end": 566.71,
                    "word": " hacked",
                    "probability": 0.376220703125
                },
                {
                    "start": 566.71,
                    "end": 567.29,
                    "word": ".",
                    "probability": 0.98486328125
                }
            ]
        },
        {
            "id": 92,
            "seek": 56952,
            "start": 568.59,
            "end": 582.11,
            "text": " And from that end, your stakeholders, which might be your CFO or your internal audit or whoever it might be on your end, how do you convince them that you're actually in control?",
            "tokens": [
                50864,
                400,
                490,
                300,
                917,
                11,
                428,
                17779,
                11,
                597,
                1062,
                312,
                428,
                383,
                18067,
                420,
                428,
                6920,
                17748,
                420,
                11387,
                309,
                1062,
                312,
                322,
                428,
                917,
                11,
                577,
                360,
                291,
                13447,
                552,
                300,
                291,
                434,
                767,
                294,
                1969,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21412037037037038,
            "compression_ratio": 1.6650485436893203,
            "no_speech_prob": 0.0009255409240722656,
            "words": [
                {
                    "start": 568.59,
                    "end": 568.83,
                    "word": " And",
                    "probability": 0.86083984375
                },
                {
                    "start": 568.83,
                    "end": 569.19,
                    "word": " from",
                    "probability": 0.79833984375
                },
                {
                    "start": 569.19,
                    "end": 569.41,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 569.41,
                    "end": 569.61,
                    "word": " end",
                    "probability": 0.61474609375
                },
                {
                    "start": 569.61,
                    "end": 569.67,
                    "word": ",",
                    "probability": 0.84326171875
                },
                {
                    "start": 569.67,
                    "end": 569.79,
                    "word": " your",
                    "probability": 0.81396484375
                },
                {
                    "start": 569.79,
                    "end": 570.33,
                    "word": " stakeholders",
                    "probability": 0.791015625
                },
                {
                    "start": 570.33,
                    "end": 570.85,
                    "word": ",",
                    "probability": 0.92041015625
                },
                {
                    "start": 570.85,
                    "end": 571.27,
                    "word": " which",
                    "probability": 0.91064453125
                },
                {
                    "start": 571.27,
                    "end": 571.57,
                    "word": " might",
                    "probability": 0.8212890625
                },
                {
                    "start": 571.57,
                    "end": 571.91,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 571.91,
                    "end": 572.35,
                    "word": " your",
                    "probability": 0.80859375
                },
                {
                    "start": 572.35,
                    "end": 572.81,
                    "word": " CFO",
                    "probability": 0.978271484375
                },
                {
                    "start": 572.81,
                    "end": 573.41,
                    "word": " or",
                    "probability": 0.5810546875
                },
                {
                    "start": 573.41,
                    "end": 573.87,
                    "word": " your",
                    "probability": 0.81884765625
                },
                {
                    "start": 573.87,
                    "end": 574.53,
                    "word": " internal",
                    "probability": 0.69140625
                },
                {
                    "start": 574.53,
                    "end": 575.03,
                    "word": " audit",
                    "probability": 0.6552734375
                },
                {
                    "start": 575.03,
                    "end": 575.37,
                    "word": " or",
                    "probability": 0.5146484375
                },
                {
                    "start": 575.37,
                    "end": 576.17,
                    "word": " whoever",
                    "probability": 0.88525390625
                },
                {
                    "start": 576.17,
                    "end": 576.45,
                    "word": " it",
                    "probability": 0.89990234375
                },
                {
                    "start": 576.45,
                    "end": 576.63,
                    "word": " might",
                    "probability": 0.81103515625
                },
                {
                    "start": 576.63,
                    "end": 576.87,
                    "word": " be",
                    "probability": 0.8955078125
                },
                {
                    "start": 576.87,
                    "end": 577.05,
                    "word": " on",
                    "probability": 0.8837890625
                },
                {
                    "start": 577.05,
                    "end": 577.25,
                    "word": " your",
                    "probability": 0.8134765625
                },
                {
                    "start": 577.25,
                    "end": 577.55,
                    "word": " end",
                    "probability": 0.81298828125
                },
                {
                    "start": 577.55,
                    "end": 578.65,
                    "word": ",",
                    "probability": 0.82861328125
                },
                {
                    "start": 578.65,
                    "end": 578.91,
                    "word": " how",
                    "probability": 0.88916015625
                },
                {
                    "start": 578.91,
                    "end": 579.09,
                    "word": " do",
                    "probability": 0.90283203125
                },
                {
                    "start": 579.09,
                    "end": 579.67,
                    "word": " you",
                    "probability": 0.884765625
                },
                {
                    "start": 579.67,
                    "end": 579.91,
                    "word": " convince",
                    "probability": 0.8994140625
                },
                {
                    "start": 579.91,
                    "end": 580.31,
                    "word": " them",
                    "probability": 0.7275390625
                },
                {
                    "start": 580.31,
                    "end": 580.47,
                    "word": " that",
                    "probability": 0.8818359375
                },
                {
                    "start": 580.47,
                    "end": 580.63,
                    "word": " you're",
                    "probability": 0.919921875
                },
                {
                    "start": 580.63,
                    "end": 580.89,
                    "word": " actually",
                    "probability": 0.791015625
                },
                {
                    "start": 580.89,
                    "end": 581.11,
                    "word": " in",
                    "probability": 0.9140625
                },
                {
                    "start": 581.11,
                    "end": 581.53,
                    "word": " control",
                    "probability": 0.67041015625
                },
                {
                    "start": 581.53,
                    "end": 582.11,
                    "word": "?",
                    "probability": 0.9765625
                }
            ]
        },
        {
            "id": 93,
            "seek": 59644,
            "start": 582.11,
            "end": 587.59,
            "text": " You do have a lot of detection rules and you do have a lot of incidents, but is this everything?",
            "tokens": [
                50364,
                509,
                360,
                362,
                257,
                688,
                295,
                17784,
                4474,
                293,
                291,
                360,
                362,
                257,
                688,
                295,
                21139,
                11,
                457,
                307,
                341,
                1203,
                30,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 582.11,
                    "end": 582.51,
                    "word": " You",
                    "probability": 0.37939453125
                },
                {
                    "start": 582.51,
                    "end": 583.07,
                    "word": " do",
                    "probability": 0.734375
                },
                {
                    "start": 583.07,
                    "end": 583.47,
                    "word": " have",
                    "probability": 0.8701171875
                },
                {
                    "start": 583.61,
                    "end": 583.71,
                    "word": " a lot",
                    "probability": 0.89794921875
                },
                {
                    "start": 583.71,
                    "end": 583.81,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 583.81,
                    "end": 584.13,
                    "word": " detection",
                    "probability": 0.69580078125
                },
                {
                    "start": 584.13,
                    "end": 584.57,
                    "word": " rules",
                    "probability": 0.70166015625
                },
                {
                    "start": 584.57,
                    "end": 584.75,
                    "word": " and",
                    "probability": 0.76953125
                },
                {
                    "start": 584.75,
                    "end": 584.87,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 584.87,
                    "end": 585.01,
                    "word": " do",
                    "probability": 0.89404296875
                },
                {
                    "start": 585.01,
                    "end": 585.21,
                    "word": " have",
                    "probability": 0.8818359375
                },
                {
                    "start": 585.31,
                    "end": 585.45,
                    "word": " a lot",
                    "probability": 0.9013671875
                },
                {
                    "start": 585.45,
                    "end": 585.59,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 585.59,
                    "end": 586.01,
                    "word": " incidents",
                    "probability": 0.85546875
                },
                {
                    "start": 586.01,
                    "end": 586.01,
                    "word": ",",
                    "probability": 0.6650390625
                },
                {
                    "start": 586.01,
                    "end": 586.37,
                    "word": " but",
                    "probability": 0.900390625
                },
                {
                    "start": 586.37,
                    "end": 586.55,
                    "word": " is",
                    "probability": 0.7783203125
                },
                {
                    "start": 586.55,
                    "end": 586.69,
                    "word": " this",
                    "probability": 0.8564453125
                },
                {
                    "start": 586.69,
                    "end": 587.25,
                    "word": " everything",
                    "probability": 0.86865234375
                },
                {
                    "start": 587.25,
                    "end": 587.59,
                    "word": "?",
                    "probability": 0.343017578125
                }
            ]
        },
        {
            "id": 94,
            "seek": 59644,
            "start": 587.59,
            "end": 592.29,
            "text": " And how can they measure if you're doing well or not?",
            "tokens": [
                50614,
                400,
                577,
                393,
                436,
                3481,
                498,
                291,
                434,
                884,
                731,
                420,
                406,
                30,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 587.59,
                    "end": 587.59,
                    "word": " And",
                    "probability": 0.138427734375
                },
                {
                    "start": 587.59,
                    "end": 589.33,
                    "word": " how",
                    "probability": 0.5556640625
                },
                {
                    "start": 589.33,
                    "end": 590.15,
                    "word": " can",
                    "probability": 0.87890625
                },
                {
                    "start": 590.15,
                    "end": 590.33,
                    "word": " they",
                    "probability": 0.72900390625
                },
                {
                    "start": 590.33,
                    "end": 590.63,
                    "word": " measure",
                    "probability": 0.82177734375
                },
                {
                    "start": 590.63,
                    "end": 590.85,
                    "word": " if",
                    "probability": 0.90234375
                },
                {
                    "start": 590.85,
                    "end": 591.01,
                    "word": " you're",
                    "probability": 0.91552734375
                },
                {
                    "start": 591.01,
                    "end": 591.23,
                    "word": " doing",
                    "probability": 0.91064453125
                },
                {
                    "start": 591.23,
                    "end": 591.47,
                    "word": " well",
                    "probability": 0.87548828125
                },
                {
                    "start": 591.47,
                    "end": 591.59,
                    "word": " or",
                    "probability": 0.89697265625
                },
                {
                    "start": 591.59,
                    "end": 591.87,
                    "word": " not",
                    "probability": 0.8896484375
                },
                {
                    "start": 591.87,
                    "end": 592.29,
                    "word": "?",
                    "probability": 0.85107421875
                }
            ]
        },
        {
            "id": 95,
            "seek": 59644,
            "start": 592.55,
            "end": 594.31,
            "text": " And from a detection perspective as well.",
            "tokens": [
                50864,
                400,
                490,
                257,
                17784,
                4585,
                382,
                731,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 592.55,
                    "end": 592.67,
                    "word": " And",
                    "probability": 0.73388671875
                },
                {
                    "start": 592.67,
                    "end": 592.81,
                    "word": " from",
                    "probability": 0.81201171875
                },
                {
                    "start": 592.93,
                    "end": 593.29,
                    "word": " a detection",
                    "probability": 0.7294921875
                },
                {
                    "start": 593.29,
                    "end": 593.81,
                    "word": " perspective",
                    "probability": 0.767578125
                },
                {
                    "start": 593.81,
                    "end": 594.09,
                    "word": " as",
                    "probability": 0.876953125
                },
                {
                    "start": 594.09,
                    "end": 594.23,
                    "word": " well",
                    "probability": 0.87744140625
                },
                {
                    "start": 594.23,
                    "end": 594.31,
                    "word": ".",
                    "probability": 0.51806640625
                }
            ]
        },
        {
            "id": 96,
            "seek": 59644,
            "start": 594.31,
            "end": 596.49,
            "text": " So how do you know your detection is actually resilient?",
            "tokens": [
                50964,
                407,
                577,
                360,
                291,
                458,
                428,
                17784,
                307,
                767,
                23699,
                30,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 594.31,
                    "end": 594.43,
                    "word": " So",
                    "probability": 0.8740234375
                },
                {
                    "start": 594.43,
                    "end": 594.59,
                    "word": " how",
                    "probability": 0.79541015625
                },
                {
                    "start": 594.59,
                    "end": 594.73,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 594.73,
                    "end": 594.85,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 594.85,
                    "end": 594.97,
                    "word": " know",
                    "probability": 0.80419921875
                },
                {
                    "start": 594.97,
                    "end": 595.13,
                    "word": " your",
                    "probability": 0.75
                },
                {
                    "start": 595.13,
                    "end": 595.47,
                    "word": " detection",
                    "probability": 0.734375
                },
                {
                    "start": 595.47,
                    "end": 595.65,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 595.65,
                    "end": 595.89,
                    "word": " actually",
                    "probability": 0.83544921875
                },
                {
                    "start": 595.89,
                    "end": 596.35,
                    "word": " resilient",
                    "probability": 0.82080078125
                },
                {
                    "start": 596.35,
                    "end": 596.49,
                    "word": "?",
                    "probability": 0.96044921875
                }
            ]
        },
        {
            "id": 97,
            "seek": 59644,
            "start": 596.49,
            "end": 601.89,
            "text": " You do have a lot of really good detection rules, but do they cover variants?",
            "tokens": [
                51064,
                509,
                360,
                362,
                257,
                688,
                295,
                534,
                665,
                17784,
                4474,
                11,
                457,
                360,
                436,
                2060,
                21669,
                30,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 596.49,
                    "end": 596.59,
                    "word": " You",
                    "probability": 0.89111328125
                },
                {
                    "start": 596.59,
                    "end": 596.77,
                    "word": " do",
                    "probability": 0.8984375
                },
                {
                    "start": 596.77,
                    "end": 596.99,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 597.13,
                    "end": 597.27,
                    "word": " a lot",
                    "probability": 0.8974609375
                },
                {
                    "start": 597.27,
                    "end": 598.15,
                    "word": " of",
                    "probability": 0.9052734375
                },
                {
                    "start": 598.15,
                    "end": 598.55,
                    "word": " really",
                    "probability": 0.7197265625
                },
                {
                    "start": 598.55,
                    "end": 598.99,
                    "word": " good",
                    "probability": 0.86572265625
                },
                {
                    "start": 598.99,
                    "end": 599.53,
                    "word": " detection",
                    "probability": 0.7392578125
                },
                {
                    "start": 599.53,
                    "end": 599.99,
                    "word": " rules",
                    "probability": 0.72314453125
                },
                {
                    "start": 599.99,
                    "end": 600.05,
                    "word": ",",
                    "probability": 0.828125
                },
                {
                    "start": 600.05,
                    "end": 600.31,
                    "word": " but",
                    "probability": 0.9033203125
                },
                {
                    "start": 600.31,
                    "end": 600.49,
                    "word": " do",
                    "probability": 0.908203125
                },
                {
                    "start": 600.49,
                    "end": 600.69,
                    "word": " they",
                    "probability": 0.72119140625
                },
                {
                    "start": 600.69,
                    "end": 600.99,
                    "word": " cover",
                    "probability": 0.88623046875
                },
                {
                    "start": 600.99,
                    "end": 601.67,
                    "word": " variants",
                    "probability": 0.73828125
                },
                {
                    "start": 601.67,
                    "end": 601.89,
                    "word": "?",
                    "probability": 0.83740234375
                }
            ]
        },
        {
            "id": 98,
            "seek": 59644,
            "start": 601.89,
            "end": 605.37,
            "text": " Do they cover only the one that you read up on?",
            "tokens": [
                51314,
                1144,
                436,
                2060,
                787,
                264,
                472,
                300,
                291,
                1401,
                493,
                322,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 601.89,
                    "end": 601.93,
                    "word": " Do",
                    "probability": 0.9052734375
                },
                {
                    "start": 601.93,
                    "end": 602.11,
                    "word": " they",
                    "probability": 0.71923828125
                },
                {
                    "start": 602.11,
                    "end": 602.53,
                    "word": " cover",
                    "probability": 0.8916015625
                },
                {
                    "start": 602.53,
                    "end": 603.61,
                    "word": " only",
                    "probability": 0.83349609375
                },
                {
                    "start": 603.61,
                    "end": 603.81,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 603.81,
                    "end": 604.01,
                    "word": " one",
                    "probability": 0.8017578125
                },
                {
                    "start": 604.01,
                    "end": 604.21,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 604.21,
                    "end": 604.39,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 604.39,
                    "end": 604.73,
                    "word": " read",
                    "probability": 0.86474609375
                },
                {
                    "start": 604.73,
                    "end": 604.93,
                    "word": " up",
                    "probability": 0.88330078125
                },
                {
                    "start": 604.93,
                    "end": 605.21,
                    "word": " on",
                    "probability": 0.9072265625
                },
                {
                    "start": 605.21,
                    "end": 605.37,
                    "word": "?",
                    "probability": 0.455078125
                }
            ]
        },
        {
            "id": 99,
            "seek": 59644,
            "start": 605.37,
            "end": 609.03,
            "text": " Or do they cover a multitude of ways of executing that?",
            "tokens": [
                51514,
                1610,
                360,
                436,
                2060,
                257,
                36358,
                295,
                2098,
                295,
                32368,
                300,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18623311508883228,
            "compression_ratio": 1.849785407725322,
            "no_speech_prob": 0.06732177734375,
            "words": [
                {
                    "start": 605.37,
                    "end": 605.51,
                    "word": " Or",
                    "probability": 0.90234375
                },
                {
                    "start": 605.51,
                    "end": 605.73,
                    "word": " do",
                    "probability": 0.89599609375
                },
                {
                    "start": 605.73,
                    "end": 605.93,
                    "word": " they",
                    "probability": 0.72314453125
                },
                {
                    "start": 605.93,
                    "end": 606.21,
                    "word": " cover",
                    "probability": 0.884765625
                },
                {
                    "start": 606.59,
                    "end": 606.89,
                    "word": " a multitude",
                    "probability": 0.79443359375
                },
                {
                    "start": 606.89,
                    "end": 607.31,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 607.31,
                    "end": 607.59,
                    "word": " ways",
                    "probability": 0.82373046875
                },
                {
                    "start": 607.59,
                    "end": 607.77,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 607.77,
                    "end": 608.27,
                    "word": " executing",
                    "probability": 0.7021484375
                },
                {
                    "start": 608.27,
                    "end": 608.61,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 608.61,
                    "end": 609.03,
                    "word": "?",
                    "probability": 0.984375
                }
            ]
        },
        {
            "id": 100,
            "seek": 61022,
            "start": 610.01,
            "end": 613.27,
            "text": " So you need a way to measure this.",
            "tokens": [
                50414,
                407,
                291,
                643,
                257,
                636,
                281,
                3481,
                341,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24197635618416038,
            "compression_ratio": 1.1941747572815533,
            "no_speech_prob": 0.0023708343505859375,
            "words": [
                {
                    "start": 610.01,
                    "end": 610.39,
                    "word": " So",
                    "probability": 0.544921875
                },
                {
                    "start": 610.39,
                    "end": 610.99,
                    "word": " you",
                    "probability": 0.69384765625
                },
                {
                    "start": 610.99,
                    "end": 611.19,
                    "word": " need",
                    "probability": 0.77490234375
                },
                {
                    "start": 611.35,
                    "end": 611.57,
                    "word": " a way",
                    "probability": 0.89453125
                },
                {
                    "start": 611.57,
                    "end": 611.81,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 611.81,
                    "end": 612.37,
                    "word": " measure",
                    "probability": 0.76611328125
                },
                {
                    "start": 612.37,
                    "end": 612.75,
                    "word": " this",
                    "probability": 0.86279296875
                },
                {
                    "start": 612.75,
                    "end": 613.27,
                    "word": ".",
                    "probability": 0.51953125
                }
            ]
        },
        {
            "id": 101,
            "seek": 61022,
            "start": 617.28,
            "end": 623.08,
            "text": " Which comes to our very graphic approach.",
            "tokens": [
                50614,
                3013,
                1487,
                281,
                527,
                588,
                14089,
                3109,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24197635618416038,
            "compression_ratio": 1.1941747572815533,
            "no_speech_prob": 0.0023708343505859375,
            "words": [
                {
                    "start": 617.28,
                    "end": 618.04,
                    "word": " Which",
                    "probability": 0.8154296875
                },
                {
                    "start": 618.04,
                    "end": 618.5,
                    "word": " comes",
                    "probability": 0.82080078125
                },
                {
                    "start": 618.5,
                    "end": 618.94,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 618.94,
                    "end": 619.46,
                    "word": " our",
                    "probability": 0.81591796875
                },
                {
                    "start": 619.46,
                    "end": 620.6,
                    "word": " very",
                    "probability": 0.7275390625
                },
                {
                    "start": 620.6,
                    "end": 621.8,
                    "word": " graphic",
                    "probability": 0.7216796875
                },
                {
                    "start": 621.8,
                    "end": 622.32,
                    "word": " approach",
                    "probability": 0.77294921875
                },
                {
                    "start": 622.32,
                    "end": 623.08,
                    "word": ".",
                    "probability": 0.9228515625
                }
            ]
        },
        {
            "id": 102,
            "seek": 61022,
            "start": 623.44,
            "end": 626.1,
            "text": " So in the center, there's a couple of pillars.",
            "tokens": [
                50864,
                407,
                294,
                264,
                3056,
                11,
                456,
                311,
                257,
                1916,
                295,
                26729,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24197635618416038,
            "compression_ratio": 1.1941747572815533,
            "no_speech_prob": 0.0023708343505859375,
            "words": [
                {
                    "start": 623.44,
                    "end": 623.44,
                    "word": " So",
                    "probability": 0.85302734375
                },
                {
                    "start": 623.44,
                    "end": 624.18,
                    "word": " in",
                    "probability": 0.7822265625
                },
                {
                    "start": 624.18,
                    "end": 624.52,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 624.52,
                    "end": 624.78,
                    "word": " center",
                    "probability": 0.7431640625
                },
                {
                    "start": 624.78,
                    "end": 624.92,
                    "word": ",",
                    "probability": 0.59716796875
                },
                {
                    "start": 624.92,
                    "end": 625.06,
                    "word": " there's",
                    "probability": 0.9140625
                },
                {
                    "start": 625.16,
                    "end": 625.36,
                    "word": " a couple",
                    "probability": 0.787109375
                },
                {
                    "start": 625.36,
                    "end": 625.54,
                    "word": " of",
                    "probability": 0.8955078125
                },
                {
                    "start": 625.54,
                    "end": 625.92,
                    "word": " pillars",
                    "probability": 0.85302734375
                },
                {
                    "start": 625.92,
                    "end": 626.1,
                    "word": ".",
                    "probability": 0.2332763671875
                }
            ]
        },
        {
            "id": 103,
            "seek": 63956,
            "start": 626.1,
            "end": 637.24,
            "text": " And the risk and the controls one are probably the most well-known ones, where risk is usually determined by the business, which is augmented by threat intel.",
            "tokens": [
                50364,
                400,
                264,
                3148,
                293,
                264,
                9003,
                472,
                366,
                1391,
                264,
                881,
                731,
                12,
                6861,
                2306,
                11,
                689,
                3148,
                307,
                2673,
                9540,
                538,
                264,
                1606,
                11,
                597,
                307,
                36155,
                538,
                4734,
                24777,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23297049892082644,
            "compression_ratio": 1.7828054298642535,
            "no_speech_prob": 0.028900146484375,
            "words": [
                {
                    "start": 626.1,
                    "end": 626.16,
                    "word": " And",
                    "probability": 0.1807861328125
                },
                {
                    "start": 626.16,
                    "end": 626.32,
                    "word": " the",
                    "probability": 0.736328125
                },
                {
                    "start": 626.32,
                    "end": 626.6,
                    "word": " risk",
                    "probability": 0.399169921875
                },
                {
                    "start": 626.6,
                    "end": 627.92,
                    "word": " and",
                    "probability": 0.60888671875
                },
                {
                    "start": 627.92,
                    "end": 628.12,
                    "word": " the",
                    "probability": 0.78369140625
                },
                {
                    "start": 628.12,
                    "end": 628.56,
                    "word": " controls",
                    "probability": 0.619140625
                },
                {
                    "start": 628.56,
                    "end": 628.82,
                    "word": " one",
                    "probability": 0.39501953125
                },
                {
                    "start": 628.82,
                    "end": 628.96,
                    "word": " are",
                    "probability": 0.85888671875
                },
                {
                    "start": 628.96,
                    "end": 629.4,
                    "word": " probably",
                    "probability": 0.90966796875
                },
                {
                    "start": 629.4,
                    "end": 630.0,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 630.0,
                    "end": 630.38,
                    "word": " most",
                    "probability": 0.8271484375
                },
                {
                    "start": 630.38,
                    "end": 630.74,
                    "word": " well",
                    "probability": 0.8818359375
                },
                {
                    "start": 630.74,
                    "end": 631.0,
                    "word": "-known",
                    "probability": 0.722900390625
                },
                {
                    "start": 631.0,
                    "end": 631.44,
                    "word": " ones",
                    "probability": 0.7919921875
                },
                {
                    "start": 631.44,
                    "end": 631.78,
                    "word": ",",
                    "probability": 0.4033203125
                },
                {
                    "start": 631.78,
                    "end": 632.04,
                    "word": " where",
                    "probability": 0.900390625
                },
                {
                    "start": 632.04,
                    "end": 632.36,
                    "word": " risk",
                    "probability": 0.8125
                },
                {
                    "start": 632.36,
                    "end": 632.54,
                    "word": " is",
                    "probability": 0.9111328125
                },
                {
                    "start": 632.54,
                    "end": 632.88,
                    "word": " usually",
                    "probability": 0.83154296875
                },
                {
                    "start": 632.88,
                    "end": 633.26,
                    "word": " determined",
                    "probability": 0.82958984375
                },
                {
                    "start": 633.26,
                    "end": 633.52,
                    "word": " by",
                    "probability": 0.9091796875
                },
                {
                    "start": 633.52,
                    "end": 633.7,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 633.7,
                    "end": 634.28,
                    "word": " business",
                    "probability": 0.89208984375
                },
                {
                    "start": 634.28,
                    "end": 634.9,
                    "word": ",",
                    "probability": 0.85107421875
                },
                {
                    "start": 634.9,
                    "end": 635.56,
                    "word": " which",
                    "probability": 0.91845703125
                },
                {
                    "start": 635.56,
                    "end": 635.72,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 635.72,
                    "end": 636.08,
                    "word": " augmented",
                    "probability": 0.59326171875
                },
                {
                    "start": 636.08,
                    "end": 636.4,
                    "word": " by",
                    "probability": 0.92041015625
                },
                {
                    "start": 636.4,
                    "end": 636.7,
                    "word": " threat",
                    "probability": 0.8193359375
                },
                {
                    "start": 636.7,
                    "end": 637.12,
                    "word": " intel",
                    "probability": 0.68115234375
                },
                {
                    "start": 637.12,
                    "end": 637.24,
                    "word": ".",
                    "probability": 0.43701171875
                }
            ]
        },
        {
            "id": 104,
            "seek": 63956,
            "start": 637.24,
            "end": 643.52,
            "text": " And then there might be some other values that come to a certain risk posture.",
            "tokens": [
                50914,
                400,
                550,
                456,
                1062,
                312,
                512,
                661,
                4190,
                300,
                808,
                281,
                257,
                1629,
                3148,
                18502,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23297049892082644,
            "compression_ratio": 1.7828054298642535,
            "no_speech_prob": 0.028900146484375,
            "words": [
                {
                    "start": 637.24,
                    "end": 637.32,
                    "word": " And",
                    "probability": 0.869140625
                },
                {
                    "start": 637.32,
                    "end": 637.48,
                    "word": " then",
                    "probability": 0.71484375
                },
                {
                    "start": 637.48,
                    "end": 637.64,
                    "word": " there",
                    "probability": 0.82763671875
                },
                {
                    "start": 637.64,
                    "end": 637.8,
                    "word": " might",
                    "probability": 0.81103515625
                },
                {
                    "start": 637.8,
                    "end": 637.96,
                    "word": " be",
                    "probability": 0.90576171875
                },
                {
                    "start": 637.96,
                    "end": 638.12,
                    "word": " some",
                    "probability": 0.8291015625
                },
                {
                    "start": 638.12,
                    "end": 638.42,
                    "word": " other",
                    "probability": 0.7939453125
                },
                {
                    "start": 638.42,
                    "end": 639.34,
                    "word": " values",
                    "probability": 0.8935546875
                },
                {
                    "start": 639.34,
                    "end": 639.64,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 639.64,
                    "end": 641.5,
                    "word": " come",
                    "probability": 0.7724609375
                },
                {
                    "start": 641.5,
                    "end": 641.7,
                    "word": " to",
                    "probability": 0.884765625
                },
                {
                    "start": 641.84,
                    "end": 642.1,
                    "word": " a certain",
                    "probability": 0.81591796875
                },
                {
                    "start": 642.1,
                    "end": 642.46,
                    "word": " risk",
                    "probability": 0.7939453125
                },
                {
                    "start": 642.46,
                    "end": 642.92,
                    "word": " posture",
                    "probability": 0.68359375
                },
                {
                    "start": 642.92,
                    "end": 643.52,
                    "word": ".",
                    "probability": 0.98046875
                }
            ]
        },
        {
            "id": 105,
            "seek": 63956,
            "start": 644.34,
            "end": 655.44,
            "text": " And then there are your controls, which are obviously your detections, your mitigations, your preventative measures, your hardening baselines, and so forth.",
            "tokens": [
                51214,
                400,
                550,
                456,
                366,
                428,
                9003,
                11,
                597,
                366,
                2745,
                428,
                5531,
                626,
                11,
                428,
                15699,
                763,
                11,
                428,
                4871,
                1166,
                8000,
                11,
                428,
                1152,
                4559,
                987,
                9173,
                11,
                293,
                370,
                5220,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23297049892082644,
            "compression_ratio": 1.7828054298642535,
            "no_speech_prob": 0.028900146484375,
            "words": [
                {
                    "start": 644.34,
                    "end": 644.6,
                    "word": " And",
                    "probability": 0.75634765625
                },
                {
                    "start": 644.6,
                    "end": 644.78,
                    "word": " then",
                    "probability": 0.73388671875
                },
                {
                    "start": 644.78,
                    "end": 645.2,
                    "word": " there",
                    "probability": 0.728515625
                },
                {
                    "start": 645.2,
                    "end": 645.3,
                    "word": " are",
                    "probability": 0.81298828125
                },
                {
                    "start": 645.3,
                    "end": 645.5,
                    "word": " your",
                    "probability": 0.8095703125
                },
                {
                    "start": 645.5,
                    "end": 646.1,
                    "word": " controls",
                    "probability": 0.58984375
                },
                {
                    "start": 646.1,
                    "end": 646.9,
                    "word": ",",
                    "probability": 0.91552734375
                },
                {
                    "start": 646.9,
                    "end": 647.44,
                    "word": " which",
                    "probability": 0.91064453125
                },
                {
                    "start": 647.44,
                    "end": 647.64,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 647.64,
                    "end": 648.08,
                    "word": " obviously",
                    "probability": 0.7529296875
                },
                {
                    "start": 648.08,
                    "end": 648.4,
                    "word": " your",
                    "probability": 0.7958984375
                },
                {
                    "start": 648.4,
                    "end": 649.2,
                    "word": " detections",
                    "probability": 0.90380859375
                },
                {
                    "start": 649.2,
                    "end": 649.36,
                    "word": ",",
                    "probability": 0.98974609375
                },
                {
                    "start": 649.36,
                    "end": 649.48,
                    "word": " your",
                    "probability": 0.802734375
                },
                {
                    "start": 649.48,
                    "end": 650.38,
                    "word": " mitigations",
                    "probability": 0.86376953125
                },
                {
                    "start": 650.38,
                    "end": 650.62,
                    "word": ",",
                    "probability": 0.9912109375
                },
                {
                    "start": 650.62,
                    "end": 650.76,
                    "word": " your",
                    "probability": 0.81201171875
                },
                {
                    "start": 650.76,
                    "end": 651.4,
                    "word": " preventative",
                    "probability": 0.86572265625
                },
                {
                    "start": 651.4,
                    "end": 652.06,
                    "word": " measures",
                    "probability": 0.80224609375
                },
                {
                    "start": 652.06,
                    "end": 652.78,
                    "word": ",",
                    "probability": 0.984375
                },
                {
                    "start": 652.78,
                    "end": 653.24,
                    "word": " your",
                    "probability": 0.81884765625
                },
                {
                    "start": 653.24,
                    "end": 653.68,
                    "word": " hardening",
                    "probability": 0.814453125
                },
                {
                    "start": 653.68,
                    "end": 654.28,
                    "word": " baselines",
                    "probability": 0.54638671875
                },
                {
                    "start": 654.28,
                    "end": 654.46,
                    "word": ",",
                    "probability": 0.54150390625
                },
                {
                    "start": 654.46,
                    "end": 654.66,
                    "word": " and",
                    "probability": 0.89208984375
                },
                {
                    "start": 654.66,
                    "end": 654.94,
                    "word": " so",
                    "probability": 0.9013671875
                },
                {
                    "start": 654.94,
                    "end": 655.32,
                    "word": " forth",
                    "probability": 0.8876953125
                },
                {
                    "start": 655.32,
                    "end": 655.44,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 106,
            "seek": 66802,
            "start": 655.44,
            "end": 660.78,
            "text": " These are usually based on a couple of reference models, like MITRE ATT&CK, of course, which we all love.",
            "tokens": [
                50364,
                1981,
                366,
                2673,
                2361,
                322,
                257,
                1916,
                295,
                6408,
                5245,
                11,
                411,
                13100,
                3850,
                8872,
                51,
                5,
                9419,
                11,
                295,
                1164,
                11,
                597,
                321,
                439,
                959,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19218749485232614,
            "compression_ratio": 1.6323024054982818,
            "no_speech_prob": 0.0013523101806640625,
            "words": [
                {
                    "start": 655.44,
                    "end": 655.66,
                    "word": " These",
                    "probability": 0.10040283203125
                },
                {
                    "start": 655.66,
                    "end": 656.0,
                    "word": " are",
                    "probability": 0.89208984375
                },
                {
                    "start": 656.0,
                    "end": 656.34,
                    "word": " usually",
                    "probability": 0.8369140625
                },
                {
                    "start": 656.34,
                    "end": 656.76,
                    "word": " based",
                    "probability": 0.8134765625
                },
                {
                    "start": 656.76,
                    "end": 656.94,
                    "word": " on",
                    "probability": 0.91064453125
                },
                {
                    "start": 657.04,
                    "end": 657.18,
                    "word": " a couple",
                    "probability": 0.8037109375
                },
                {
                    "start": 657.18,
                    "end": 657.34,
                    "word": " of",
                    "probability": 0.8896484375
                },
                {
                    "start": 657.34,
                    "end": 657.72,
                    "word": " reference",
                    "probability": 0.8017578125
                },
                {
                    "start": 657.72,
                    "end": 658.12,
                    "word": " models",
                    "probability": 0.79541015625
                },
                {
                    "start": 658.12,
                    "end": 658.32,
                    "word": ",",
                    "probability": 0.335205078125
                },
                {
                    "start": 658.32,
                    "end": 658.42,
                    "word": " like",
                    "probability": 0.849609375
                },
                {
                    "start": 658.42,
                    "end": 658.68,
                    "word": " MITRE",
                    "probability": 0.646484375
                },
                {
                    "start": 658.68,
                    "end": 658.98,
                    "word": " ATT",
                    "probability": 0.84521484375
                },
                {
                    "start": 658.98,
                    "end": 659.06,
                    "word": "&CK",
                    "probability": 0.993896484375
                },
                {
                    "start": 659.06,
                    "end": 659.1,
                    "word": ",",
                    "probability": 0.62939453125
                },
                {
                    "start": 659.1,
                    "end": 659.24,
                    "word": " of",
                    "probability": 0.86181640625
                },
                {
                    "start": 659.24,
                    "end": 659.44,
                    "word": " course",
                    "probability": 0.86865234375
                },
                {
                    "start": 659.44,
                    "end": 659.52,
                    "word": ",",
                    "probability": 0.98095703125
                },
                {
                    "start": 659.52,
                    "end": 659.68,
                    "word": " which",
                    "probability": 0.90673828125
                },
                {
                    "start": 659.68,
                    "end": 659.82,
                    "word": " we",
                    "probability": 0.9111328125
                },
                {
                    "start": 659.82,
                    "end": 660.02,
                    "word": " all",
                    "probability": 0.89697265625
                },
                {
                    "start": 660.02,
                    "end": 660.3,
                    "word": " love",
                    "probability": 0.88720703125
                },
                {
                    "start": 660.3,
                    "end": 660.78,
                    "word": ".",
                    "probability": 0.92919921875
                }
            ]
        },
        {
            "id": 107,
            "seek": 66802,
            "start": 660.96,
            "end": 663.26,
            "text": " There might be a kill chain involved.",
            "tokens": [
                50614,
                821,
                1062,
                312,
                257,
                1961,
                5021,
                3288,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19218749485232614,
            "compression_ratio": 1.6323024054982818,
            "no_speech_prob": 0.0013523101806640625,
            "words": [
                {
                    "start": 660.96,
                    "end": 661.34,
                    "word": " There",
                    "probability": 0.80517578125
                },
                {
                    "start": 661.34,
                    "end": 661.52,
                    "word": " might",
                    "probability": 0.82177734375
                },
                {
                    "start": 661.52,
                    "end": 661.68,
                    "word": " be",
                    "probability": 0.90087890625
                },
                {
                    "start": 661.82,
                    "end": 661.98,
                    "word": " a kill",
                    "probability": 0.7099609375
                },
                {
                    "start": 661.98,
                    "end": 662.22,
                    "word": " chain",
                    "probability": 0.6083984375
                },
                {
                    "start": 662.22,
                    "end": 662.78,
                    "word": " involved",
                    "probability": 0.79443359375
                },
                {
                    "start": 662.78,
                    "end": 663.26,
                    "word": ".",
                    "probability": 0.73583984375
                }
            ]
        },
        {
            "id": 108,
            "seek": 66802,
            "start": 663.26,
            "end": 670.16,
            "text": " There might be some additional frameworks in terms of hardening your environment.",
            "tokens": [
                50714,
                821,
                1062,
                312,
                512,
                4497,
                29834,
                294,
                2115,
                295,
                1152,
                4559,
                428,
                2823,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19218749485232614,
            "compression_ratio": 1.6323024054982818,
            "no_speech_prob": 0.0013523101806640625,
            "words": [
                {
                    "start": 663.26,
                    "end": 663.38,
                    "word": " There",
                    "probability": 0.8095703125
                },
                {
                    "start": 663.38,
                    "end": 663.6,
                    "word": " might",
                    "probability": 0.82080078125
                },
                {
                    "start": 663.6,
                    "end": 663.82,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 663.82,
                    "end": 664.1,
                    "word": " some",
                    "probability": 0.8154296875
                },
                {
                    "start": 664.1,
                    "end": 664.66,
                    "word": " additional",
                    "probability": 0.86962890625
                },
                {
                    "start": 664.66,
                    "end": 666.66,
                    "word": " frameworks",
                    "probability": 0.6025390625
                },
                {
                    "start": 666.66,
                    "end": 667.18,
                    "word": " in",
                    "probability": 0.861328125
                },
                {
                    "start": 667.18,
                    "end": 667.52,
                    "word": " terms",
                    "probability": 0.78271484375
                },
                {
                    "start": 667.52,
                    "end": 667.96,
                    "word": " of",
                    "probability": 0.8955078125
                },
                {
                    "start": 667.96,
                    "end": 669.02,
                    "word": " hardening",
                    "probability": 0.81298828125
                },
                {
                    "start": 669.02,
                    "end": 669.26,
                    "word": " your",
                    "probability": 0.7880859375
                },
                {
                    "start": 669.26,
                    "end": 669.68,
                    "word": " environment",
                    "probability": 0.54052734375
                },
                {
                    "start": 669.68,
                    "end": 670.16,
                    "word": ".",
                    "probability": 0.93603515625
                }
            ]
        },
        {
            "id": 109,
            "seek": 66802,
            "start": 670.44,
            "end": 683.9,
            "text": " And then there's the effectiveness one that we actually want to add to this, which will support the other ones by providing meaningful, valuable data that you can use for your management, for your auditing parties, but also for your self-management.",
            "tokens": [
                51064,
                400,
                550,
                456,
                311,
                264,
                21208,
                472,
                300,
                321,
                767,
                528,
                281,
                909,
                281,
                341,
                11,
                597,
                486,
                1406,
                264,
                661,
                2306,
                538,
                6530,
                10995,
                11,
                8263,
                1412,
                300,
                291,
                393,
                764,
                337,
                428,
                4592,
                11,
                337,
                428,
                2379,
                1748,
                8265,
                11,
                457,
                611,
                337,
                428,
                2698,
                12,
                1601,
                11129,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19218749485232614,
            "compression_ratio": 1.6323024054982818,
            "no_speech_prob": 0.0013523101806640625,
            "words": [
                {
                    "start": 670.44,
                    "end": 670.52,
                    "word": " And",
                    "probability": 0.57177734375
                },
                {
                    "start": 670.52,
                    "end": 670.66,
                    "word": " then",
                    "probability": 0.7275390625
                },
                {
                    "start": 670.66,
                    "end": 670.96,
                    "word": " there's",
                    "probability": 0.886474609375
                },
                {
                    "start": 670.96,
                    "end": 671.1,
                    "word": " the",
                    "probability": 0.796875
                },
                {
                    "start": 671.1,
                    "end": 671.52,
                    "word": " effectiveness",
                    "probability": 0.5107421875
                },
                {
                    "start": 671.52,
                    "end": 672.0,
                    "word": " one",
                    "probability": 0.76611328125
                },
                {
                    "start": 672.0,
                    "end": 672.18,
                    "word": " that",
                    "probability": 0.83837890625
                },
                {
                    "start": 672.18,
                    "end": 672.32,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 672.32,
                    "end": 672.64,
                    "word": " actually",
                    "probability": 0.7822265625
                },
                {
                    "start": 672.64,
                    "end": 672.86,
                    "word": " want",
                    "probability": 0.69970703125
                },
                {
                    "start": 672.86,
                    "end": 672.98,
                    "word": " to",
                    "probability": 0.90771484375
                },
                {
                    "start": 672.98,
                    "end": 673.6,
                    "word": " add",
                    "probability": 0.81787109375
                },
                {
                    "start": 673.6,
                    "end": 673.78,
                    "word": " to",
                    "probability": 0.88671875
                },
                {
                    "start": 673.78,
                    "end": 674.08,
                    "word": " this",
                    "probability": 0.87451171875
                },
                {
                    "start": 674.08,
                    "end": 674.56,
                    "word": ",",
                    "probability": 0.8681640625
                },
                {
                    "start": 674.56,
                    "end": 674.74,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 674.74,
                    "end": 674.96,
                    "word": " will",
                    "probability": 0.7802734375
                },
                {
                    "start": 674.96,
                    "end": 675.34,
                    "word": " support",
                    "probability": 0.931640625
                },
                {
                    "start": 675.34,
                    "end": 675.52,
                    "word": " the",
                    "probability": 0.80810546875
                },
                {
                    "start": 675.52,
                    "end": 675.7,
                    "word": " other",
                    "probability": 0.77880859375
                },
                {
                    "start": 675.7,
                    "end": 676.02,
                    "word": " ones",
                    "probability": 0.83935546875
                },
                {
                    "start": 676.02,
                    "end": 676.28,
                    "word": " by",
                    "probability": 0.90185546875
                },
                {
                    "start": 676.28,
                    "end": 676.68,
                    "word": " providing",
                    "probability": 0.8251953125
                },
                {
                    "start": 676.68,
                    "end": 677.2,
                    "word": " meaningful",
                    "probability": 0.86376953125
                },
                {
                    "start": 677.2,
                    "end": 677.44,
                    "word": ",",
                    "probability": 0.775390625
                },
                {
                    "start": 677.44,
                    "end": 677.76,
                    "word": " valuable",
                    "probability": 0.78955078125
                },
                {
                    "start": 677.76,
                    "end": 678.26,
                    "word": " data",
                    "probability": 0.81884765625
                },
                {
                    "start": 678.26,
                    "end": 678.52,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 678.52,
                    "end": 678.62,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 678.62,
                    "end": 678.74,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 678.74,
                    "end": 679.0,
                    "word": " use",
                    "probability": 0.81103515625
                },
                {
                    "start": 679.0,
                    "end": 679.22,
                    "word": " for",
                    "probability": 0.89501953125
                },
                {
                    "start": 679.22,
                    "end": 679.4,
                    "word": " your",
                    "probability": 0.7998046875
                },
                {
                    "start": 679.4,
                    "end": 679.88,
                    "word": " management",
                    "probability": 0.74072265625
                },
                {
                    "start": 679.88,
                    "end": 680.54,
                    "word": ",",
                    "probability": 0.85595703125
                },
                {
                    "start": 680.54,
                    "end": 680.68,
                    "word": " for",
                    "probability": 0.8486328125
                },
                {
                    "start": 680.68,
                    "end": 680.78,
                    "word": " your",
                    "probability": 0.72607421875
                },
                {
                    "start": 680.78,
                    "end": 681.1,
                    "word": " auditing",
                    "probability": 0.92041015625
                },
                {
                    "start": 681.1,
                    "end": 681.6,
                    "word": " parties",
                    "probability": 0.82861328125
                },
                {
                    "start": 681.6,
                    "end": 681.6,
                    "word": ",",
                    "probability": 0.97216796875
                },
                {
                    "start": 681.6,
                    "end": 681.98,
                    "word": " but",
                    "probability": 0.9013671875
                },
                {
                    "start": 681.98,
                    "end": 682.2,
                    "word": " also",
                    "probability": 0.82080078125
                },
                {
                    "start": 682.2,
                    "end": 682.44,
                    "word": " for",
                    "probability": 0.89697265625
                },
                {
                    "start": 682.44,
                    "end": 682.62,
                    "word": " your",
                    "probability": 0.51318359375
                },
                {
                    "start": 682.62,
                    "end": 682.98,
                    "word": " self",
                    "probability": 0.72705078125
                },
                {
                    "start": 682.98,
                    "end": 683.74,
                    "word": "-management",
                    "probability": 0.8312174479166666
                },
                {
                    "start": 683.74,
                    "end": 683.9,
                    "word": ".",
                    "probability": 0.603515625
                }
            ]
        },
        {
            "id": 110,
            "seek": 68720,
            "start": 683.9,
            "end": 686.96,
            "text": " So, you can actually know how you're doing.",
            "tokens": [
                50364,
                407,
                11,
                291,
                393,
                767,
                458,
                577,
                291,
                434,
                884,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19858531090053352,
            "compression_ratio": 1.6101694915254237,
            "no_speech_prob": 0.0087890625,
            "words": [
                {
                    "start": 683.9,
                    "end": 684.06,
                    "word": " So",
                    "probability": 0.304931640625
                },
                {
                    "start": 684.06,
                    "end": 684.18,
                    "word": ",",
                    "probability": 0.0665283203125
                },
                {
                    "start": 684.18,
                    "end": 684.22,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 684.22,
                    "end": 684.44,
                    "word": " can",
                    "probability": 0.9013671875
                },
                {
                    "start": 684.44,
                    "end": 684.86,
                    "word": " actually",
                    "probability": 0.7724609375
                },
                {
                    "start": 684.86,
                    "end": 685.6,
                    "word": " know",
                    "probability": 0.81591796875
                },
                {
                    "start": 685.6,
                    "end": 685.88,
                    "word": " how",
                    "probability": 0.8994140625
                },
                {
                    "start": 685.88,
                    "end": 686.16,
                    "word": " you're",
                    "probability": 0.85205078125
                },
                {
                    "start": 686.16,
                    "end": 686.5,
                    "word": " doing",
                    "probability": 0.91455078125
                },
                {
                    "start": 686.5,
                    "end": 686.96,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 111,
            "seek": 68720,
            "start": 687.78,
            "end": 693.68,
            "text": " So, then it a little bit depends on what you want to do with these pillars in which team you're at.",
            "tokens": [
                50514,
                407,
                11,
                550,
                309,
                257,
                707,
                857,
                5946,
                322,
                437,
                291,
                528,
                281,
                360,
                365,
                613,
                26729,
                294,
                597,
                1469,
                291,
                434,
                412,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19858531090053352,
            "compression_ratio": 1.6101694915254237,
            "no_speech_prob": 0.0087890625,
            "words": [
                {
                    "start": 687.78,
                    "end": 687.9,
                    "word": " So",
                    "probability": 0.82080078125
                },
                {
                    "start": 687.9,
                    "end": 687.94,
                    "word": ",",
                    "probability": 0.6142578125
                },
                {
                    "start": 687.94,
                    "end": 688.08,
                    "word": " then",
                    "probability": 0.71826171875
                },
                {
                    "start": 688.08,
                    "end": 688.18,
                    "word": " it",
                    "probability": 0.56298828125
                },
                {
                    "start": 688.34,
                    "end": 688.5,
                    "word": " a little",
                    "probability": 0.80126953125
                },
                {
                    "start": 688.5,
                    "end": 688.86,
                    "word": " bit",
                    "probability": 0.880859375
                },
                {
                    "start": 688.86,
                    "end": 689.3,
                    "word": " depends",
                    "probability": 0.77587890625
                },
                {
                    "start": 689.3,
                    "end": 689.58,
                    "word": " on",
                    "probability": 0.91015625
                },
                {
                    "start": 689.58,
                    "end": 690.06,
                    "word": " what",
                    "probability": 0.853515625
                },
                {
                    "start": 690.06,
                    "end": 690.2,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 690.2,
                    "end": 690.36,
                    "word": " want",
                    "probability": 0.58349609375
                },
                {
                    "start": 690.36,
                    "end": 690.44,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 690.44,
                    "end": 690.6,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 690.6,
                    "end": 690.76,
                    "word": " with",
                    "probability": 0.81787109375
                },
                {
                    "start": 690.76,
                    "end": 691.06,
                    "word": " these",
                    "probability": 0.154296875
                },
                {
                    "start": 691.06,
                    "end": 691.74,
                    "word": " pillars",
                    "probability": 0.83056640625
                },
                {
                    "start": 691.74,
                    "end": 692.76,
                    "word": " in",
                    "probability": 0.572265625
                },
                {
                    "start": 692.76,
                    "end": 693.0,
                    "word": " which",
                    "probability": 0.923828125
                },
                {
                    "start": 693.0,
                    "end": 693.28,
                    "word": " team",
                    "probability": 0.75146484375
                },
                {
                    "start": 693.28,
                    "end": 693.5,
                    "word": " you're",
                    "probability": 0.826904296875
                },
                {
                    "start": 693.5,
                    "end": 693.62,
                    "word": " at",
                    "probability": 0.90771484375
                },
                {
                    "start": 693.62,
                    "end": 693.68,
                    "word": ".",
                    "probability": 0.986328125
                }
            ]
        },
        {
            "id": 112,
            "seek": 68720,
            "start": 693.68,
            "end": 703.08,
            "text": " So, if you're in the blue team, on the risk side, there's the control effectiveness that you might want to report to your regulatory parties.",
            "tokens": [
                50864,
                407,
                11,
                498,
                291,
                434,
                294,
                264,
                3344,
                1469,
                11,
                322,
                264,
                3148,
                1252,
                11,
                456,
                311,
                264,
                1969,
                21208,
                300,
                291,
                1062,
                528,
                281,
                2275,
                281,
                428,
                18260,
                8265,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19858531090053352,
            "compression_ratio": 1.6101694915254237,
            "no_speech_prob": 0.0087890625,
            "words": [
                {
                    "start": 693.68,
                    "end": 693.8,
                    "word": " So",
                    "probability": 0.89013671875
                },
                {
                    "start": 693.8,
                    "end": 693.84,
                    "word": ",",
                    "probability": 0.953125
                },
                {
                    "start": 693.84,
                    "end": 693.96,
                    "word": " if",
                    "probability": 0.900390625
                },
                {
                    "start": 693.96,
                    "end": 694.1,
                    "word": " you're",
                    "probability": 0.922119140625
                },
                {
                    "start": 694.1,
                    "end": 694.2,
                    "word": " in",
                    "probability": 0.9052734375
                },
                {
                    "start": 694.2,
                    "end": 694.32,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 694.32,
                    "end": 694.46,
                    "word": " blue",
                    "probability": 0.8525390625
                },
                {
                    "start": 694.46,
                    "end": 694.82,
                    "word": " team",
                    "probability": 0.9208984375
                },
                {
                    "start": 694.82,
                    "end": 695.22,
                    "word": ",",
                    "probability": 0.5205078125
                },
                {
                    "start": 695.22,
                    "end": 695.46,
                    "word": " on",
                    "probability": 0.87939453125
                },
                {
                    "start": 695.46,
                    "end": 695.6,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 695.6,
                    "end": 695.82,
                    "word": " risk",
                    "probability": 0.7431640625
                },
                {
                    "start": 695.82,
                    "end": 696.2,
                    "word": " side",
                    "probability": 0.7216796875
                },
                {
                    "start": 696.2,
                    "end": 696.6,
                    "word": ",",
                    "probability": 0.74853515625
                },
                {
                    "start": 696.6,
                    "end": 697.72,
                    "word": " there's",
                    "probability": 0.905029296875
                },
                {
                    "start": 697.72,
                    "end": 697.86,
                    "word": " the",
                    "probability": 0.7763671875
                },
                {
                    "start": 697.86,
                    "end": 698.18,
                    "word": " control",
                    "probability": 0.67626953125
                },
                {
                    "start": 698.18,
                    "end": 698.7,
                    "word": " effectiveness",
                    "probability": 0.7607421875
                },
                {
                    "start": 698.7,
                    "end": 699.04,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 699.04,
                    "end": 699.18,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 699.18,
                    "end": 699.42,
                    "word": " might",
                    "probability": 0.82177734375
                },
                {
                    "start": 699.42,
                    "end": 699.86,
                    "word": " want",
                    "probability": 0.76416015625
                },
                {
                    "start": 699.86,
                    "end": 700.02,
                    "word": " to",
                    "probability": 0.89404296875
                },
                {
                    "start": 700.02,
                    "end": 700.46,
                    "word": " report",
                    "probability": 0.8837890625
                },
                {
                    "start": 700.46,
                    "end": 700.68,
                    "word": " to",
                    "probability": 0.87255859375
                },
                {
                    "start": 700.68,
                    "end": 701.32,
                    "word": " your",
                    "probability": 0.79296875
                },
                {
                    "start": 701.32,
                    "end": 701.7,
                    "word": " regulatory",
                    "probability": 0.84716796875
                },
                {
                    "start": 701.7,
                    "end": 702.62,
                    "word": " parties",
                    "probability": 0.8681640625
                },
                {
                    "start": 702.62,
                    "end": 703.08,
                    "word": ".",
                    "probability": 0.70947265625
                }
            ]
        },
        {
            "id": 113,
            "seek": 71498,
            "start": 703.08,
            "end": 713.88,
            "text": " And on the red side, the risk might give you a lot of input for advanced simulations that you want to execute.",
            "tokens": [
                50364,
                400,
                322,
                264,
                2182,
                1252,
                11,
                264,
                3148,
                1062,
                976,
                291,
                257,
                688,
                295,
                4846,
                337,
                7339,
                35138,
                300,
                291,
                528,
                281,
                14483,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18170103092783504,
            "compression_ratio": 1.6538461538461537,
            "no_speech_prob": 0.0330810546875,
            "words": [
                {
                    "start": 703.08,
                    "end": 703.84,
                    "word": " And",
                    "probability": 0.5556640625
                },
                {
                    "start": 703.84,
                    "end": 704.08,
                    "word": " on",
                    "probability": 0.8798828125
                },
                {
                    "start": 704.08,
                    "end": 704.44,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 704.44,
                    "end": 705.58,
                    "word": " red",
                    "probability": 0.80126953125
                },
                {
                    "start": 705.58,
                    "end": 706.0,
                    "word": " side",
                    "probability": 0.68212890625
                },
                {
                    "start": 706.0,
                    "end": 706.66,
                    "word": ",",
                    "probability": 0.8330078125
                },
                {
                    "start": 706.66,
                    "end": 706.84,
                    "word": " the",
                    "probability": 0.80078125
                },
                {
                    "start": 706.84,
                    "end": 707.14,
                    "word": " risk",
                    "probability": 0.65673828125
                },
                {
                    "start": 707.14,
                    "end": 707.54,
                    "word": " might",
                    "probability": 0.80810546875
                },
                {
                    "start": 707.54,
                    "end": 708.1,
                    "word": " give",
                    "probability": 0.8134765625
                },
                {
                    "start": 708.1,
                    "end": 708.24,
                    "word": " you",
                    "probability": 0.89013671875
                },
                {
                    "start": 708.42,
                    "end": 708.58,
                    "word": " a lot",
                    "probability": 0.892578125
                },
                {
                    "start": 708.58,
                    "end": 709.02,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 709.02,
                    "end": 709.92,
                    "word": " input",
                    "probability": 0.8232421875
                },
                {
                    "start": 709.92,
                    "end": 710.46,
                    "word": " for",
                    "probability": 0.89111328125
                },
                {
                    "start": 710.46,
                    "end": 711.1,
                    "word": " advanced",
                    "probability": 0.7880859375
                },
                {
                    "start": 711.1,
                    "end": 711.7,
                    "word": " simulations",
                    "probability": 0.92431640625
                },
                {
                    "start": 711.7,
                    "end": 712.2,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 712.2,
                    "end": 712.32,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 712.32,
                    "end": 712.5,
                    "word": " want",
                    "probability": 0.533203125
                },
                {
                    "start": 712.5,
                    "end": 712.98,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 712.98,
                    "end": 713.4,
                    "word": " execute",
                    "probability": 0.85400390625
                },
                {
                    "start": 713.4,
                    "end": 713.88,
                    "word": ".",
                    "probability": 0.9052734375
                }
            ]
        },
        {
            "id": 114,
            "seek": 71498,
            "start": 714.28,
            "end": 722.42,
            "text": " And these are usually manual and very creative exercises, but these require a lot of time and money and effort.",
            "tokens": [
                50914,
                400,
                613,
                366,
                2673,
                9688,
                293,
                588,
                5880,
                11900,
                11,
                457,
                613,
                3651,
                257,
                688,
                295,
                565,
                293,
                1460,
                293,
                4630,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18170103092783504,
            "compression_ratio": 1.6538461538461537,
            "no_speech_prob": 0.0330810546875,
            "words": [
                {
                    "start": 714.28,
                    "end": 714.38,
                    "word": " And",
                    "probability": 0.826171875
                },
                {
                    "start": 714.38,
                    "end": 714.54,
                    "word": " these",
                    "probability": 0.697265625
                },
                {
                    "start": 714.54,
                    "end": 714.64,
                    "word": " are",
                    "probability": 0.89892578125
                },
                {
                    "start": 714.64,
                    "end": 714.96,
                    "word": " usually",
                    "probability": 0.81640625
                },
                {
                    "start": 714.96,
                    "end": 715.52,
                    "word": " manual",
                    "probability": 0.87255859375
                },
                {
                    "start": 715.52,
                    "end": 715.78,
                    "word": " and",
                    "probability": 0.8779296875
                },
                {
                    "start": 715.78,
                    "end": 716.02,
                    "word": " very",
                    "probability": 0.73095703125
                },
                {
                    "start": 716.02,
                    "end": 716.64,
                    "word": " creative",
                    "probability": 0.7841796875
                },
                {
                    "start": 716.64,
                    "end": 717.52,
                    "word": " exercises",
                    "probability": 0.9111328125
                },
                {
                    "start": 717.52,
                    "end": 718.0,
                    "word": ",",
                    "probability": 0.48388671875
                },
                {
                    "start": 718.0,
                    "end": 719.14,
                    "word": " but",
                    "probability": 0.8916015625
                },
                {
                    "start": 719.14,
                    "end": 719.58,
                    "word": " these",
                    "probability": 0.68115234375
                },
                {
                    "start": 719.58,
                    "end": 720.06,
                    "word": " require",
                    "probability": 0.81201171875
                },
                {
                    "start": 720.28,
                    "end": 720.4,
                    "word": " a lot",
                    "probability": 0.8916015625
                },
                {
                    "start": 720.4,
                    "end": 720.52,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 720.52,
                    "end": 720.88,
                    "word": " time",
                    "probability": 0.79638671875
                },
                {
                    "start": 720.88,
                    "end": 721.08,
                    "word": " and",
                    "probability": 0.62939453125
                },
                {
                    "start": 721.08,
                    "end": 721.34,
                    "word": " money",
                    "probability": 0.83642578125
                },
                {
                    "start": 721.34,
                    "end": 721.56,
                    "word": " and",
                    "probability": 0.8828125
                },
                {
                    "start": 721.56,
                    "end": 721.94,
                    "word": " effort",
                    "probability": 0.8095703125
                },
                {
                    "start": 721.94,
                    "end": 722.42,
                    "word": ".",
                    "probability": 0.300537109375
                }
            ]
        },
        {
            "id": 115,
            "seek": 71498,
            "start": 722.42,
            "end": 724.48,
            "text": " And you can't do this on a continuous basis, right?",
            "tokens": [
                51314,
                400,
                291,
                393,
                380,
                360,
                341,
                322,
                257,
                10957,
                5143,
                11,
                558,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18170103092783504,
            "compression_ratio": 1.6538461538461537,
            "no_speech_prob": 0.0330810546875,
            "words": [
                {
                    "start": 722.42,
                    "end": 722.58,
                    "word": " And",
                    "probability": 0.80224609375
                },
                {
                    "start": 722.58,
                    "end": 722.7,
                    "word": " you",
                    "probability": 0.88916015625
                },
                {
                    "start": 722.7,
                    "end": 722.94,
                    "word": " can't",
                    "probability": 0.940673828125
                },
                {
                    "start": 722.94,
                    "end": 723.08,
                    "word": " do",
                    "probability": 0.90869140625
                },
                {
                    "start": 723.08,
                    "end": 723.28,
                    "word": " this",
                    "probability": 0.8740234375
                },
                {
                    "start": 723.28,
                    "end": 723.4,
                    "word": " on",
                    "probability": 0.9033203125
                },
                {
                    "start": 723.5,
                    "end": 723.78,
                    "word": " a continuous",
                    "probability": 0.70703125
                },
                {
                    "start": 723.78,
                    "end": 724.22,
                    "word": " basis",
                    "probability": 0.7919921875
                },
                {
                    "start": 724.22,
                    "end": 724.32,
                    "word": ",",
                    "probability": 0.69921875
                },
                {
                    "start": 724.32,
                    "end": 724.48,
                    "word": " right",
                    "probability": 0.791015625
                },
                {
                    "start": 724.48,
                    "end": 724.48,
                    "word": "?",
                    "probability": 0.82958984375
                }
            ]
        },
        {
            "id": 116,
            "seek": 71498,
            "start": 724.48,
            "end": 725.94,
            "text": " So, we need something else.",
            "tokens": [
                51414,
                407,
                11,
                321,
                643,
                746,
                1646,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18170103092783504,
            "compression_ratio": 1.6538461538461537,
            "no_speech_prob": 0.0330810546875,
            "words": [
                {
                    "start": 724.48,
                    "end": 724.6,
                    "word": " So",
                    "probability": 0.90283203125
                },
                {
                    "start": 724.6,
                    "end": 724.7,
                    "word": ",",
                    "probability": 0.186279296875
                },
                {
                    "start": 724.7,
                    "end": 724.76,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 724.76,
                    "end": 724.92,
                    "word": " need",
                    "probability": 0.81591796875
                },
                {
                    "start": 724.92,
                    "end": 725.22,
                    "word": " something",
                    "probability": 0.72900390625
                },
                {
                    "start": 725.22,
                    "end": 725.46,
                    "word": " else",
                    "probability": 0.83251953125
                },
                {
                    "start": 725.46,
                    "end": 725.94,
                    "word": ".",
                    "probability": 0.982421875
                }
            ]
        },
        {
            "id": 117,
            "seek": 71498,
            "start": 726.2,
            "end": 730.86,
            "text": " And this is where the purple part on the right, on the effectiveness side, comes in.",
            "tokens": [
                51514,
                400,
                341,
                307,
                689,
                264,
                9656,
                644,
                322,
                264,
                558,
                11,
                322,
                264,
                21208,
                1252,
                11,
                1487,
                294,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18170103092783504,
            "compression_ratio": 1.6538461538461537,
            "no_speech_prob": 0.0330810546875,
            "words": [
                {
                    "start": 726.2,
                    "end": 726.6,
                    "word": " And",
                    "probability": 0.8603515625
                },
                {
                    "start": 726.6,
                    "end": 726.76,
                    "word": " this",
                    "probability": 0.876953125
                },
                {
                    "start": 726.76,
                    "end": 726.84,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 726.84,
                    "end": 726.96,
                    "word": " where",
                    "probability": 0.9033203125
                },
                {
                    "start": 726.96,
                    "end": 727.1,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 727.1,
                    "end": 727.36,
                    "word": " purple",
                    "probability": 0.89208984375
                },
                {
                    "start": 727.36,
                    "end": 727.7,
                    "word": " part",
                    "probability": 0.796875
                },
                {
                    "start": 727.7,
                    "end": 727.84,
                    "word": " on",
                    "probability": 0.87255859375
                },
                {
                    "start": 727.84,
                    "end": 727.96,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 727.96,
                    "end": 728.2,
                    "word": " right",
                    "probability": 0.884765625
                },
                {
                    "start": 728.2,
                    "end": 728.28,
                    "word": ",",
                    "probability": 0.71630859375
                },
                {
                    "start": 728.28,
                    "end": 728.34,
                    "word": " on",
                    "probability": 0.60107421875
                },
                {
                    "start": 728.34,
                    "end": 728.46,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 728.46,
                    "end": 728.94,
                    "word": " effectiveness",
                    "probability": 0.78466796875
                },
                {
                    "start": 728.94,
                    "end": 730.06,
                    "word": " side",
                    "probability": 0.77099609375
                },
                {
                    "start": 730.06,
                    "end": 730.16,
                    "word": ",",
                    "probability": 0.29638671875
                },
                {
                    "start": 730.16,
                    "end": 730.38,
                    "word": " comes",
                    "probability": 0.81005859375
                },
                {
                    "start": 730.38,
                    "end": 730.6,
                    "word": " in",
                    "probability": 0.90673828125
                },
                {
                    "start": 730.6,
                    "end": 730.86,
                    "word": ".",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 118,
            "seek": 73886,
            "start": 730.86,
            "end": 736.14,
            "text": " So, you can do a normal purple team, of course, which is red and blue joined together.",
            "tokens": [
                50364,
                407,
                11,
                291,
                393,
                360,
                257,
                2710,
                9656,
                1469,
                11,
                295,
                1164,
                11,
                597,
                307,
                2182,
                293,
                3344,
                6869,
                1214,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17037898904465615,
            "compression_ratio": 1.6782608695652175,
            "no_speech_prob": 0.0264892578125,
            "words": [
                {
                    "start": 730.86,
                    "end": 730.94,
                    "word": " So",
                    "probability": 0.449951171875
                },
                {
                    "start": 730.94,
                    "end": 731.3,
                    "word": ",",
                    "probability": 0.291259765625
                },
                {
                    "start": 731.3,
                    "end": 731.42,
                    "word": " you",
                    "probability": 0.859375
                },
                {
                    "start": 731.42,
                    "end": 731.62,
                    "word": " can",
                    "probability": 0.90185546875
                },
                {
                    "start": 731.62,
                    "end": 731.8,
                    "word": " do",
                    "probability": 0.89306640625
                },
                {
                    "start": 732.18,
                    "end": 732.6,
                    "word": " a normal",
                    "probability": 0.81201171875
                },
                {
                    "start": 732.6,
                    "end": 733.24,
                    "word": " purple",
                    "probability": 0.7099609375
                },
                {
                    "start": 733.24,
                    "end": 733.5,
                    "word": " team",
                    "probability": 0.9013671875
                },
                {
                    "start": 733.5,
                    "end": 733.62,
                    "word": ",",
                    "probability": 0.63623046875
                },
                {
                    "start": 733.62,
                    "end": 733.7,
                    "word": " of",
                    "probability": 0.896484375
                },
                {
                    "start": 733.7,
                    "end": 733.94,
                    "word": " course",
                    "probability": 0.86962890625
                },
                {
                    "start": 733.94,
                    "end": 734.08,
                    "word": ",",
                    "probability": 0.958984375
                },
                {
                    "start": 734.08,
                    "end": 734.26,
                    "word": " which",
                    "probability": 0.9169921875
                },
                {
                    "start": 734.26,
                    "end": 734.44,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 734.44,
                    "end": 734.64,
                    "word": " red",
                    "probability": 0.83837890625
                },
                {
                    "start": 734.64,
                    "end": 734.78,
                    "word": " and",
                    "probability": 0.89208984375
                },
                {
                    "start": 734.78,
                    "end": 734.94,
                    "word": " blue",
                    "probability": 0.93603515625
                },
                {
                    "start": 734.94,
                    "end": 735.18,
                    "word": " joined",
                    "probability": 0.77099609375
                },
                {
                    "start": 735.18,
                    "end": 735.66,
                    "word": " together",
                    "probability": 0.76953125
                },
                {
                    "start": 735.66,
                    "end": 736.14,
                    "word": ".",
                    "probability": 0.9345703125
                }
            ]
        },
        {
            "id": 119,
            "seek": 73886,
            "start": 736.4,
            "end": 739.9,
            "text": " It's usually based on a forecast or some hypotheses.",
            "tokens": [
                50614,
                467,
                311,
                2673,
                2361,
                322,
                257,
                14330,
                420,
                512,
                49969,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17037898904465615,
            "compression_ratio": 1.6782608695652175,
            "no_speech_prob": 0.0264892578125,
            "words": [
                {
                    "start": 736.4,
                    "end": 736.8,
                    "word": " It's",
                    "probability": 0.93310546875
                },
                {
                    "start": 736.8,
                    "end": 737.02,
                    "word": " usually",
                    "probability": 0.8134765625
                },
                {
                    "start": 737.02,
                    "end": 737.32,
                    "word": " based",
                    "probability": 0.8134765625
                },
                {
                    "start": 737.32,
                    "end": 737.46,
                    "word": " on",
                    "probability": 0.91162109375
                },
                {
                    "start": 737.62,
                    "end": 738.28,
                    "word": " a forecast",
                    "probability": 0.78173828125
                },
                {
                    "start": 738.28,
                    "end": 738.56,
                    "word": " or",
                    "probability": 0.8740234375
                },
                {
                    "start": 738.56,
                    "end": 738.86,
                    "word": " some",
                    "probability": 0.80322265625
                },
                {
                    "start": 738.86,
                    "end": 739.42,
                    "word": " hypotheses",
                    "probability": 0.4326171875
                },
                {
                    "start": 739.42,
                    "end": 739.9,
                    "word": ".",
                    "probability": 0.40185546875
                }
            ]
        },
        {
            "id": 120,
            "seek": 73886,
            "start": 740.64,
            "end": 749.54,
            "text": " And the outcome is usually a really good detection engineering effort where you start building all kinds of new awesome detections, which is great.",
            "tokens": [
                50814,
                400,
                264,
                9700,
                307,
                2673,
                257,
                534,
                665,
                17784,
                7043,
                4630,
                689,
                291,
                722,
                2390,
                439,
                3685,
                295,
                777,
                3476,
                5531,
                626,
                11,
                597,
                307,
                869,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17037898904465615,
            "compression_ratio": 1.6782608695652175,
            "no_speech_prob": 0.0264892578125,
            "words": [
                {
                    "start": 740.64,
                    "end": 740.76,
                    "word": " And",
                    "probability": 0.68359375
                },
                {
                    "start": 740.76,
                    "end": 741.22,
                    "word": " the",
                    "probability": 0.765625
                },
                {
                    "start": 741.22,
                    "end": 741.54,
                    "word": " outcome",
                    "probability": 0.84912109375
                },
                {
                    "start": 741.54,
                    "end": 741.76,
                    "word": " is",
                    "probability": 0.90234375
                },
                {
                    "start": 741.76,
                    "end": 742.04,
                    "word": " usually",
                    "probability": 0.81201171875
                },
                {
                    "start": 742.44,
                    "end": 742.68,
                    "word": " a really",
                    "probability": 0.78515625
                },
                {
                    "start": 742.68,
                    "end": 743.02,
                    "word": " good",
                    "probability": 0.84130859375
                },
                {
                    "start": 743.02,
                    "end": 743.4,
                    "word": " detection",
                    "probability": 0.7705078125
                },
                {
                    "start": 743.4,
                    "end": 743.98,
                    "word": " engineering",
                    "probability": 0.81201171875
                },
                {
                    "start": 743.98,
                    "end": 744.3,
                    "word": " effort",
                    "probability": 0.87109375
                },
                {
                    "start": 744.3,
                    "end": 744.5,
                    "word": " where",
                    "probability": 0.607421875
                },
                {
                    "start": 744.5,
                    "end": 744.62,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 744.62,
                    "end": 744.82,
                    "word": " start",
                    "probability": 0.87939453125
                },
                {
                    "start": 744.82,
                    "end": 745.14,
                    "word": " building",
                    "probability": 0.79638671875
                },
                {
                    "start": 745.14,
                    "end": 745.34,
                    "word": " all",
                    "probability": 0.8857421875
                },
                {
                    "start": 745.34,
                    "end": 745.56,
                    "word": " kinds",
                    "probability": 0.7880859375
                },
                {
                    "start": 745.56,
                    "end": 745.68,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 745.68,
                    "end": 745.88,
                    "word": " new",
                    "probability": 0.724609375
                },
                {
                    "start": 745.88,
                    "end": 746.26,
                    "word": " awesome",
                    "probability": 0.611328125
                },
                {
                    "start": 746.26,
                    "end": 746.98,
                    "word": " detections",
                    "probability": 0.904052734375
                },
                {
                    "start": 746.98,
                    "end": 747.74,
                    "word": ",",
                    "probability": 0.82177734375
                },
                {
                    "start": 747.74,
                    "end": 748.74,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 748.74,
                    "end": 748.92,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 748.92,
                    "end": 749.28,
                    "word": " great",
                    "probability": 0.8720703125
                },
                {
                    "start": 749.28,
                    "end": 749.54,
                    "word": ".",
                    "probability": 0.94873046875
                }
            ]
        },
        {
            "id": 121,
            "seek": 73886,
            "start": 749.54,
            "end": 751.96,
            "text": " And if you can do this, you should totally do this.",
            "tokens": [
                51264,
                400,
                498,
                291,
                393,
                360,
                341,
                11,
                291,
                820,
                3879,
                360,
                341,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17037898904465615,
            "compression_ratio": 1.6782608695652175,
            "no_speech_prob": 0.0264892578125,
            "words": [
                {
                    "start": 749.54,
                    "end": 749.7,
                    "word": " And",
                    "probability": 0.85693359375
                },
                {
                    "start": 749.7,
                    "end": 749.8,
                    "word": " if",
                    "probability": 0.8935546875
                },
                {
                    "start": 749.8,
                    "end": 749.92,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 749.92,
                    "end": 750.12,
                    "word": " can",
                    "probability": 0.89501953125
                },
                {
                    "start": 750.12,
                    "end": 750.28,
                    "word": " do",
                    "probability": 0.8203125
                },
                {
                    "start": 750.28,
                    "end": 750.5,
                    "word": " this",
                    "probability": 0.87158203125
                },
                {
                    "start": 750.5,
                    "end": 750.56,
                    "word": ",",
                    "probability": 0.970703125
                },
                {
                    "start": 750.56,
                    "end": 750.74,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 750.74,
                    "end": 750.98,
                    "word": " should",
                    "probability": 0.9248046875
                },
                {
                    "start": 750.98,
                    "end": 751.34,
                    "word": " totally",
                    "probability": 0.75732421875
                },
                {
                    "start": 751.34,
                    "end": 751.58,
                    "word": " do",
                    "probability": 0.89794921875
                },
                {
                    "start": 751.58,
                    "end": 751.84,
                    "word": " this",
                    "probability": 0.87060546875
                },
                {
                    "start": 751.84,
                    "end": 751.96,
                    "word": ".",
                    "probability": 0.52685546875
                }
            ]
        },
        {
            "id": 122,
            "seek": 73886,
            "start": 751.96,
            "end": 754.74,
            "text": " But this is always limited by time and effort.",
            "tokens": [
                51414,
                583,
                341,
                307,
                1009,
                5567,
                538,
                565,
                293,
                4630,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17037898904465615,
            "compression_ratio": 1.6782608695652175,
            "no_speech_prob": 0.0264892578125,
            "words": [
                {
                    "start": 751.96,
                    "end": 752.06,
                    "word": " But",
                    "probability": 0.88916015625
                },
                {
                    "start": 752.06,
                    "end": 752.28,
                    "word": " this",
                    "probability": 0.86083984375
                },
                {
                    "start": 752.28,
                    "end": 752.42,
                    "word": " is",
                    "probability": 0.89794921875
                },
                {
                    "start": 752.42,
                    "end": 752.8,
                    "word": " always",
                    "probability": 0.77099609375
                },
                {
                    "start": 752.8,
                    "end": 753.22,
                    "word": " limited",
                    "probability": 0.82470703125
                },
                {
                    "start": 753.22,
                    "end": 753.5,
                    "word": " by",
                    "probability": 0.8984375
                },
                {
                    "start": 753.5,
                    "end": 753.82,
                    "word": " time",
                    "probability": 0.8056640625
                },
                {
                    "start": 753.82,
                    "end": 753.94,
                    "word": " and",
                    "probability": 0.8974609375
                },
                {
                    "start": 753.94,
                    "end": 754.26,
                    "word": " effort",
                    "probability": 0.85107421875
                },
                {
                    "start": 754.26,
                    "end": 754.74,
                    "word": ".",
                    "probability": 0.9609375
                }
            ]
        },
        {
            "id": 123,
            "seek": 76858,
            "start": 754.74,
            "end": 757.5,
            "text": " Not everybody can do this.",
            "tokens": [
                50364,
                1726,
                2201,
                393,
                360,
                341,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18121936683561288,
            "compression_ratio": 1.6420233463035019,
            "no_speech_prob": 0.015350341796875,
            "words": [
                {
                    "start": 754.74,
                    "end": 755.7,
                    "word": " Not",
                    "probability": 0.261962890625
                },
                {
                    "start": 755.7,
                    "end": 756.36,
                    "word": " everybody",
                    "probability": 0.7568359375
                },
                {
                    "start": 756.36,
                    "end": 756.8,
                    "word": " can",
                    "probability": 0.7392578125
                },
                {
                    "start": 756.8,
                    "end": 757.02,
                    "word": " do",
                    "probability": 0.90234375
                },
                {
                    "start": 757.02,
                    "end": 757.3,
                    "word": " this",
                    "probability": 0.87060546875
                },
                {
                    "start": 757.3,
                    "end": 757.5,
                    "word": ".",
                    "probability": 0.57861328125
                }
            ]
        },
        {
            "id": 124,
            "seek": 76858,
            "start": 757.5,
            "end": 768.1,
            "text": " You don't always have an internal red team or you don't have the means to do this on a monthly basis because it's quite costly to get consultants in there every time.",
            "tokens": [
                50464,
                509,
                500,
                380,
                1009,
                362,
                364,
                6920,
                2182,
                1469,
                420,
                291,
                500,
                380,
                362,
                264,
                1355,
                281,
                360,
                341,
                322,
                257,
                12878,
                5143,
                570,
                309,
                311,
                1596,
                28328,
                281,
                483,
                38935,
                294,
                456,
                633,
                565,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18121936683561288,
            "compression_ratio": 1.6420233463035019,
            "no_speech_prob": 0.015350341796875,
            "words": [
                {
                    "start": 757.5,
                    "end": 757.64,
                    "word": " You",
                    "probability": 0.83740234375
                },
                {
                    "start": 757.64,
                    "end": 757.88,
                    "word": " don't",
                    "probability": 0.939453125
                },
                {
                    "start": 757.88,
                    "end": 758.18,
                    "word": " always",
                    "probability": 0.7724609375
                },
                {
                    "start": 758.18,
                    "end": 758.54,
                    "word": " have",
                    "probability": 0.8837890625
                },
                {
                    "start": 758.54,
                    "end": 759.32,
                    "word": " an",
                    "probability": 0.89501953125
                },
                {
                    "start": 759.32,
                    "end": 759.66,
                    "word": " internal",
                    "probability": 0.69580078125
                },
                {
                    "start": 759.66,
                    "end": 759.96,
                    "word": " red",
                    "probability": 0.58642578125
                },
                {
                    "start": 759.96,
                    "end": 760.32,
                    "word": " team",
                    "probability": 0.90869140625
                },
                {
                    "start": 760.32,
                    "end": 760.6,
                    "word": " or",
                    "probability": 0.64599609375
                },
                {
                    "start": 760.6,
                    "end": 760.74,
                    "word": " you",
                    "probability": 0.845703125
                },
                {
                    "start": 760.74,
                    "end": 760.9,
                    "word": " don't",
                    "probability": 0.943359375
                },
                {
                    "start": 760.9,
                    "end": 761.06,
                    "word": " have",
                    "probability": 0.884765625
                },
                {
                    "start": 761.06,
                    "end": 761.24,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 761.24,
                    "end": 761.52,
                    "word": " means",
                    "probability": 0.86181640625
                },
                {
                    "start": 761.52,
                    "end": 761.72,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 761.72,
                    "end": 761.86,
                    "word": " do",
                    "probability": 0.9072265625
                },
                {
                    "start": 761.86,
                    "end": 762.12,
                    "word": " this",
                    "probability": 0.869140625
                },
                {
                    "start": 762.12,
                    "end": 762.28,
                    "word": " on",
                    "probability": 0.90771484375
                },
                {
                    "start": 762.44,
                    "end": 762.68,
                    "word": " a monthly",
                    "probability": 0.78564453125
                },
                {
                    "start": 762.68,
                    "end": 763.14,
                    "word": " basis",
                    "probability": 0.783203125
                },
                {
                    "start": 763.14,
                    "end": 763.56,
                    "word": " because",
                    "probability": 0.6796875
                },
                {
                    "start": 763.56,
                    "end": 763.94,
                    "word": " it's",
                    "probability": 0.94091796875
                },
                {
                    "start": 763.94,
                    "end": 764.44,
                    "word": " quite",
                    "probability": 0.90478515625
                },
                {
                    "start": 764.44,
                    "end": 764.78,
                    "word": " costly",
                    "probability": 0.765625
                },
                {
                    "start": 764.78,
                    "end": 765.0,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 765.0,
                    "end": 765.22,
                    "word": " get",
                    "probability": 0.89453125
                },
                {
                    "start": 765.22,
                    "end": 765.7,
                    "word": " consultants",
                    "probability": 0.861328125
                },
                {
                    "start": 765.7,
                    "end": 766.44,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 766.44,
                    "end": 766.94,
                    "word": " there",
                    "probability": 0.84375
                },
                {
                    "start": 766.94,
                    "end": 767.22,
                    "word": " every",
                    "probability": 0.7607421875
                },
                {
                    "start": 767.22,
                    "end": 767.5,
                    "word": " time",
                    "probability": 0.80810546875
                },
                {
                    "start": 767.5,
                    "end": 768.1,
                    "word": ".",
                    "probability": 0.93505859375
                }
            ]
        },
        {
            "id": 125,
            "seek": 76858,
            "start": 769.46,
            "end": 772.6,
            "text": " So, you need something else next to that.",
            "tokens": [
                51014,
                407,
                11,
                291,
                643,
                746,
                1646,
                958,
                281,
                300,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18121936683561288,
            "compression_ratio": 1.6420233463035019,
            "no_speech_prob": 0.015350341796875,
            "words": [
                {
                    "start": 769.46,
                    "end": 770.06,
                    "word": " So",
                    "probability": 0.280517578125
                },
                {
                    "start": 770.06,
                    "end": 770.44,
                    "word": ",",
                    "probability": 0.214111328125
                },
                {
                    "start": 770.44,
                    "end": 770.44,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 770.44,
                    "end": 770.98,
                    "word": " need",
                    "probability": 0.810546875
                },
                {
                    "start": 770.98,
                    "end": 771.32,
                    "word": " something",
                    "probability": 0.70703125
                },
                {
                    "start": 771.32,
                    "end": 771.64,
                    "word": " else",
                    "probability": 0.8310546875
                },
                {
                    "start": 771.64,
                    "end": 771.9,
                    "word": " next",
                    "probability": 0.828125
                },
                {
                    "start": 771.9,
                    "end": 772.06,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 772.06,
                    "end": 772.22,
                    "word": " that",
                    "probability": 0.8818359375
                },
                {
                    "start": 772.22,
                    "end": 772.6,
                    "word": ".",
                    "probability": 0.7685546875
                }
            ]
        },
        {
            "id": 126,
            "seek": 76858,
            "start": 772.6,
            "end": 776.88,
            "text": " And this is where the automated adversarial simulation comes in.",
            "tokens": [
                51214,
                400,
                341,
                307,
                689,
                264,
                18473,
                17641,
                44745,
                16575,
                1487,
                294,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18121936683561288,
            "compression_ratio": 1.6420233463035019,
            "no_speech_prob": 0.015350341796875,
            "words": [
                {
                    "start": 772.6,
                    "end": 772.6,
                    "word": " And",
                    "probability": 0.343017578125
                },
                {
                    "start": 772.6,
                    "end": 772.94,
                    "word": " this",
                    "probability": 0.8447265625
                },
                {
                    "start": 772.94,
                    "end": 773.04,
                    "word": " is",
                    "probability": 0.8994140625
                },
                {
                    "start": 773.04,
                    "end": 773.16,
                    "word": " where",
                    "probability": 0.90185546875
                },
                {
                    "start": 773.16,
                    "end": 773.28,
                    "word": " the",
                    "probability": 0.79296875
                },
                {
                    "start": 773.28,
                    "end": 773.68,
                    "word": " automated",
                    "probability": 0.900390625
                },
                {
                    "start": 773.68,
                    "end": 774.5,
                    "word": " adversarial",
                    "probability": 0.931884765625
                },
                {
                    "start": 774.5,
                    "end": 775.0,
                    "word": " simulation",
                    "probability": 0.828125
                },
                {
                    "start": 775.0,
                    "end": 775.64,
                    "word": " comes",
                    "probability": 0.8095703125
                },
                {
                    "start": 775.64,
                    "end": 776.58,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 776.58,
                    "end": 776.88,
                    "word": ".",
                    "probability": 0.9013671875
                }
            ]
        },
        {
            "id": 127,
            "seek": 76858,
            "start": 777.1,
            "end": 784.46,
            "text": " On top of the building new detections, you also can then augment that with all kinds of validations of all your controls.",
            "tokens": [
                51414,
                1282,
                1192,
                295,
                264,
                2390,
                777,
                5531,
                626,
                11,
                291,
                611,
                393,
                550,
                29919,
                300,
                365,
                439,
                3685,
                295,
                7363,
                763,
                295,
                439,
                428,
                9003,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18121936683561288,
            "compression_ratio": 1.6420233463035019,
            "no_speech_prob": 0.015350341796875,
            "words": [
                {
                    "start": 777.1,
                    "end": 777.7,
                    "word": " On",
                    "probability": 0.87744140625
                },
                {
                    "start": 777.7,
                    "end": 777.96,
                    "word": " top",
                    "probability": 0.82958984375
                },
                {
                    "start": 777.96,
                    "end": 778.26,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 778.26,
                    "end": 778.74,
                    "word": " the",
                    "probability": 0.74072265625
                },
                {
                    "start": 778.74,
                    "end": 779.08,
                    "word": " building",
                    "probability": 0.7802734375
                },
                {
                    "start": 779.08,
                    "end": 779.3,
                    "word": " new",
                    "probability": 0.80615234375
                },
                {
                    "start": 779.3,
                    "end": 779.78,
                    "word": " detections",
                    "probability": 0.89892578125
                },
                {
                    "start": 779.78,
                    "end": 779.86,
                    "word": ",",
                    "probability": 0.85302734375
                },
                {
                    "start": 779.86,
                    "end": 779.9,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 779.9,
                    "end": 780.2,
                    "word": " also",
                    "probability": 0.73828125
                },
                {
                    "start": 780.2,
                    "end": 780.64,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 780.64,
                    "end": 781.16,
                    "word": " then",
                    "probability": 0.720703125
                },
                {
                    "start": 781.16,
                    "end": 781.6,
                    "word": " augment",
                    "probability": 0.7587890625
                },
                {
                    "start": 781.6,
                    "end": 781.78,
                    "word": " that",
                    "probability": 0.71484375
                },
                {
                    "start": 781.78,
                    "end": 782.06,
                    "word": " with",
                    "probability": 0.82373046875
                },
                {
                    "start": 782.06,
                    "end": 782.52,
                    "word": " all",
                    "probability": 0.89892578125
                },
                {
                    "start": 782.52,
                    "end": 782.82,
                    "word": " kinds",
                    "probability": 0.7919921875
                },
                {
                    "start": 782.82,
                    "end": 782.96,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 782.96,
                    "end": 783.54,
                    "word": " validations",
                    "probability": 0.831787109375
                },
                {
                    "start": 783.54,
                    "end": 783.72,
                    "word": " of",
                    "probability": 0.7412109375
                },
                {
                    "start": 783.72,
                    "end": 783.82,
                    "word": " all",
                    "probability": 0.8828125
                },
                {
                    "start": 783.82,
                    "end": 783.94,
                    "word": " your",
                    "probability": 0.796875
                },
                {
                    "start": 783.94,
                    "end": 784.32,
                    "word": " controls",
                    "probability": 0.489990234375
                },
                {
                    "start": 784.32,
                    "end": 784.46,
                    "word": ".",
                    "probability": 0.82861328125
                }
            ]
        },
        {
            "id": 128,
            "seek": 78886,
            "start": 784.46,
            "end": 785.98,
            "text": " So, you can do this on a continuous basis.",
            "tokens": [
                50364,
                407,
                11,
                291,
                393,
                360,
                341,
                322,
                257,
                10957,
                5143,
                13,
                50414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17387820111635405,
            "compression_ratio": 1.630952380952381,
            "no_speech_prob": 0.027557373046875,
            "words": [
                {
                    "start": 784.46,
                    "end": 784.52,
                    "word": " So",
                    "probability": 0.304931640625
                },
                {
                    "start": 784.52,
                    "end": 784.58,
                    "word": ",",
                    "probability": 0.049285888671875
                },
                {
                    "start": 784.58,
                    "end": 784.6,
                    "word": " you",
                    "probability": 0.8857421875
                },
                {
                    "start": 784.6,
                    "end": 784.72,
                    "word": " can",
                    "probability": 0.892578125
                },
                {
                    "start": 784.72,
                    "end": 784.84,
                    "word": " do",
                    "probability": 0.90234375
                },
                {
                    "start": 784.84,
                    "end": 784.98,
                    "word": " this",
                    "probability": 0.8779296875
                },
                {
                    "start": 784.98,
                    "end": 785.08,
                    "word": " on",
                    "probability": 0.8974609375
                },
                {
                    "start": 785.18,
                    "end": 785.48,
                    "word": " a continuous",
                    "probability": 0.70458984375
                },
                {
                    "start": 785.48,
                    "end": 785.9,
                    "word": " basis",
                    "probability": 0.82861328125
                },
                {
                    "start": 785.9,
                    "end": 785.98,
                    "word": ".",
                    "probability": 0.3935546875
                }
            ]
        },
        {
            "id": 129,
            "seek": 78886,
            "start": 785.98,
            "end": 787.3,
            "text": " And this is why we're here.",
            "tokens": [
                50414,
                400,
                341,
                307,
                983,
                321,
                434,
                510,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17387820111635405,
            "compression_ratio": 1.630952380952381,
            "no_speech_prob": 0.027557373046875,
            "words": [
                {
                    "start": 785.98,
                    "end": 786.1,
                    "word": " And",
                    "probability": 0.8798828125
                },
                {
                    "start": 786.1,
                    "end": 786.24,
                    "word": " this",
                    "probability": 0.8359375
                },
                {
                    "start": 786.24,
                    "end": 786.34,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 786.34,
                    "end": 786.48,
                    "word": " why",
                    "probability": 0.81103515625
                },
                {
                    "start": 786.48,
                    "end": 786.68,
                    "word": " we're",
                    "probability": 0.85791015625
                },
                {
                    "start": 786.68,
                    "end": 786.9,
                    "word": " here",
                    "probability": 0.810546875
                },
                {
                    "start": 786.9,
                    "end": 787.3,
                    "word": ".",
                    "probability": 0.984375
                }
            ]
        },
        {
            "id": 130,
            "seek": 78886,
            "start": 787.92,
            "end": 792.86,
            "text": " So, it's built by red and blue together to get a maximum result on a continuous basis.",
            "tokens": [
                50514,
                407,
                11,
                309,
                311,
                3094,
                538,
                2182,
                293,
                3344,
                1214,
                281,
                483,
                257,
                6674,
                1874,
                322,
                257,
                10957,
                5143,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17387820111635405,
            "compression_ratio": 1.630952380952381,
            "no_speech_prob": 0.027557373046875,
            "words": [
                {
                    "start": 787.92,
                    "end": 788.32,
                    "word": " So",
                    "probability": 0.80615234375
                },
                {
                    "start": 788.32,
                    "end": 788.36,
                    "word": ",",
                    "probability": 0.86572265625
                },
                {
                    "start": 788.36,
                    "end": 788.52,
                    "word": " it's",
                    "probability": 0.95166015625
                },
                {
                    "start": 788.52,
                    "end": 788.76,
                    "word": " built",
                    "probability": 0.87939453125
                },
                {
                    "start": 788.76,
                    "end": 789.04,
                    "word": " by",
                    "probability": 0.91064453125
                },
                {
                    "start": 789.04,
                    "end": 789.26,
                    "word": " red",
                    "probability": 0.37841796875
                },
                {
                    "start": 789.26,
                    "end": 789.4,
                    "word": " and",
                    "probability": 0.89453125
                },
                {
                    "start": 789.4,
                    "end": 789.54,
                    "word": " blue",
                    "probability": 0.93701171875
                },
                {
                    "start": 789.54,
                    "end": 789.92,
                    "word": " together",
                    "probability": 0.7587890625
                },
                {
                    "start": 789.92,
                    "end": 790.12,
                    "word": " to",
                    "probability": 0.7783203125
                },
                {
                    "start": 790.12,
                    "end": 790.3,
                    "word": " get",
                    "probability": 0.900390625
                },
                {
                    "start": 790.44,
                    "end": 790.72,
                    "word": " a maximum",
                    "probability": 0.78515625
                },
                {
                    "start": 790.72,
                    "end": 791.24,
                    "word": " result",
                    "probability": 0.75146484375
                },
                {
                    "start": 791.24,
                    "end": 791.4,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 791.5,
                    "end": 791.9,
                    "word": " a continuous",
                    "probability": 0.70947265625
                },
                {
                    "start": 791.9,
                    "end": 792.46,
                    "word": " basis",
                    "probability": 0.8134765625
                },
                {
                    "start": 792.46,
                    "end": 792.86,
                    "word": ".",
                    "probability": 0.99560546875
                }
            ]
        },
        {
            "id": 131,
            "seek": 78886,
            "start": 794.44,
            "end": 796.24,
            "text": " This is why we're here, exactly.",
            "tokens": [
                50864,
                639,
                307,
                983,
                321,
                434,
                510,
                11,
                2293,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17387820111635405,
            "compression_ratio": 1.630952380952381,
            "no_speech_prob": 0.027557373046875,
            "words": [
                {
                    "start": 794.44,
                    "end": 794.84,
                    "word": " This",
                    "probability": 0.2232666015625
                },
                {
                    "start": 794.84,
                    "end": 794.98,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 794.98,
                    "end": 795.1,
                    "word": " why",
                    "probability": 0.81787109375
                },
                {
                    "start": 795.1,
                    "end": 795.28,
                    "word": " we're",
                    "probability": 0.9296875
                },
                {
                    "start": 795.28,
                    "end": 795.44,
                    "word": " here",
                    "probability": 0.80419921875
                },
                {
                    "start": 795.44,
                    "end": 795.56,
                    "word": ",",
                    "probability": 0.5078125
                },
                {
                    "start": 795.56,
                    "end": 795.84,
                    "word": " exactly",
                    "probability": 0.73681640625
                },
                {
                    "start": 795.84,
                    "end": 796.24,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 132,
            "seek": 78886,
            "start": 797.18,
            "end": 804.74,
            "text": " So, yeah, that takes us to our next section here, automated adversarial simulation.",
            "tokens": [
                51014,
                407,
                11,
                1338,
                11,
                300,
                2516,
                505,
                281,
                527,
                958,
                3541,
                510,
                11,
                18473,
                17641,
                44745,
                16575,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17387820111635405,
            "compression_ratio": 1.630952380952381,
            "no_speech_prob": 0.027557373046875,
            "words": [
                {
                    "start": 797.18,
                    "end": 797.58,
                    "word": " So",
                    "probability": 0.86669921875
                },
                {
                    "start": 797.58,
                    "end": 797.66,
                    "word": ",",
                    "probability": 0.67822265625
                },
                {
                    "start": 797.66,
                    "end": 797.82,
                    "word": " yeah",
                    "probability": 0.86865234375
                },
                {
                    "start": 797.82,
                    "end": 797.84,
                    "word": ",",
                    "probability": 0.84423828125
                },
                {
                    "start": 797.84,
                    "end": 798.06,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 798.06,
                    "end": 798.3,
                    "word": " takes",
                    "probability": 0.74267578125
                },
                {
                    "start": 798.3,
                    "end": 798.5,
                    "word": " us",
                    "probability": 0.900390625
                },
                {
                    "start": 798.5,
                    "end": 799.28,
                    "word": " to",
                    "probability": 0.90185546875
                },
                {
                    "start": 799.28,
                    "end": 800.76,
                    "word": " our",
                    "probability": 0.77734375
                },
                {
                    "start": 800.76,
                    "end": 801.2,
                    "word": " next",
                    "probability": 0.8583984375
                },
                {
                    "start": 801.2,
                    "end": 802.32,
                    "word": " section",
                    "probability": 0.8076171875
                },
                {
                    "start": 802.32,
                    "end": 802.6,
                    "word": " here",
                    "probability": 0.7861328125
                },
                {
                    "start": 802.6,
                    "end": 802.72,
                    "word": ",",
                    "probability": 0.75537109375
                },
                {
                    "start": 802.72,
                    "end": 803.1,
                    "word": " automated",
                    "probability": 0.7470703125
                },
                {
                    "start": 803.1,
                    "end": 803.78,
                    "word": " adversarial",
                    "probability": 0.56494140625
                },
                {
                    "start": 803.78,
                    "end": 804.34,
                    "word": " simulation",
                    "probability": 0.8876953125
                },
                {
                    "start": 804.34,
                    "end": 804.74,
                    "word": ".",
                    "probability": 0.9619140625
                }
            ]
        },
        {
            "id": 133,
            "seek": 81660,
            "start": 804.74,
            "end": 822.02,
            "text": " We strongly believe that the challenges that we described, the potential issues that could affect a detection program can be approached by deploying automated adversarial simulation exercises on corporate environments.",
            "tokens": [
                50364,
                492,
                10613,
                1697,
                300,
                264,
                4759,
                300,
                321,
                7619,
                11,
                264,
                3995,
                2663,
                300,
                727,
                3345,
                257,
                17784,
                1461,
                393,
                312,
                17247,
                538,
                34198,
                18473,
                17641,
                44745,
                16575,
                11900,
                322,
                10896,
                12388,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2250434017429749,
            "compression_ratio": 1.7465437788018434,
            "no_speech_prob": 0.82421875,
            "words": [
                {
                    "start": 804.74,
                    "end": 805.12,
                    "word": " We",
                    "probability": 0.0325927734375
                },
                {
                    "start": 805.12,
                    "end": 805.12,
                    "word": " strongly",
                    "probability": 0.66650390625
                },
                {
                    "start": 805.12,
                    "end": 805.78,
                    "word": " believe",
                    "probability": 0.712890625
                },
                {
                    "start": 805.78,
                    "end": 806.48,
                    "word": " that",
                    "probability": 0.8671875
                },
                {
                    "start": 806.48,
                    "end": 806.76,
                    "word": " the",
                    "probability": 0.8212890625
                },
                {
                    "start": 806.76,
                    "end": 807.26,
                    "word": " challenges",
                    "probability": 0.71875
                },
                {
                    "start": 807.26,
                    "end": 807.54,
                    "word": " that",
                    "probability": 0.87158203125
                },
                {
                    "start": 807.54,
                    "end": 807.68,
                    "word": " we",
                    "probability": 0.90869140625
                },
                {
                    "start": 807.68,
                    "end": 808.38,
                    "word": " described",
                    "probability": 0.81201171875
                },
                {
                    "start": 808.38,
                    "end": 809.06,
                    "word": ",",
                    "probability": 0.85986328125
                },
                {
                    "start": 809.06,
                    "end": 809.18,
                    "word": " the",
                    "probability": 0.8046875
                },
                {
                    "start": 809.18,
                    "end": 809.54,
                    "word": " potential",
                    "probability": 0.86669921875
                },
                {
                    "start": 809.54,
                    "end": 810.04,
                    "word": " issues",
                    "probability": 0.84326171875
                },
                {
                    "start": 810.04,
                    "end": 810.32,
                    "word": " that",
                    "probability": 0.87158203125
                },
                {
                    "start": 810.32,
                    "end": 810.7,
                    "word": " could",
                    "probability": 0.80859375
                },
                {
                    "start": 810.7,
                    "end": 811.74,
                    "word": " affect",
                    "probability": 0.6689453125
                },
                {
                    "start": 811.98,
                    "end": 812.3,
                    "word": " a detection",
                    "probability": 0.73291015625
                },
                {
                    "start": 812.3,
                    "end": 812.96,
                    "word": " program",
                    "probability": 0.76611328125
                },
                {
                    "start": 812.96,
                    "end": 815.0,
                    "word": " can",
                    "probability": 0.64404296875
                },
                {
                    "start": 815.0,
                    "end": 815.18,
                    "word": " be",
                    "probability": 0.89697265625
                },
                {
                    "start": 815.18,
                    "end": 815.68,
                    "word": " approached",
                    "probability": 0.5927734375
                },
                {
                    "start": 815.68,
                    "end": 816.16,
                    "word": " by",
                    "probability": 0.91015625
                },
                {
                    "start": 816.16,
                    "end": 816.66,
                    "word": " deploying",
                    "probability": 0.473876953125
                },
                {
                    "start": 816.66,
                    "end": 817.86,
                    "word": " automated",
                    "probability": 0.861328125
                },
                {
                    "start": 817.86,
                    "end": 818.36,
                    "word": " adversarial",
                    "probability": 0.505157470703125
                },
                {
                    "start": 818.36,
                    "end": 818.9,
                    "word": " simulation",
                    "probability": 0.916015625
                },
                {
                    "start": 818.9,
                    "end": 819.56,
                    "word": " exercises",
                    "probability": 0.90185546875
                },
                {
                    "start": 819.56,
                    "end": 820.12,
                    "word": " on",
                    "probability": 0.90380859375
                },
                {
                    "start": 820.12,
                    "end": 820.92,
                    "word": " corporate",
                    "probability": 0.89697265625
                },
                {
                    "start": 820.92,
                    "end": 821.52,
                    "word": " environments",
                    "probability": 0.65478515625
                },
                {
                    "start": 821.52,
                    "end": 822.02,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 134,
            "seek": 81660,
            "start": 822.02,
            "end": 832.48,
            "text": " So, in this section, we would like to share with you what we call adversarial simulation, how we understand it, automated adversarial simulation to be specific.",
            "tokens": [
                51214,
                407,
                11,
                294,
                341,
                3541,
                11,
                321,
                576,
                411,
                281,
                2073,
                365,
                291,
                437,
                321,
                818,
                17641,
                44745,
                16575,
                11,
                577,
                321,
                1223,
                309,
                11,
                18473,
                17641,
                44745,
                16575,
                281,
                312,
                2685,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2250434017429749,
            "compression_ratio": 1.7465437788018434,
            "no_speech_prob": 0.82421875,
            "words": [
                {
                    "start": 822.02,
                    "end": 822.18,
                    "word": " So",
                    "probability": 0.8271484375
                },
                {
                    "start": 822.18,
                    "end": 822.22,
                    "word": ",",
                    "probability": 0.25537109375
                },
                {
                    "start": 822.22,
                    "end": 822.28,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 822.28,
                    "end": 822.44,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 822.44,
                    "end": 822.82,
                    "word": " section",
                    "probability": 0.814453125
                },
                {
                    "start": 822.82,
                    "end": 823.36,
                    "word": ",",
                    "probability": 0.80517578125
                },
                {
                    "start": 823.36,
                    "end": 823.5,
                    "word": " we",
                    "probability": 0.873046875
                },
                {
                    "start": 823.5,
                    "end": 823.74,
                    "word": " would",
                    "probability": 0.603515625
                },
                {
                    "start": 823.74,
                    "end": 823.9,
                    "word": " like",
                    "probability": 0.87939453125
                },
                {
                    "start": 823.9,
                    "end": 824.08,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 824.08,
                    "end": 824.42,
                    "word": " share",
                    "probability": 0.798828125
                },
                {
                    "start": 824.42,
                    "end": 824.74,
                    "word": " with",
                    "probability": 0.80712890625
                },
                {
                    "start": 824.74,
                    "end": 824.98,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 824.98,
                    "end": 825.34,
                    "word": " what",
                    "probability": 0.87939453125
                },
                {
                    "start": 825.34,
                    "end": 825.54,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 825.54,
                    "end": 825.84,
                    "word": " call",
                    "probability": 0.830078125
                },
                {
                    "start": 825.84,
                    "end": 826.38,
                    "word": " adversarial",
                    "probability": 0.741455078125
                },
                {
                    "start": 826.38,
                    "end": 826.9,
                    "word": " simulation",
                    "probability": 0.93017578125
                },
                {
                    "start": 826.9,
                    "end": 827.12,
                    "word": ",",
                    "probability": 0.8642578125
                },
                {
                    "start": 827.12,
                    "end": 827.24,
                    "word": " how",
                    "probability": 0.884765625
                },
                {
                    "start": 827.24,
                    "end": 827.44,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 827.44,
                    "end": 828.08,
                    "word": " understand",
                    "probability": 0.74365234375
                },
                {
                    "start": 828.08,
                    "end": 828.34,
                    "word": " it",
                    "probability": 0.873046875
                },
                {
                    "start": 828.34,
                    "end": 829.12,
                    "word": ",",
                    "probability": 0.69384765625
                },
                {
                    "start": 829.12,
                    "end": 829.48,
                    "word": " automated",
                    "probability": 0.92919921875
                },
                {
                    "start": 829.48,
                    "end": 830.14,
                    "word": " adversarial",
                    "probability": 0.9072265625
                },
                {
                    "start": 830.14,
                    "end": 830.66,
                    "word": " simulation",
                    "probability": 0.93896484375
                },
                {
                    "start": 830.66,
                    "end": 831.4,
                    "word": " to",
                    "probability": 0.52197265625
                },
                {
                    "start": 831.4,
                    "end": 831.56,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 831.56,
                    "end": 832.0,
                    "word": " specific",
                    "probability": 0.794921875
                },
                {
                    "start": 832.0,
                    "end": 832.48,
                    "word": ".",
                    "probability": 0.9873046875
                }
            ]
        },
        {
            "id": 135,
            "seek": 84466,
            "start": 832.48,
            "end": 842.66,
            "text": " I think it's important to say that we don't want to claim this term because automated adversarial simulation could mean so many different things to different people.",
            "tokens": [
                50364,
                286,
                519,
                309,
                311,
                1021,
                281,
                584,
                300,
                321,
                500,
                380,
                528,
                281,
                3932,
                341,
                1433,
                570,
                18473,
                17641,
                44745,
                16575,
                727,
                914,
                370,
                867,
                819,
                721,
                281,
                819,
                561,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2013774735755042,
            "compression_ratio": 1.7307692307692308,
            "no_speech_prob": 0.039031982421875,
            "words": [
                {
                    "start": 832.48,
                    "end": 832.68,
                    "word": " I",
                    "probability": 0.97265625
                },
                {
                    "start": 832.68,
                    "end": 832.86,
                    "word": " think",
                    "probability": 0.81201171875
                },
                {
                    "start": 832.86,
                    "end": 833.02,
                    "word": " it's",
                    "probability": 0.93994140625
                },
                {
                    "start": 833.02,
                    "end": 833.24,
                    "word": " important",
                    "probability": 0.76953125
                },
                {
                    "start": 833.24,
                    "end": 833.44,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 833.44,
                    "end": 833.64,
                    "word": " say",
                    "probability": 0.89453125
                },
                {
                    "start": 833.64,
                    "end": 833.84,
                    "word": " that",
                    "probability": 0.8671875
                },
                {
                    "start": 833.84,
                    "end": 834.4,
                    "word": " we",
                    "probability": 0.323486328125
                },
                {
                    "start": 834.4,
                    "end": 834.96,
                    "word": " don't",
                    "probability": 0.947021484375
                },
                {
                    "start": 834.96,
                    "end": 835.2,
                    "word": " want",
                    "probability": 0.73876953125
                },
                {
                    "start": 835.2,
                    "end": 835.36,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 835.36,
                    "end": 835.72,
                    "word": " claim",
                    "probability": 0.81591796875
                },
                {
                    "start": 835.72,
                    "end": 836.1,
                    "word": " this",
                    "probability": 0.87646484375
                },
                {
                    "start": 836.1,
                    "end": 836.48,
                    "word": " term",
                    "probability": 0.8154296875
                },
                {
                    "start": 836.48,
                    "end": 836.96,
                    "word": " because",
                    "probability": 0.54833984375
                },
                {
                    "start": 836.96,
                    "end": 837.56,
                    "word": " automated",
                    "probability": 0.85107421875
                },
                {
                    "start": 837.56,
                    "end": 838.02,
                    "word": " adversarial",
                    "probability": 0.6185302734375
                },
                {
                    "start": 838.02,
                    "end": 838.46,
                    "word": " simulation",
                    "probability": 0.8798828125
                },
                {
                    "start": 838.46,
                    "end": 838.88,
                    "word": " could",
                    "probability": 0.8232421875
                },
                {
                    "start": 838.88,
                    "end": 839.16,
                    "word": " mean",
                    "probability": 0.9296875
                },
                {
                    "start": 839.16,
                    "end": 839.44,
                    "word": " so",
                    "probability": 0.9111328125
                },
                {
                    "start": 839.44,
                    "end": 839.64,
                    "word": " many",
                    "probability": 0.818359375
                },
                {
                    "start": 839.64,
                    "end": 839.96,
                    "word": " different",
                    "probability": 0.69287109375
                },
                {
                    "start": 839.96,
                    "end": 840.46,
                    "word": " things",
                    "probability": 0.74658203125
                },
                {
                    "start": 840.46,
                    "end": 841.4,
                    "word": " to",
                    "probability": 0.87939453125
                },
                {
                    "start": 841.4,
                    "end": 841.96,
                    "word": " different",
                    "probability": 0.62158203125
                },
                {
                    "start": 841.96,
                    "end": 842.38,
                    "word": " people",
                    "probability": 0.9306640625
                },
                {
                    "start": 842.38,
                    "end": 842.66,
                    "word": ".",
                    "probability": 0.34814453125
                }
            ]
        },
        {
            "id": 136,
            "seek": 84466,
            "start": 842.66,
            "end": 849.48,
            "text": " But in this section, we want to describe to you how we understand this concept.",
            "tokens": [
                50864,
                583,
                294,
                341,
                3541,
                11,
                321,
                528,
                281,
                6786,
                281,
                291,
                577,
                321,
                1223,
                341,
                3410,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2013774735755042,
            "compression_ratio": 1.7307692307692308,
            "no_speech_prob": 0.039031982421875,
            "words": [
                {
                    "start": 842.66,
                    "end": 843.16,
                    "word": " But",
                    "probability": 0.75390625
                },
                {
                    "start": 843.16,
                    "end": 843.28,
                    "word": " in",
                    "probability": 0.82763671875
                },
                {
                    "start": 843.28,
                    "end": 843.4,
                    "word": " this",
                    "probability": 0.8857421875
                },
                {
                    "start": 843.4,
                    "end": 843.66,
                    "word": " section",
                    "probability": 0.8173828125
                },
                {
                    "start": 843.66,
                    "end": 843.78,
                    "word": ",",
                    "probability": 0.71923828125
                },
                {
                    "start": 843.78,
                    "end": 843.9,
                    "word": " we",
                    "probability": 0.58740234375
                },
                {
                    "start": 843.9,
                    "end": 844.2,
                    "word": " want",
                    "probability": 0.497802734375
                },
                {
                    "start": 844.2,
                    "end": 844.3,
                    "word": " to",
                    "probability": 0.9140625
                },
                {
                    "start": 844.3,
                    "end": 844.68,
                    "word": " describe",
                    "probability": 0.6552734375
                },
                {
                    "start": 844.68,
                    "end": 844.92,
                    "word": " to",
                    "probability": 0.89697265625
                },
                {
                    "start": 844.92,
                    "end": 845.18,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 845.18,
                    "end": 846.54,
                    "word": " how",
                    "probability": 0.759765625
                },
                {
                    "start": 846.54,
                    "end": 846.98,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 846.98,
                    "end": 847.7,
                    "word": " understand",
                    "probability": 0.744140625
                },
                {
                    "start": 847.7,
                    "end": 848.36,
                    "word": " this",
                    "probability": 0.87646484375
                },
                {
                    "start": 848.36,
                    "end": 848.72,
                    "word": " concept",
                    "probability": 0.75439453125
                },
                {
                    "start": 848.72,
                    "end": 849.48,
                    "word": ".",
                    "probability": 0.99755859375
                }
            ]
        },
        {
            "id": 137,
            "seek": 84466,
            "start": 851.24,
            "end": 860.54,
            "text": " So, basically, automated attack simulations or adversarial simulation is an automated activity that has two sides.",
            "tokens": [
                51314,
                407,
                11,
                1936,
                11,
                18473,
                2690,
                35138,
                420,
                17641,
                44745,
                16575,
                307,
                364,
                18473,
                5191,
                300,
                575,
                732,
                4881,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2013774735755042,
            "compression_ratio": 1.7307692307692308,
            "no_speech_prob": 0.039031982421875,
            "words": [
                {
                    "start": 851.24,
                    "end": 852.0,
                    "word": " So",
                    "probability": 0.79833984375
                },
                {
                    "start": 852.0,
                    "end": 852.7,
                    "word": ",",
                    "probability": 0.54248046875
                },
                {
                    "start": 852.7,
                    "end": 853.22,
                    "word": " basically",
                    "probability": 0.8427734375
                },
                {
                    "start": 853.22,
                    "end": 853.62,
                    "word": ",",
                    "probability": 0.72314453125
                },
                {
                    "start": 853.62,
                    "end": 854.04,
                    "word": " automated",
                    "probability": 0.69921875
                },
                {
                    "start": 854.04,
                    "end": 855.06,
                    "word": " attack",
                    "probability": 0.8203125
                },
                {
                    "start": 855.06,
                    "end": 855.7,
                    "word": " simulations",
                    "probability": 0.55029296875
                },
                {
                    "start": 855.7,
                    "end": 855.9,
                    "word": " or",
                    "probability": 0.6943359375
                },
                {
                    "start": 855.9,
                    "end": 856.24,
                    "word": " adversarial",
                    "probability": 0.85888671875
                },
                {
                    "start": 856.24,
                    "end": 856.64,
                    "word": " simulation",
                    "probability": 0.88525390625
                },
                {
                    "start": 856.64,
                    "end": 857.22,
                    "word": " is",
                    "probability": 0.88232421875
                },
                {
                    "start": 857.22,
                    "end": 858.04,
                    "word": " an",
                    "probability": 0.880859375
                },
                {
                    "start": 858.04,
                    "end": 858.38,
                    "word": " automated",
                    "probability": 0.8974609375
                },
                {
                    "start": 858.38,
                    "end": 858.92,
                    "word": " activity",
                    "probability": 0.78466796875
                },
                {
                    "start": 858.92,
                    "end": 859.42,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 859.42,
                    "end": 859.66,
                    "word": " has",
                    "probability": 0.8916015625
                },
                {
                    "start": 859.66,
                    "end": 859.88,
                    "word": " two",
                    "probability": 0.80517578125
                },
                {
                    "start": 859.88,
                    "end": 860.26,
                    "word": " sides",
                    "probability": 0.8369140625
                },
                {
                    "start": 860.26,
                    "end": 860.54,
                    "word": ".",
                    "probability": 0.80615234375
                }
            ]
        },
        {
            "id": 138,
            "seek": 86310,
            "start": 860.54,
            "end": 874.62,
            "text": " We're running simulations and then we're validating that the controls that we have previously deployed in terms of detection or maybe even prevention controls are working as expected.",
            "tokens": [
                50364,
                492,
                434,
                2614,
                35138,
                293,
                550,
                321,
                434,
                7363,
                990,
                300,
                264,
                9003,
                300,
                321,
                362,
                8046,
                17826,
                294,
                2115,
                295,
                17784,
                420,
                1310,
                754,
                14630,
                9003,
                366,
                1364,
                382,
                5176,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.27971814076105755,
            "compression_ratio": 1.5870967741935484,
            "no_speech_prob": 0.278076171875,
            "words": [
                {
                    "start": 860.54,
                    "end": 861.08,
                    "word": " We're",
                    "probability": 0.70654296875
                },
                {
                    "start": 861.08,
                    "end": 861.42,
                    "word": " running",
                    "probability": 0.88427734375
                },
                {
                    "start": 861.42,
                    "end": 862.04,
                    "word": " simulations",
                    "probability": 0.9326171875
                },
                {
                    "start": 862.04,
                    "end": 862.84,
                    "word": " and",
                    "probability": 0.408935546875
                },
                {
                    "start": 862.84,
                    "end": 863.02,
                    "word": " then",
                    "probability": 0.72021484375
                },
                {
                    "start": 863.02,
                    "end": 863.3,
                    "word": " we're",
                    "probability": 0.689208984375
                },
                {
                    "start": 863.3,
                    "end": 864.02,
                    "word": " validating",
                    "probability": 0.929443359375
                },
                {
                    "start": 864.02,
                    "end": 864.62,
                    "word": " that",
                    "probability": 0.75
                },
                {
                    "start": 864.62,
                    "end": 865.68,
                    "word": " the",
                    "probability": 0.7099609375
                },
                {
                    "start": 865.68,
                    "end": 867.4,
                    "word": " controls",
                    "probability": 0.63525390625
                },
                {
                    "start": 867.4,
                    "end": 867.64,
                    "word": " that",
                    "probability": 0.87451171875
                },
                {
                    "start": 867.64,
                    "end": 867.78,
                    "word": " we",
                    "probability": 0.9091796875
                },
                {
                    "start": 867.78,
                    "end": 867.96,
                    "word": " have",
                    "probability": 0.74853515625
                },
                {
                    "start": 867.96,
                    "end": 868.32,
                    "word": " previously",
                    "probability": 0.73876953125
                },
                {
                    "start": 868.32,
                    "end": 868.84,
                    "word": " deployed",
                    "probability": 0.677734375
                },
                {
                    "start": 868.84,
                    "end": 869.3,
                    "word": " in",
                    "probability": 0.78759765625
                },
                {
                    "start": 869.3,
                    "end": 869.48,
                    "word": " terms",
                    "probability": 0.7666015625
                },
                {
                    "start": 869.48,
                    "end": 869.62,
                    "word": " of",
                    "probability": 0.908203125
                },
                {
                    "start": 869.62,
                    "end": 870.0,
                    "word": " detection",
                    "probability": 0.7255859375
                },
                {
                    "start": 870.0,
                    "end": 870.26,
                    "word": " or",
                    "probability": 0.63037109375
                },
                {
                    "start": 870.26,
                    "end": 870.54,
                    "word": " maybe",
                    "probability": 0.87109375
                },
                {
                    "start": 870.54,
                    "end": 870.88,
                    "word": " even",
                    "probability": 0.69287109375
                },
                {
                    "start": 870.88,
                    "end": 871.54,
                    "word": " prevention",
                    "probability": 0.68994140625
                },
                {
                    "start": 871.54,
                    "end": 872.24,
                    "word": " controls",
                    "probability": 0.60009765625
                },
                {
                    "start": 872.24,
                    "end": 873.34,
                    "word": " are",
                    "probability": 0.78955078125
                },
                {
                    "start": 873.34,
                    "end": 873.62,
                    "word": " working",
                    "probability": 0.74609375
                },
                {
                    "start": 873.62,
                    "end": 873.8,
                    "word": " as",
                    "probability": 0.8916015625
                },
                {
                    "start": 873.8,
                    "end": 874.24,
                    "word": " expected",
                    "probability": 0.75048828125
                },
                {
                    "start": 874.24,
                    "end": 874.62,
                    "word": ".",
                    "probability": 0.46923828125
                }
            ]
        },
        {
            "id": 139,
            "seek": 86310,
            "start": 874.62,
            "end": 878.98,
            "text": " They're passing the test, they're passing the simulation test.",
            "tokens": [
                51064,
                814,
                434,
                8437,
                264,
                1500,
                11,
                436,
                434,
                8437,
                264,
                16575,
                1500,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.27971814076105755,
            "compression_ratio": 1.5870967741935484,
            "no_speech_prob": 0.278076171875,
            "words": [
                {
                    "start": 874.62,
                    "end": 874.86,
                    "word": " They're",
                    "probability": 0.80078125
                },
                {
                    "start": 874.86,
                    "end": 875.28,
                    "word": " passing",
                    "probability": 0.7314453125
                },
                {
                    "start": 875.28,
                    "end": 876.06,
                    "word": " the",
                    "probability": 0.7685546875
                },
                {
                    "start": 876.06,
                    "end": 876.5,
                    "word": " test",
                    "probability": 0.69775390625
                },
                {
                    "start": 876.5,
                    "end": 876.68,
                    "word": ",",
                    "probability": 0.481201171875
                },
                {
                    "start": 876.68,
                    "end": 876.84,
                    "word": " they're",
                    "probability": 0.831298828125
                },
                {
                    "start": 876.84,
                    "end": 877.04,
                    "word": " passing",
                    "probability": 0.7099609375
                },
                {
                    "start": 877.04,
                    "end": 877.22,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 877.22,
                    "end": 877.66,
                    "word": " simulation",
                    "probability": 0.9365234375
                },
                {
                    "start": 877.66,
                    "end": 878.22,
                    "word": " test",
                    "probability": 0.7998046875
                },
                {
                    "start": 878.22,
                    "end": 878.98,
                    "word": ".",
                    "probability": 0.99267578125
                }
            ]
        },
        {
            "id": 140,
            "seek": 88246,
            "start": 879.98,
            "end": 898.34,
            "text": " The challenge, as Olaf was saying, purple teaming is great, right? But we cannot execute purple team exercises with 15, 10 people in a room every week, right?",
            "tokens": [
                50414,
                440,
                3430,
                11,
                382,
                48961,
                390,
                1566,
                11,
                9656,
                1469,
                278,
                307,
                869,
                11,
                558,
                30,
                583,
                321,
                2644,
                14483,
                9656,
                1469,
                11900,
                365,
                2119,
                11,
                1266,
                561,
                294,
                257,
                1808,
                633,
                1243,
                11,
                558,
                30,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.27031249478459357,
            "compression_ratio": 1.2845528455284554,
            "no_speech_prob": 0.7685546875,
            "words": [
                {
                    "start": 879.98,
                    "end": 880.52,
                    "word": " The",
                    "probability": 0.5048828125
                },
                {
                    "start": 880.52,
                    "end": 882.62,
                    "word": " challenge",
                    "probability": 0.72021484375
                },
                {
                    "start": 882.62,
                    "end": 882.9,
                    "word": ",",
                    "probability": 0.78271484375
                },
                {
                    "start": 882.9,
                    "end": 883.44,
                    "word": " as",
                    "probability": 0.91796875
                },
                {
                    "start": 883.44,
                    "end": 884.22,
                    "word": " Olaf",
                    "probability": 0.4716796875
                },
                {
                    "start": 884.22,
                    "end": 884.44,
                    "word": " was",
                    "probability": 0.8857421875
                },
                {
                    "start": 884.44,
                    "end": 884.84,
                    "word": " saying",
                    "probability": 0.80126953125
                },
                {
                    "start": 884.84,
                    "end": 885.42,
                    "word": ",",
                    "probability": 0.87939453125
                },
                {
                    "start": 885.42,
                    "end": 885.76,
                    "word": " purple",
                    "probability": 0.1942138671875
                },
                {
                    "start": 885.76,
                    "end": 886.26,
                    "word": " teaming",
                    "probability": 0.9091796875
                },
                {
                    "start": 886.26,
                    "end": 886.7,
                    "word": " is",
                    "probability": 0.896484375
                },
                {
                    "start": 886.7,
                    "end": 887.16,
                    "word": " great",
                    "probability": 0.876953125
                },
                {
                    "start": 887.16,
                    "end": 887.34,
                    "word": ",",
                    "probability": 0.7568359375
                },
                {
                    "start": 887.34,
                    "end": 887.56,
                    "word": " right",
                    "probability": 0.611328125
                },
                {
                    "start": 887.56,
                    "end": 887.72,
                    "word": "?",
                    "probability": 0.77294921875
                },
                {
                    "start": 887.72,
                    "end": 888.2,
                    "word": " But",
                    "probability": 0.88525390625
                },
                {
                    "start": 888.2,
                    "end": 889.84,
                    "word": " we",
                    "probability": 0.796875
                },
                {
                    "start": 889.84,
                    "end": 890.36,
                    "word": " cannot",
                    "probability": 0.8115234375
                },
                {
                    "start": 890.36,
                    "end": 890.92,
                    "word": " execute",
                    "probability": 0.8583984375
                },
                {
                    "start": 890.92,
                    "end": 891.26,
                    "word": " purple",
                    "probability": 0.82373046875
                },
                {
                    "start": 891.26,
                    "end": 891.52,
                    "word": " team",
                    "probability": 0.87060546875
                },
                {
                    "start": 891.52,
                    "end": 892.14,
                    "word": " exercises",
                    "probability": 0.88037109375
                },
                {
                    "start": 892.14,
                    "end": 892.9,
                    "word": " with",
                    "probability": 0.8173828125
                },
                {
                    "start": 892.9,
                    "end": 894.76,
                    "word": " 15",
                    "probability": 0.4521484375
                },
                {
                    "start": 894.76,
                    "end": 894.94,
                    "word": ",",
                    "probability": 0.77783203125
                },
                {
                    "start": 894.94,
                    "end": 895.1,
                    "word": " 10",
                    "probability": 0.88330078125
                },
                {
                    "start": 895.1,
                    "end": 895.4,
                    "word": " people",
                    "probability": 0.9248046875
                },
                {
                    "start": 895.4,
                    "end": 895.56,
                    "word": " in",
                    "probability": 0.90869140625
                },
                {
                    "start": 895.72,
                    "end": 895.96,
                    "word": " a room",
                    "probability": 0.81103515625
                },
                {
                    "start": 895.96,
                    "end": 897.1,
                    "word": " every",
                    "probability": 0.67041015625
                },
                {
                    "start": 897.1,
                    "end": 897.44,
                    "word": " week",
                    "probability": 0.8251953125
                },
                {
                    "start": 897.44,
                    "end": 897.66,
                    "word": ",",
                    "probability": 0.80419921875
                },
                {
                    "start": 897.66,
                    "end": 897.88,
                    "word": " right",
                    "probability": 0.8857421875
                },
                {
                    "start": 897.88,
                    "end": 898.34,
                    "word": "?",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 141,
            "seek": 90654,
            "start": 898.34,
            "end": 913.6,
            "text": " How many times can you do it a year? Every quarter? Maybe every month? But not many organizations have access to high-skilled red teamers that can execute these techniques.",
            "tokens": [
                50364,
                1012,
                867,
                1413,
                393,
                291,
                360,
                309,
                257,
                1064,
                30,
                2048,
                6555,
                30,
                2704,
                633,
                1618,
                30,
                583,
                406,
                867,
                6150,
                362,
                2105,
                281,
                1090,
                12,
                5161,
                6261,
                2182,
                1469,
                433,
                300,
                393,
                14483,
                613,
                7512,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22779605596473343,
            "compression_ratio": 1.5097087378640777,
            "no_speech_prob": 0.359130859375,
            "words": [
                {
                    "start": 898.34,
                    "end": 898.54,
                    "word": " How",
                    "probability": 0.5830078125
                },
                {
                    "start": 898.54,
                    "end": 898.74,
                    "word": " many",
                    "probability": 0.8125
                },
                {
                    "start": 898.74,
                    "end": 899.0,
                    "word": " times",
                    "probability": 0.818359375
                },
                {
                    "start": 899.0,
                    "end": 899.14,
                    "word": " can",
                    "probability": 0.8955078125
                },
                {
                    "start": 899.14,
                    "end": 899.24,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 899.24,
                    "end": 899.34,
                    "word": " do",
                    "probability": 0.9111328125
                },
                {
                    "start": 899.34,
                    "end": 899.44,
                    "word": " it",
                    "probability": 0.81494140625
                },
                {
                    "start": 899.52,
                    "end": 899.68,
                    "word": " a year",
                    "probability": 0.8740234375
                },
                {
                    "start": 899.68,
                    "end": 899.84,
                    "word": "?",
                    "probability": 0.7451171875
                },
                {
                    "start": 899.84,
                    "end": 900.22,
                    "word": " Every",
                    "probability": 0.84619140625
                },
                {
                    "start": 900.22,
                    "end": 900.64,
                    "word": " quarter",
                    "probability": 0.79638671875
                },
                {
                    "start": 900.64,
                    "end": 901.2,
                    "word": "?",
                    "probability": 0.73583984375
                },
                {
                    "start": 902.1,
                    "end": 902.66,
                    "word": " Maybe",
                    "probability": 0.92236328125
                },
                {
                    "start": 902.66,
                    "end": 903.14,
                    "word": " every",
                    "probability": 0.603515625
                },
                {
                    "start": 903.14,
                    "end": 903.46,
                    "word": " month",
                    "probability": 0.83935546875
                },
                {
                    "start": 903.46,
                    "end": 904.0,
                    "word": "?",
                    "probability": 0.50390625
                },
                {
                    "start": 904.0,
                    "end": 904.2,
                    "word": " But",
                    "probability": 0.8515625
                },
                {
                    "start": 904.2,
                    "end": 905.16,
                    "word": " not",
                    "probability": 0.8359375
                },
                {
                    "start": 905.16,
                    "end": 905.64,
                    "word": " many",
                    "probability": 0.79443359375
                },
                {
                    "start": 905.64,
                    "end": 906.24,
                    "word": " organizations",
                    "probability": 0.81005859375
                },
                {
                    "start": 906.24,
                    "end": 907.24,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 907.24,
                    "end": 907.7,
                    "word": " access",
                    "probability": 0.78857421875
                },
                {
                    "start": 907.7,
                    "end": 908.28,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 908.28,
                    "end": 908.7,
                    "word": " high",
                    "probability": 0.8466796875
                },
                {
                    "start": 908.7,
                    "end": 909.12,
                    "word": "-skilled",
                    "probability": 0.8115234375
                },
                {
                    "start": 909.12,
                    "end": 909.8,
                    "word": " red",
                    "probability": 0.65869140625
                },
                {
                    "start": 909.8,
                    "end": 910.32,
                    "word": " teamers",
                    "probability": 0.886962890625
                },
                {
                    "start": 910.32,
                    "end": 910.7,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 910.7,
                    "end": 911.36,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 911.36,
                    "end": 912.66,
                    "word": " execute",
                    "probability": 0.8935546875
                },
                {
                    "start": 912.66,
                    "end": 912.92,
                    "word": " these",
                    "probability": 0.6962890625
                },
                {
                    "start": 912.92,
                    "end": 913.32,
                    "word": " techniques",
                    "probability": 0.83740234375
                },
                {
                    "start": 913.32,
                    "end": 913.6,
                    "word": ".",
                    "probability": 0.9404296875
                }
            ]
        },
        {
            "id": 142,
            "seek": 90654,
            "start": 915.36,
            "end": 922.42,
            "text": " And it's basically also a snapshot in time. When we're doing a purple team exercise, it's just you're looking at it as a snapshot in time.",
            "tokens": [
                51114,
                400,
                309,
                311,
                1936,
                611,
                257,
                30163,
                294,
                565,
                13,
                1133,
                321,
                434,
                884,
                257,
                9656,
                1469,
                5380,
                11,
                309,
                311,
                445,
                291,
                434,
                1237,
                412,
                309,
                382,
                257,
                30163,
                294,
                565,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22779605596473343,
            "compression_ratio": 1.5097087378640777,
            "no_speech_prob": 0.359130859375,
            "words": [
                {
                    "start": 915.36,
                    "end": 915.92,
                    "word": " And",
                    "probability": 0.82275390625
                },
                {
                    "start": 915.92,
                    "end": 916.48,
                    "word": " it's",
                    "probability": 0.926513671875
                },
                {
                    "start": 916.48,
                    "end": 916.82,
                    "word": " basically",
                    "probability": 0.89306640625
                },
                {
                    "start": 916.82,
                    "end": 917.1,
                    "word": " also",
                    "probability": 0.79541015625
                },
                {
                    "start": 917.24,
                    "end": 917.52,
                    "word": " a snapshot",
                    "probability": 0.71630859375
                },
                {
                    "start": 917.52,
                    "end": 917.76,
                    "word": " in",
                    "probability": 0.8662109375
                },
                {
                    "start": 917.76,
                    "end": 918.04,
                    "word": " time",
                    "probability": 0.8037109375
                },
                {
                    "start": 918.04,
                    "end": 918.16,
                    "word": ".",
                    "probability": 0.8037109375
                },
                {
                    "start": 918.16,
                    "end": 918.28,
                    "word": " When",
                    "probability": 0.8212890625
                },
                {
                    "start": 918.28,
                    "end": 918.48,
                    "word": " we're",
                    "probability": 0.906005859375
                },
                {
                    "start": 918.48,
                    "end": 918.66,
                    "word": " doing",
                    "probability": 0.91259765625
                },
                {
                    "start": 918.82,
                    "end": 919.02,
                    "word": " a purple",
                    "probability": 0.191650390625
                },
                {
                    "start": 919.02,
                    "end": 919.24,
                    "word": " team",
                    "probability": 0.73486328125
                },
                {
                    "start": 919.24,
                    "end": 919.72,
                    "word": " exercise",
                    "probability": 0.865234375
                },
                {
                    "start": 919.72,
                    "end": 920.0,
                    "word": ",",
                    "probability": 0.94287109375
                },
                {
                    "start": 920.0,
                    "end": 920.16,
                    "word": " it's",
                    "probability": 0.843994140625
                },
                {
                    "start": 920.16,
                    "end": 920.28,
                    "word": " just",
                    "probability": 0.88330078125
                },
                {
                    "start": 920.28,
                    "end": 920.56,
                    "word": " you're",
                    "probability": 0.81787109375
                },
                {
                    "start": 920.56,
                    "end": 920.8,
                    "word": " looking",
                    "probability": 0.8134765625
                },
                {
                    "start": 920.8,
                    "end": 921.02,
                    "word": " at",
                    "probability": 0.90625
                },
                {
                    "start": 921.02,
                    "end": 921.2,
                    "word": " it",
                    "probability": 0.7158203125
                },
                {
                    "start": 921.2,
                    "end": 921.38,
                    "word": " as",
                    "probability": 0.42529296875
                },
                {
                    "start": 921.54,
                    "end": 921.72,
                    "word": " a snapshot",
                    "probability": 0.80419921875
                },
                {
                    "start": 921.72,
                    "end": 921.98,
                    "word": " in",
                    "probability": 0.900390625
                },
                {
                    "start": 921.98,
                    "end": 922.26,
                    "word": " time",
                    "probability": 0.80615234375
                },
                {
                    "start": 922.26,
                    "end": 922.42,
                    "word": ".",
                    "probability": 0.84423828125
                }
            ]
        },
        {
            "id": 143,
            "seek": 92842,
            "start": 922.42,
            "end": 928.6,
            "text": " But with automated adversarial simulation, we can continuously check if those controls are working.",
            "tokens": [
                50364,
                583,
                365,
                18473,
                17641,
                44745,
                16575,
                11,
                321,
                393,
                15684,
                1520,
                498,
                729,
                9003,
                366,
                1364,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18027051927438423,
            "compression_ratio": 1.5357142857142858,
            "no_speech_prob": 0.2939453125,
            "words": [
                {
                    "start": 922.42,
                    "end": 922.72,
                    "word": " But",
                    "probability": 0.3359375
                },
                {
                    "start": 922.72,
                    "end": 922.94,
                    "word": " with",
                    "probability": 0.7646484375
                },
                {
                    "start": 922.94,
                    "end": 923.56,
                    "word": " automated",
                    "probability": 0.89111328125
                },
                {
                    "start": 923.56,
                    "end": 924.26,
                    "word": " adversarial",
                    "probability": 0.541015625
                },
                {
                    "start": 924.26,
                    "end": 924.86,
                    "word": " simulation",
                    "probability": 0.91552734375
                },
                {
                    "start": 924.86,
                    "end": 925.16,
                    "word": ",",
                    "probability": 0.88330078125
                },
                {
                    "start": 925.16,
                    "end": 925.3,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 925.3,
                    "end": 925.64,
                    "word": " can",
                    "probability": 0.89990234375
                },
                {
                    "start": 925.64,
                    "end": 926.22,
                    "word": " continuously",
                    "probability": 0.8125
                },
                {
                    "start": 926.22,
                    "end": 926.84,
                    "word": " check",
                    "probability": 0.83935546875
                },
                {
                    "start": 926.84,
                    "end": 927.1,
                    "word": " if",
                    "probability": 0.89794921875
                },
                {
                    "start": 927.1,
                    "end": 927.32,
                    "word": " those",
                    "probability": 0.8515625
                },
                {
                    "start": 927.32,
                    "end": 927.68,
                    "word": " controls",
                    "probability": 0.6376953125
                },
                {
                    "start": 927.68,
                    "end": 927.9,
                    "word": " are",
                    "probability": 0.89794921875
                },
                {
                    "start": 927.9,
                    "end": 928.26,
                    "word": " working",
                    "probability": 0.74462890625
                },
                {
                    "start": 928.26,
                    "end": 928.6,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 144,
            "seek": 92842,
            "start": 929.36,
            "end": 944.3,
            "text": " It's basically also a way of generating telemetry, right? And we use this telemetry to validate the environment, to validate the health of a detection program on a continuous basis, as Olaf was saying.",
            "tokens": [
                50664,
                467,
                311,
                1936,
                611,
                257,
                636,
                295,
                17746,
                4304,
                5537,
                627,
                11,
                558,
                30,
                400,
                321,
                764,
                341,
                4304,
                5537,
                627,
                281,
                29562,
                264,
                2823,
                11,
                281,
                29562,
                264,
                1585,
                295,
                257,
                17784,
                1461,
                322,
                257,
                10957,
                5143,
                11,
                382,
                48961,
                390,
                1566,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18027051927438423,
            "compression_ratio": 1.5357142857142858,
            "no_speech_prob": 0.2939453125,
            "words": [
                {
                    "start": 929.36,
                    "end": 929.62,
                    "word": " It's",
                    "probability": 0.943115234375
                },
                {
                    "start": 929.62,
                    "end": 929.96,
                    "word": " basically",
                    "probability": 0.888671875
                },
                {
                    "start": 929.96,
                    "end": 930.5,
                    "word": " also",
                    "probability": 0.7939453125
                },
                {
                    "start": 931.08,
                    "end": 931.54,
                    "word": " a way",
                    "probability": 0.9033203125
                },
                {
                    "start": 931.54,
                    "end": 931.8,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 931.8,
                    "end": 932.42,
                    "word": " generating",
                    "probability": 0.837890625
                },
                {
                    "start": 932.42,
                    "end": 933.22,
                    "word": " telemetry",
                    "probability": 0.9303385416666666
                },
                {
                    "start": 933.22,
                    "end": 933.38,
                    "word": ",",
                    "probability": 0.76171875
                },
                {
                    "start": 933.38,
                    "end": 933.58,
                    "word": " right",
                    "probability": 0.8173828125
                },
                {
                    "start": 933.58,
                    "end": 933.78,
                    "word": "?",
                    "probability": 0.814453125
                },
                {
                    "start": 933.78,
                    "end": 934.14,
                    "word": " And",
                    "probability": 0.888671875
                },
                {
                    "start": 934.14,
                    "end": 934.32,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 934.32,
                    "end": 934.66,
                    "word": " use",
                    "probability": 0.81591796875
                },
                {
                    "start": 934.66,
                    "end": 934.86,
                    "word": " this",
                    "probability": 0.69921875
                },
                {
                    "start": 934.86,
                    "end": 936.12,
                    "word": " telemetry",
                    "probability": 0.84814453125
                },
                {
                    "start": 936.12,
                    "end": 936.66,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 936.66,
                    "end": 937.02,
                    "word": " validate",
                    "probability": 0.8515625
                },
                {
                    "start": 937.02,
                    "end": 937.34,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 937.34,
                    "end": 937.82,
                    "word": " environment",
                    "probability": 0.73876953125
                },
                {
                    "start": 937.82,
                    "end": 938.32,
                    "word": ",",
                    "probability": 0.953125
                },
                {
                    "start": 938.32,
                    "end": 938.52,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 938.52,
                    "end": 938.84,
                    "word": " validate",
                    "probability": 0.85009765625
                },
                {
                    "start": 938.84,
                    "end": 939.24,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 939.24,
                    "end": 939.68,
                    "word": " health",
                    "probability": 0.88818359375
                },
                {
                    "start": 939.68,
                    "end": 939.96,
                    "word": " of",
                    "probability": 0.9052734375
                },
                {
                    "start": 940.08,
                    "end": 940.44,
                    "word": " a detection",
                    "probability": 0.70166015625
                },
                {
                    "start": 940.44,
                    "end": 941.02,
                    "word": " program",
                    "probability": 0.7646484375
                },
                {
                    "start": 941.02,
                    "end": 941.7,
                    "word": " on",
                    "probability": 0.81103515625
                },
                {
                    "start": 941.84,
                    "end": 942.18,
                    "word": " a continuous",
                    "probability": 0.70703125
                },
                {
                    "start": 942.18,
                    "end": 942.68,
                    "word": " basis",
                    "probability": 0.7802734375
                },
                {
                    "start": 942.68,
                    "end": 942.78,
                    "word": ",",
                    "probability": 0.76171875
                },
                {
                    "start": 942.78,
                    "end": 942.98,
                    "word": " as",
                    "probability": 0.439453125
                },
                {
                    "start": 942.98,
                    "end": 943.22,
                    "word": " Olaf",
                    "probability": 0.107177734375
                },
                {
                    "start": 943.22,
                    "end": 943.4,
                    "word": " was",
                    "probability": 0.50390625
                },
                {
                    "start": 943.4,
                    "end": 943.62,
                    "word": " saying",
                    "probability": 0.8173828125
                },
                {
                    "start": 943.62,
                    "end": 944.3,
                    "word": ".",
                    "probability": 0.99755859375
                }
            ]
        },
        {
            "id": 145,
            "seek": 95454,
            "start": 944.3,
            "end": 961.64,
            "text": " So with this type of program, we can go over all the challenges that we described a few slides before. We can identify issues with the event pipeline. We can identify gaps in visibility, those misconfigured GPOs missing some events.",
            "tokens": [
                50414,
                407,
                365,
                341,
                2010,
                295,
                1461,
                11,
                321,
                393,
                352,
                670,
                439,
                264,
                4759,
                300,
                321,
                7619,
                257,
                1326,
                9788,
                949,
                13,
                492,
                393,
                5876,
                2663,
                365,
                264,
                2280,
                15517,
                13,
                492,
                393,
                5876,
                15031,
                294,
                19883,
                11,
                729,
                27631,
                20646,
                3831,
                26039,
                31376,
                5361,
                512,
                3931,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20579267802034937,
            "compression_ratio": 1.6177777777777778,
            "no_speech_prob": 0.387939453125,
            "words": [
                {
                    "start": 944.3,
                    "end": 945.3,
                    "word": " So",
                    "probability": 0.5888671875
                },
                {
                    "start": 945.3,
                    "end": 945.66,
                    "word": " with",
                    "probability": 0.5732421875
                },
                {
                    "start": 945.66,
                    "end": 946.16,
                    "word": " this",
                    "probability": 0.771484375
                },
                {
                    "start": 946.16,
                    "end": 946.44,
                    "word": " type",
                    "probability": 0.9287109375
                },
                {
                    "start": 946.44,
                    "end": 946.6,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 946.6,
                    "end": 947.0,
                    "word": " program",
                    "probability": 0.75390625
                },
                {
                    "start": 947.0,
                    "end": 947.24,
                    "word": ",",
                    "probability": 0.79931640625
                },
                {
                    "start": 947.24,
                    "end": 947.46,
                    "word": " we",
                    "probability": 0.90625
                },
                {
                    "start": 947.46,
                    "end": 947.92,
                    "word": " can",
                    "probability": 0.90087890625
                },
                {
                    "start": 947.92,
                    "end": 948.92,
                    "word": " go",
                    "probability": 0.896484375
                },
                {
                    "start": 948.92,
                    "end": 949.3,
                    "word": " over",
                    "probability": 0.8818359375
                },
                {
                    "start": 949.3,
                    "end": 949.52,
                    "word": " all",
                    "probability": 0.90283203125
                },
                {
                    "start": 949.52,
                    "end": 949.64,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 949.64,
                    "end": 949.98,
                    "word": " challenges",
                    "probability": 0.73828125
                },
                {
                    "start": 949.98,
                    "end": 950.18,
                    "word": " that",
                    "probability": 0.87255859375
                },
                {
                    "start": 950.18,
                    "end": 950.3,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 950.3,
                    "end": 950.66,
                    "word": " described",
                    "probability": 0.7578125
                },
                {
                    "start": 950.86,
                    "end": 951.02,
                    "word": " a few",
                    "probability": 0.8076171875
                },
                {
                    "start": 951.02,
                    "end": 951.34,
                    "word": " slides",
                    "probability": 0.91015625
                },
                {
                    "start": 951.34,
                    "end": 951.72,
                    "word": " before",
                    "probability": 0.77978515625
                },
                {
                    "start": 951.72,
                    "end": 951.88,
                    "word": ".",
                    "probability": 0.79931640625
                },
                {
                    "start": 951.88,
                    "end": 952.0,
                    "word": " We",
                    "probability": 0.89794921875
                },
                {
                    "start": 952.0,
                    "end": 952.2,
                    "word": " can",
                    "probability": 0.904296875
                },
                {
                    "start": 952.2,
                    "end": 952.8,
                    "word": " identify",
                    "probability": 0.892578125
                },
                {
                    "start": 952.8,
                    "end": 953.46,
                    "word": " issues",
                    "probability": 0.84033203125
                },
                {
                    "start": 953.46,
                    "end": 953.7,
                    "word": " with",
                    "probability": 0.8037109375
                },
                {
                    "start": 953.7,
                    "end": 953.8,
                    "word": " the",
                    "probability": 0.78515625
                },
                {
                    "start": 953.8,
                    "end": 954.0,
                    "word": " event",
                    "probability": 0.751953125
                },
                {
                    "start": 954.0,
                    "end": 954.48,
                    "word": " pipeline",
                    "probability": 0.70751953125
                },
                {
                    "start": 954.48,
                    "end": 955.06,
                    "word": ".",
                    "probability": 0.64208984375
                },
                {
                    "start": 955.06,
                    "end": 955.16,
                    "word": " We",
                    "probability": 0.900390625
                },
                {
                    "start": 955.16,
                    "end": 955.32,
                    "word": " can",
                    "probability": 0.90087890625
                },
                {
                    "start": 955.32,
                    "end": 955.8,
                    "word": " identify",
                    "probability": 0.88916015625
                },
                {
                    "start": 955.8,
                    "end": 956.32,
                    "word": " gaps",
                    "probability": 0.85205078125
                },
                {
                    "start": 956.32,
                    "end": 956.5,
                    "word": " in",
                    "probability": 0.83203125
                },
                {
                    "start": 956.5,
                    "end": 957.0,
                    "word": " visibility",
                    "probability": 0.8857421875
                },
                {
                    "start": 957.0,
                    "end": 957.3,
                    "word": ",",
                    "probability": 0.6181640625
                },
                {
                    "start": 957.3,
                    "end": 957.46,
                    "word": " those",
                    "probability": 0.81396484375
                },
                {
                    "start": 957.46,
                    "end": 958.62,
                    "word": " misconfigured",
                    "probability": 0.755615234375
                },
                {
                    "start": 958.62,
                    "end": 959.86,
                    "word": " GPOs",
                    "probability": 0.832275390625
                },
                {
                    "start": 959.86,
                    "end": 960.22,
                    "word": " missing",
                    "probability": 0.51806640625
                },
                {
                    "start": 960.22,
                    "end": 960.52,
                    "word": " some",
                    "probability": 0.8251953125
                },
                {
                    "start": 960.52,
                    "end": 961.04,
                    "word": " events",
                    "probability": 0.7666015625
                },
                {
                    "start": 961.04,
                    "end": 961.64,
                    "word": ".",
                    "probability": 0.943359375
                }
            ]
        },
        {
            "id": 146,
            "seek": 95454,
            "start": 961.66,
            "end": 970.42,
            "text": " If we're running simulation exercises against those endpoints, we will know that the events are missing, that we have a gap, right?",
            "tokens": [
                51214,
                759,
                321,
                434,
                2614,
                16575,
                11900,
                1970,
                729,
                917,
                20552,
                11,
                321,
                486,
                458,
                300,
                264,
                3931,
                366,
                5361,
                11,
                300,
                321,
                362,
                257,
                7417,
                11,
                558,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20579267802034937,
            "compression_ratio": 1.6177777777777778,
            "no_speech_prob": 0.387939453125,
            "words": [
                {
                    "start": 961.66,
                    "end": 962.1,
                    "word": " If",
                    "probability": 0.8955078125
                },
                {
                    "start": 962.1,
                    "end": 962.28,
                    "word": " we're",
                    "probability": 0.8369140625
                },
                {
                    "start": 962.28,
                    "end": 962.46,
                    "word": " running",
                    "probability": 0.86083984375
                },
                {
                    "start": 962.46,
                    "end": 963.02,
                    "word": " simulation",
                    "probability": 0.923828125
                },
                {
                    "start": 963.02,
                    "end": 964.1,
                    "word": " exercises",
                    "probability": 0.87548828125
                },
                {
                    "start": 964.1,
                    "end": 964.62,
                    "word": " against",
                    "probability": 0.86865234375
                },
                {
                    "start": 964.62,
                    "end": 964.94,
                    "word": " those",
                    "probability": 0.82275390625
                },
                {
                    "start": 964.94,
                    "end": 965.34,
                    "word": " endpoints",
                    "probability": 0.67578125
                },
                {
                    "start": 965.34,
                    "end": 965.54,
                    "word": ",",
                    "probability": 0.91552734375
                },
                {
                    "start": 965.54,
                    "end": 965.82,
                    "word": " we",
                    "probability": 0.89599609375
                },
                {
                    "start": 965.82,
                    "end": 966.42,
                    "word": " will",
                    "probability": 0.68212890625
                },
                {
                    "start": 966.42,
                    "end": 966.76,
                    "word": " know",
                    "probability": 0.82763671875
                },
                {
                    "start": 966.76,
                    "end": 967.24,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 967.24,
                    "end": 967.74,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 967.74,
                    "end": 967.98,
                    "word": " events",
                    "probability": 0.7783203125
                },
                {
                    "start": 967.98,
                    "end": 968.18,
                    "word": " are",
                    "probability": 0.9013671875
                },
                {
                    "start": 968.18,
                    "end": 968.4,
                    "word": " missing",
                    "probability": 0.86181640625
                },
                {
                    "start": 968.4,
                    "end": 968.54,
                    "word": ",",
                    "probability": 0.87353515625
                },
                {
                    "start": 968.54,
                    "end": 968.64,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 968.64,
                    "end": 968.76,
                    "word": " we",
                    "probability": 0.90185546875
                },
                {
                    "start": 968.76,
                    "end": 968.96,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 969.12,
                    "end": 969.42,
                    "word": " a gap",
                    "probability": 0.9111328125
                },
                {
                    "start": 969.42,
                    "end": 969.6,
                    "word": ",",
                    "probability": 0.6806640625
                },
                {
                    "start": 969.6,
                    "end": 969.82,
                    "word": " right",
                    "probability": 0.8759765625
                },
                {
                    "start": 969.82,
                    "end": 970.42,
                    "word": "?",
                    "probability": 0.89453125
                }
            ]
        },
        {
            "id": 147,
            "seek": 97776,
            "start": 973.53,
            "end": 984.93,
            "text": " And what is it not? It's definitely not a red team replacement. So this is really not a threat to any of your red teamer friends, or if you're a red teamer, welcome.",
            "tokens": [
                50414,
                400,
                437,
                307,
                309,
                406,
                30,
                467,
                311,
                2138,
                406,
                257,
                2182,
                1469,
                14419,
                13,
                407,
                341,
                307,
                534,
                406,
                257,
                4734,
                281,
                604,
                295,
                428,
                2182,
                1469,
                260,
                1855,
                11,
                420,
                498,
                291,
                434,
                257,
                2182,
                1469,
                260,
                11,
                2928,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22191723577074102,
            "compression_ratio": 1.6043956043956045,
            "no_speech_prob": 0.1331787109375,
            "words": [
                {
                    "start": 973.53,
                    "end": 974.03,
                    "word": " And",
                    "probability": 0.07293701171875
                },
                {
                    "start": 974.03,
                    "end": 974.53,
                    "word": " what",
                    "probability": 0.794921875
                },
                {
                    "start": 974.53,
                    "end": 974.69,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 974.69,
                    "end": 974.85,
                    "word": " it",
                    "probability": 0.8994140625
                },
                {
                    "start": 974.85,
                    "end": 975.09,
                    "word": " not",
                    "probability": 0.8818359375
                },
                {
                    "start": 975.09,
                    "end": 975.15,
                    "word": "?",
                    "probability": 0.837890625
                },
                {
                    "start": 975.15,
                    "end": 975.33,
                    "word": " It's",
                    "probability": 0.912841796875
                },
                {
                    "start": 975.33,
                    "end": 975.79,
                    "word": " definitely",
                    "probability": 0.79736328125
                },
                {
                    "start": 975.79,
                    "end": 976.27,
                    "word": " not",
                    "probability": 0.890625
                },
                {
                    "start": 976.41,
                    "end": 976.57,
                    "word": " a red",
                    "probability": 0.353271484375
                },
                {
                    "start": 976.57,
                    "end": 976.75,
                    "word": " team",
                    "probability": 0.85595703125
                },
                {
                    "start": 976.75,
                    "end": 977.41,
                    "word": " replacement",
                    "probability": 0.68017578125
                },
                {
                    "start": 977.41,
                    "end": 977.77,
                    "word": ".",
                    "probability": 0.740234375
                },
                {
                    "start": 977.77,
                    "end": 977.77,
                    "word": " So",
                    "probability": 0.544921875
                },
                {
                    "start": 977.77,
                    "end": 978.05,
                    "word": " this",
                    "probability": 0.52978515625
                },
                {
                    "start": 978.05,
                    "end": 978.63,
                    "word": " is",
                    "probability": 0.869140625
                },
                {
                    "start": 978.63,
                    "end": 979.53,
                    "word": " really",
                    "probability": 0.7490234375
                },
                {
                    "start": 979.53,
                    "end": 979.85,
                    "word": " not",
                    "probability": 0.8876953125
                },
                {
                    "start": 980.21,
                    "end": 980.51,
                    "word": " a threat",
                    "probability": 0.876953125
                },
                {
                    "start": 980.51,
                    "end": 980.73,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 980.73,
                    "end": 980.95,
                    "word": " any",
                    "probability": 0.81640625
                },
                {
                    "start": 980.95,
                    "end": 981.13,
                    "word": " of",
                    "probability": 0.90478515625
                },
                {
                    "start": 981.13,
                    "end": 981.41,
                    "word": " your",
                    "probability": 0.79296875
                },
                {
                    "start": 981.41,
                    "end": 982.11,
                    "word": " red",
                    "probability": 0.7783203125
                },
                {
                    "start": 982.11,
                    "end": 982.45,
                    "word": " teamer",
                    "probability": 0.495361328125
                },
                {
                    "start": 982.45,
                    "end": 982.87,
                    "word": " friends",
                    "probability": 0.5517578125
                },
                {
                    "start": 982.87,
                    "end": 983.09,
                    "word": ",",
                    "probability": 0.376220703125
                },
                {
                    "start": 983.09,
                    "end": 983.33,
                    "word": " or",
                    "probability": 0.896484375
                },
                {
                    "start": 983.33,
                    "end": 983.53,
                    "word": " if",
                    "probability": 0.8916015625
                },
                {
                    "start": 983.53,
                    "end": 983.69,
                    "word": " you're",
                    "probability": 0.820556640625
                },
                {
                    "start": 983.77,
                    "end": 983.91,
                    "word": " a red",
                    "probability": 0.77978515625
                },
                {
                    "start": 983.91,
                    "end": 984.17,
                    "word": " teamer",
                    "probability": 0.820556640625
                },
                {
                    "start": 984.17,
                    "end": 984.23,
                    "word": ",",
                    "probability": 0.716796875
                },
                {
                    "start": 984.23,
                    "end": 984.43,
                    "word": " welcome",
                    "probability": 0.76953125
                },
                {
                    "start": 984.43,
                    "end": 984.93,
                    "word": ".",
                    "probability": 0.98779296875
                }
            ]
        },
        {
            "id": 148,
            "seek": 97776,
            "start": 985.71,
            "end": 995.87,
            "text": " So you do need red team input if you can get it, because they usually have better techniques than what you can build yourself.",
            "tokens": [
                50964,
                407,
                291,
                360,
                643,
                2182,
                1469,
                4846,
                498,
                291,
                393,
                483,
                309,
                11,
                570,
                436,
                2673,
                362,
                1101,
                7512,
                813,
                437,
                291,
                393,
                1322,
                1803,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22191723577074102,
            "compression_ratio": 1.6043956043956045,
            "no_speech_prob": 0.1331787109375,
            "words": [
                {
                    "start": 985.71,
                    "end": 985.71,
                    "word": " So",
                    "probability": 0.64013671875
                },
                {
                    "start": 985.71,
                    "end": 987.35,
                    "word": " you",
                    "probability": 0.267822265625
                },
                {
                    "start": 987.35,
                    "end": 989.59,
                    "word": " do",
                    "probability": 0.91015625
                },
                {
                    "start": 989.59,
                    "end": 989.95,
                    "word": " need",
                    "probability": 0.759765625
                },
                {
                    "start": 989.95,
                    "end": 990.39,
                    "word": " red",
                    "probability": 0.83642578125
                },
                {
                    "start": 990.39,
                    "end": 990.59,
                    "word": " team",
                    "probability": 0.91845703125
                },
                {
                    "start": 990.59,
                    "end": 990.91,
                    "word": " input",
                    "probability": 0.8984375
                },
                {
                    "start": 990.91,
                    "end": 991.11,
                    "word": " if",
                    "probability": 0.78125
                },
                {
                    "start": 991.11,
                    "end": 991.23,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 991.23,
                    "end": 991.43,
                    "word": " can",
                    "probability": 0.89990234375
                },
                {
                    "start": 991.43,
                    "end": 991.65,
                    "word": " get",
                    "probability": 0.8271484375
                },
                {
                    "start": 991.65,
                    "end": 991.79,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 991.79,
                    "end": 991.83,
                    "word": ",",
                    "probability": 0.55126953125
                },
                {
                    "start": 991.83,
                    "end": 992.07,
                    "word": " because",
                    "probability": 0.8193359375
                },
                {
                    "start": 992.07,
                    "end": 992.29,
                    "word": " they",
                    "probability": 0.7333984375
                },
                {
                    "start": 992.29,
                    "end": 992.57,
                    "word": " usually",
                    "probability": 0.8310546875
                },
                {
                    "start": 992.57,
                    "end": 992.87,
                    "word": " have",
                    "probability": 0.87744140625
                },
                {
                    "start": 992.87,
                    "end": 993.17,
                    "word": " better",
                    "probability": 0.83447265625
                },
                {
                    "start": 993.17,
                    "end": 993.63,
                    "word": " techniques",
                    "probability": 0.8427734375
                },
                {
                    "start": 993.63,
                    "end": 993.89,
                    "word": " than",
                    "probability": 0.8515625
                },
                {
                    "start": 993.89,
                    "end": 994.31,
                    "word": " what",
                    "probability": 0.87451171875
                },
                {
                    "start": 994.31,
                    "end": 994.45,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 994.45,
                    "end": 994.61,
                    "word": " can",
                    "probability": 0.89599609375
                },
                {
                    "start": 994.61,
                    "end": 994.85,
                    "word": " build",
                    "probability": 0.88525390625
                },
                {
                    "start": 994.85,
                    "end": 995.37,
                    "word": " yourself",
                    "probability": 0.73681640625
                },
                {
                    "start": 995.37,
                    "end": 995.87,
                    "word": ".",
                    "probability": 0.9814453125
                }
            ]
        },
        {
            "id": 149,
            "seek": 99920,
            "start": 995.87,
            "end": 1008.31,
            "text": " So it's also not a pentesting engagement either. This is really meant to be a continuous validation or improvement phase.",
            "tokens": [
                50364,
                407,
                309,
                311,
                611,
                406,
                257,
                16834,
                8714,
                8742,
                2139,
                13,
                639,
                307,
                534,
                4140,
                281,
                312,
                257,
                10957,
                24071,
                420,
                10444,
                5574,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1936298076923077,
            "compression_ratio": 1.4689265536723164,
            "no_speech_prob": 0.10125732421875,
            "words": [
                {
                    "start": 995.87,
                    "end": 996.73,
                    "word": " So",
                    "probability": 0.634765625
                },
                {
                    "start": 996.73,
                    "end": 997.15,
                    "word": " it's",
                    "probability": 0.776611328125
                },
                {
                    "start": 997.15,
                    "end": 997.35,
                    "word": " also",
                    "probability": 0.7177734375
                },
                {
                    "start": 997.35,
                    "end": 997.59,
                    "word": " not",
                    "probability": 0.88671875
                },
                {
                    "start": 997.77,
                    "end": 998.29,
                    "word": " a pentesting",
                    "probability": 0.76220703125
                },
                {
                    "start": 998.29,
                    "end": 1001.77,
                    "word": " engagement",
                    "probability": 0.58837890625
                },
                {
                    "start": 1001.77,
                    "end": 1002.25,
                    "word": " either",
                    "probability": 0.81494140625
                },
                {
                    "start": 1002.25,
                    "end": 1002.51,
                    "word": ".",
                    "probability": 0.64013671875
                },
                {
                    "start": 1002.51,
                    "end": 1002.67,
                    "word": " This",
                    "probability": 0.6484375
                },
                {
                    "start": 1002.67,
                    "end": 1003.37,
                    "word": " is",
                    "probability": 0.88037109375
                },
                {
                    "start": 1003.37,
                    "end": 1003.59,
                    "word": " really",
                    "probability": 0.744140625
                },
                {
                    "start": 1003.59,
                    "end": 1003.95,
                    "word": " meant",
                    "probability": 0.88671875
                },
                {
                    "start": 1003.95,
                    "end": 1004.11,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1004.11,
                    "end": 1004.27,
                    "word": " be",
                    "probability": 0.89599609375
                },
                {
                    "start": 1004.43,
                    "end": 1004.89,
                    "word": " a continuous",
                    "probability": 0.68994140625
                },
                {
                    "start": 1004.89,
                    "end": 1005.83,
                    "word": " validation",
                    "probability": 0.83984375
                },
                {
                    "start": 1005.83,
                    "end": 1006.51,
                    "word": " or",
                    "probability": 0.88232421875
                },
                {
                    "start": 1006.51,
                    "end": 1007.25,
                    "word": " improvement",
                    "probability": 0.6748046875
                },
                {
                    "start": 1007.25,
                    "end": 1007.79,
                    "word": " phase",
                    "probability": 0.8720703125
                },
                {
                    "start": 1007.79,
                    "end": 1008.31,
                    "word": ".",
                    "probability": 0.6533203125
                }
            ]
        },
        {
            "id": 150,
            "seek": 99920,
            "start": 1008.35,
            "end": 1017.31,
            "text": " And it's, of course, also not Skynet. It won't take over your company. And from that same aspect, it's not impacting continuity by design.",
            "tokens": [
                50964,
                400,
                309,
                311,
                11,
                295,
                1164,
                11,
                611,
                406,
                7324,
                2534,
                302,
                13,
                467,
                1582,
                380,
                747,
                670,
                428,
                2237,
                13,
                400,
                490,
                300,
                912,
                4171,
                11,
                309,
                311,
                406,
                29963,
                23807,
                538,
                1715,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1936298076923077,
            "compression_ratio": 1.4689265536723164,
            "no_speech_prob": 0.10125732421875,
            "words": [
                {
                    "start": 1008.35,
                    "end": 1008.43,
                    "word": " And",
                    "probability": 0.80126953125
                },
                {
                    "start": 1008.43,
                    "end": 1008.69,
                    "word": " it's",
                    "probability": 0.81591796875
                },
                {
                    "start": 1008.69,
                    "end": 1008.83,
                    "word": ",",
                    "probability": 0.1968994140625
                },
                {
                    "start": 1008.83,
                    "end": 1009.33,
                    "word": " of",
                    "probability": 0.888671875
                },
                {
                    "start": 1009.33,
                    "end": 1009.53,
                    "word": " course",
                    "probability": 0.86572265625
                },
                {
                    "start": 1009.53,
                    "end": 1009.61,
                    "word": ",",
                    "probability": 0.89453125
                },
                {
                    "start": 1009.61,
                    "end": 1009.85,
                    "word": " also",
                    "probability": 0.8251953125
                },
                {
                    "start": 1009.85,
                    "end": 1010.11,
                    "word": " not",
                    "probability": 0.8837890625
                },
                {
                    "start": 1010.11,
                    "end": 1010.55,
                    "word": " Skynet",
                    "probability": 0.9137369791666666
                },
                {
                    "start": 1010.55,
                    "end": 1010.65,
                    "word": ".",
                    "probability": 0.63720703125
                },
                {
                    "start": 1010.65,
                    "end": 1010.75,
                    "word": " It",
                    "probability": 0.89306640625
                },
                {
                    "start": 1010.75,
                    "end": 1010.93,
                    "word": " won't",
                    "probability": 0.947021484375
                },
                {
                    "start": 1010.93,
                    "end": 1011.17,
                    "word": " take",
                    "probability": 0.80615234375
                },
                {
                    "start": 1011.17,
                    "end": 1011.41,
                    "word": " over",
                    "probability": 0.8564453125
                },
                {
                    "start": 1011.41,
                    "end": 1011.59,
                    "word": " your",
                    "probability": 0.81689453125
                },
                {
                    "start": 1011.59,
                    "end": 1012.05,
                    "word": " company",
                    "probability": 0.8095703125
                },
                {
                    "start": 1012.05,
                    "end": 1012.57,
                    "word": ".",
                    "probability": 0.8046875
                },
                {
                    "start": 1012.91,
                    "end": 1013.15,
                    "word": " And",
                    "probability": 0.8310546875
                },
                {
                    "start": 1013.15,
                    "end": 1013.31,
                    "word": " from",
                    "probability": 0.8037109375
                },
                {
                    "start": 1013.31,
                    "end": 1013.59,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 1013.59,
                    "end": 1013.99,
                    "word": " same",
                    "probability": 0.81591796875
                },
                {
                    "start": 1013.99,
                    "end": 1014.43,
                    "word": " aspect",
                    "probability": 0.7978515625
                },
                {
                    "start": 1014.43,
                    "end": 1014.55,
                    "word": ",",
                    "probability": 0.90234375
                },
                {
                    "start": 1014.55,
                    "end": 1014.75,
                    "word": " it's",
                    "probability": 0.947998046875
                },
                {
                    "start": 1014.75,
                    "end": 1014.93,
                    "word": " not",
                    "probability": 0.89794921875
                },
                {
                    "start": 1014.93,
                    "end": 1015.43,
                    "word": " impacting",
                    "probability": 0.7041015625
                },
                {
                    "start": 1015.43,
                    "end": 1016.05,
                    "word": " continuity",
                    "probability": 0.70751953125
                },
                {
                    "start": 1016.05,
                    "end": 1016.71,
                    "word": " by",
                    "probability": 0.892578125
                },
                {
                    "start": 1016.71,
                    "end": 1017.17,
                    "word": " design",
                    "probability": 0.93359375
                },
                {
                    "start": 1017.17,
                    "end": 1017.31,
                    "word": ".",
                    "probability": 0.88720703125
                }
            ]
        },
        {
            "id": 151,
            "seek": 102096,
            "start": 1017.31,
            "end": 1026.15,
            "text": " So it shouldn't break your systems unless you really, really want it to. And from that perspective, it should be run in production, of course.",
            "tokens": [
                50364,
                407,
                309,
                4659,
                380,
                1821,
                428,
                3652,
                5969,
                291,
                534,
                11,
                534,
                528,
                309,
                281,
                13,
                400,
                490,
                300,
                4585,
                11,
                309,
                820,
                312,
                1190,
                294,
                4265,
                11,
                295,
                1164,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18749999411312152,
            "compression_ratio": 1.6407766990291262,
            "no_speech_prob": 0.121826171875,
            "words": [
                {
                    "start": 1017.31,
                    "end": 1017.47,
                    "word": " So",
                    "probability": 0.763671875
                },
                {
                    "start": 1017.47,
                    "end": 1017.65,
                    "word": " it",
                    "probability": 0.7412109375
                },
                {
                    "start": 1017.65,
                    "end": 1018.09,
                    "word": " shouldn't",
                    "probability": 0.907470703125
                },
                {
                    "start": 1018.09,
                    "end": 1018.87,
                    "word": " break",
                    "probability": 0.859375
                },
                {
                    "start": 1018.87,
                    "end": 1019.05,
                    "word": " your",
                    "probability": 0.8134765625
                },
                {
                    "start": 1019.05,
                    "end": 1019.61,
                    "word": " systems",
                    "probability": 0.81494140625
                },
                {
                    "start": 1019.61,
                    "end": 1020.15,
                    "word": " unless",
                    "probability": 0.6337890625
                },
                {
                    "start": 1020.15,
                    "end": 1020.35,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1020.35,
                    "end": 1020.67,
                    "word": " really",
                    "probability": 0.78466796875
                },
                {
                    "start": 1020.67,
                    "end": 1020.73,
                    "word": ",",
                    "probability": 0.71435546875
                },
                {
                    "start": 1020.73,
                    "end": 1020.93,
                    "word": " really",
                    "probability": 0.787109375
                },
                {
                    "start": 1020.93,
                    "end": 1021.23,
                    "word": " want",
                    "probability": 0.54443359375
                },
                {
                    "start": 1021.23,
                    "end": 1021.35,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 1021.35,
                    "end": 1021.55,
                    "word": " to",
                    "probability": 0.888671875
                },
                {
                    "start": 1021.55,
                    "end": 1021.95,
                    "word": ".",
                    "probability": 0.91162109375
                },
                {
                    "start": 1022.55,
                    "end": 1022.95,
                    "word": " And",
                    "probability": 0.87158203125
                },
                {
                    "start": 1022.95,
                    "end": 1023.43,
                    "word": " from",
                    "probability": 0.79248046875
                },
                {
                    "start": 1023.43,
                    "end": 1023.61,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 1023.61,
                    "end": 1024.03,
                    "word": " perspective",
                    "probability": 0.7900390625
                },
                {
                    "start": 1024.03,
                    "end": 1024.17,
                    "word": ",",
                    "probability": 0.76904296875
                },
                {
                    "start": 1024.17,
                    "end": 1024.29,
                    "word": " it",
                    "probability": 0.89794921875
                },
                {
                    "start": 1024.29,
                    "end": 1024.43,
                    "word": " should",
                    "probability": 0.92431640625
                },
                {
                    "start": 1024.43,
                    "end": 1024.57,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 1024.57,
                    "end": 1024.77,
                    "word": " run",
                    "probability": 0.728515625
                },
                {
                    "start": 1024.77,
                    "end": 1024.89,
                    "word": " in",
                    "probability": 0.88330078125
                },
                {
                    "start": 1024.89,
                    "end": 1025.27,
                    "word": " production",
                    "probability": 0.8564453125
                },
                {
                    "start": 1025.27,
                    "end": 1025.45,
                    "word": ",",
                    "probability": 0.64013671875
                },
                {
                    "start": 1025.45,
                    "end": 1025.55,
                    "word": " of",
                    "probability": 0.91162109375
                },
                {
                    "start": 1025.55,
                    "end": 1025.75,
                    "word": " course",
                    "probability": 0.8642578125
                },
                {
                    "start": 1025.75,
                    "end": 1026.15,
                    "word": ".",
                    "probability": 0.9501953125
                }
            ]
        },
        {
            "id": 152,
            "seek": 102096,
            "start": 1026.93,
            "end": 1039.07,
            "text": " And it's also not the new Holy Grail or the new buzzword that you should hear at RSA next year, but it should be something that you definitely need to be considering in order to be really strong.",
            "tokens": [
                50814,
                400,
                309,
                311,
                611,
                406,
                264,
                777,
                6295,
                8985,
                388,
                420,
                264,
                777,
                13036,
                7462,
                300,
                291,
                820,
                1568,
                412,
                497,
                8886,
                958,
                1064,
                11,
                457,
                309,
                820,
                312,
                746,
                300,
                291,
                2138,
                643,
                281,
                312,
                8079,
                294,
                1668,
                281,
                312,
                534,
                2068,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18749999411312152,
            "compression_ratio": 1.6407766990291262,
            "no_speech_prob": 0.121826171875,
            "words": [
                {
                    "start": 1026.93,
                    "end": 1027.15,
                    "word": " And",
                    "probability": 0.892578125
                },
                {
                    "start": 1027.15,
                    "end": 1027.29,
                    "word": " it's",
                    "probability": 0.94873046875
                },
                {
                    "start": 1027.29,
                    "end": 1027.45,
                    "word": " also",
                    "probability": 0.8115234375
                },
                {
                    "start": 1027.45,
                    "end": 1027.67,
                    "word": " not",
                    "probability": 0.8916015625
                },
                {
                    "start": 1027.67,
                    "end": 1027.83,
                    "word": " the",
                    "probability": 0.80029296875
                },
                {
                    "start": 1027.83,
                    "end": 1028.01,
                    "word": " new",
                    "probability": 0.80078125
                },
                {
                    "start": 1028.01,
                    "end": 1028.35,
                    "word": " Holy",
                    "probability": 0.392822265625
                },
                {
                    "start": 1028.35,
                    "end": 1028.71,
                    "word": " Grail",
                    "probability": 0.856689453125
                },
                {
                    "start": 1028.71,
                    "end": 1028.99,
                    "word": " or",
                    "probability": 0.826171875
                },
                {
                    "start": 1028.99,
                    "end": 1029.35,
                    "word": " the",
                    "probability": 0.8046875
                },
                {
                    "start": 1029.35,
                    "end": 1029.55,
                    "word": " new",
                    "probability": 0.79833984375
                },
                {
                    "start": 1029.55,
                    "end": 1030.01,
                    "word": " buzzword",
                    "probability": 0.8720703125
                },
                {
                    "start": 1030.01,
                    "end": 1030.21,
                    "word": " that",
                    "probability": 0.873046875
                },
                {
                    "start": 1030.21,
                    "end": 1030.35,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1030.35,
                    "end": 1030.55,
                    "word": " should",
                    "probability": 0.65185546875
                },
                {
                    "start": 1030.55,
                    "end": 1030.77,
                    "word": " hear",
                    "probability": 0.865234375
                },
                {
                    "start": 1030.77,
                    "end": 1030.95,
                    "word": " at",
                    "probability": 0.88720703125
                },
                {
                    "start": 1030.95,
                    "end": 1031.27,
                    "word": " RSA",
                    "probability": 0.926513671875
                },
                {
                    "start": 1031.27,
                    "end": 1031.59,
                    "word": " next",
                    "probability": 0.82763671875
                },
                {
                    "start": 1031.59,
                    "end": 1031.93,
                    "word": " year",
                    "probability": 0.88671875
                },
                {
                    "start": 1031.93,
                    "end": 1032.09,
                    "word": ",",
                    "probability": 0.70703125
                },
                {
                    "start": 1032.09,
                    "end": 1032.59,
                    "word": " but",
                    "probability": 0.89697265625
                },
                {
                    "start": 1032.59,
                    "end": 1032.77,
                    "word": " it",
                    "probability": 0.904296875
                },
                {
                    "start": 1032.77,
                    "end": 1032.93,
                    "word": " should",
                    "probability": 0.912109375
                },
                {
                    "start": 1032.93,
                    "end": 1033.09,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 1033.09,
                    "end": 1033.39,
                    "word": " something",
                    "probability": 0.7265625
                },
                {
                    "start": 1033.39,
                    "end": 1033.69,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 1033.69,
                    "end": 1033.87,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1033.87,
                    "end": 1034.51,
                    "word": " definitely",
                    "probability": 0.794921875
                },
                {
                    "start": 1034.51,
                    "end": 1035.21,
                    "word": " need",
                    "probability": 0.58203125
                },
                {
                    "start": 1035.21,
                    "end": 1035.33,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 1035.33,
                    "end": 1035.53,
                    "word": " be",
                    "probability": 0.9091796875
                },
                {
                    "start": 1035.53,
                    "end": 1036.03,
                    "word": " considering",
                    "probability": 0.73486328125
                },
                {
                    "start": 1036.03,
                    "end": 1037.49,
                    "word": " in",
                    "probability": 0.7958984375
                },
                {
                    "start": 1037.49,
                    "end": 1037.67,
                    "word": " order",
                    "probability": 0.8291015625
                },
                {
                    "start": 1037.67,
                    "end": 1037.87,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1037.87,
                    "end": 1037.99,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 1037.99,
                    "end": 1038.27,
                    "word": " really",
                    "probability": 0.7607421875
                },
                {
                    "start": 1038.27,
                    "end": 1038.67,
                    "word": " strong",
                    "probability": 0.8212890625
                },
                {
                    "start": 1038.67,
                    "end": 1039.07,
                    "word": ".",
                    "probability": 0.9814453125
                }
            ]
        },
        {
            "id": 153,
            "seek": 104380,
            "start": 1045.1,
            "end": 1052.88,
            "text": " And moving on from what I meant before, so you're not just running Benjamin Delphi's tools in your production environment, right?",
            "tokens": [
                50414,
                400,
                2684,
                322,
                490,
                437,
                286,
                4140,
                949,
                11,
                370,
                291,
                434,
                406,
                445,
                2614,
                22231,
                5831,
                950,
                72,
                311,
                3873,
                294,
                428,
                4265,
                2823,
                11,
                558,
                30,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2075617254516225,
            "compression_ratio": 1.4955752212389382,
            "no_speech_prob": 0.1175537109375,
            "words": [
                {
                    "start": 1045.1,
                    "end": 1045.62,
                    "word": " And",
                    "probability": 0.705078125
                },
                {
                    "start": 1045.62,
                    "end": 1046.14,
                    "word": " moving",
                    "probability": 0.60693359375
                },
                {
                    "start": 1046.14,
                    "end": 1046.44,
                    "word": " on",
                    "probability": 0.90576171875
                },
                {
                    "start": 1046.44,
                    "end": 1046.68,
                    "word": " from",
                    "probability": 0.76318359375
                },
                {
                    "start": 1046.68,
                    "end": 1047.12,
                    "word": " what",
                    "probability": 0.595703125
                },
                {
                    "start": 1047.12,
                    "end": 1047.3,
                    "word": " I",
                    "probability": 0.99365234375
                },
                {
                    "start": 1047.3,
                    "end": 1047.46,
                    "word": " meant",
                    "probability": 0.80419921875
                },
                {
                    "start": 1047.46,
                    "end": 1047.9,
                    "word": " before",
                    "probability": 0.79931640625
                },
                {
                    "start": 1047.9,
                    "end": 1048.02,
                    "word": ",",
                    "probability": 0.53759765625
                },
                {
                    "start": 1048.02,
                    "end": 1048.14,
                    "word": " so",
                    "probability": 0.84033203125
                },
                {
                    "start": 1048.14,
                    "end": 1048.36,
                    "word": " you're",
                    "probability": 0.908447265625
                },
                {
                    "start": 1048.36,
                    "end": 1048.52,
                    "word": " not",
                    "probability": 0.88916015625
                },
                {
                    "start": 1048.52,
                    "end": 1048.88,
                    "word": " just",
                    "probability": 0.892578125
                },
                {
                    "start": 1048.88,
                    "end": 1049.54,
                    "word": " running",
                    "probability": 0.865234375
                },
                {
                    "start": 1049.54,
                    "end": 1050.42,
                    "word": " Benjamin",
                    "probability": 0.70166015625
                },
                {
                    "start": 1050.42,
                    "end": 1051.08,
                    "word": " Delphi's",
                    "probability": 0.7982177734375
                },
                {
                    "start": 1051.08,
                    "end": 1051.36,
                    "word": " tools",
                    "probability": 0.80908203125
                },
                {
                    "start": 1051.36,
                    "end": 1051.62,
                    "word": " in",
                    "probability": 0.89794921875
                },
                {
                    "start": 1051.62,
                    "end": 1051.78,
                    "word": " your",
                    "probability": 0.80078125
                },
                {
                    "start": 1051.78,
                    "end": 1052.14,
                    "word": " production",
                    "probability": 0.8466796875
                },
                {
                    "start": 1052.14,
                    "end": 1052.62,
                    "word": " environment",
                    "probability": 0.78173828125
                },
                {
                    "start": 1052.62,
                    "end": 1052.7,
                    "word": ",",
                    "probability": 0.779296875
                },
                {
                    "start": 1052.7,
                    "end": 1052.86,
                    "word": " right",
                    "probability": 0.81591796875
                },
                {
                    "start": 1052.86,
                    "end": 1052.88,
                    "word": "?",
                    "probability": 0.857421875
                }
            ]
        },
        {
            "id": 154,
            "seek": 104380,
            "start": 1052.88,
            "end": 1057.98,
            "text": " You need some form of methodology to properly execute these.",
            "tokens": [
                50814,
                509,
                643,
                512,
                1254,
                295,
                24850,
                281,
                6108,
                14483,
                613,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2075617254516225,
            "compression_ratio": 1.4955752212389382,
            "no_speech_prob": 0.1175537109375,
            "words": [
                {
                    "start": 1052.88,
                    "end": 1053.0,
                    "word": " You",
                    "probability": 0.89208984375
                },
                {
                    "start": 1053.0,
                    "end": 1053.18,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1053.18,
                    "end": 1053.38,
                    "word": " some",
                    "probability": 0.8095703125
                },
                {
                    "start": 1053.38,
                    "end": 1053.98,
                    "word": " form",
                    "probability": 0.7109375
                },
                {
                    "start": 1053.98,
                    "end": 1054.72,
                    "word": " of",
                    "probability": 0.87744140625
                },
                {
                    "start": 1054.72,
                    "end": 1055.22,
                    "word": " methodology",
                    "probability": 0.80615234375
                },
                {
                    "start": 1055.22,
                    "end": 1055.74,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1055.74,
                    "end": 1056.5,
                    "word": " properly",
                    "probability": 0.84814453125
                },
                {
                    "start": 1056.5,
                    "end": 1056.98,
                    "word": " execute",
                    "probability": 0.84912109375
                },
                {
                    "start": 1056.98,
                    "end": 1057.46,
                    "word": " these",
                    "probability": 0.66162109375
                },
                {
                    "start": 1057.46,
                    "end": 1057.98,
                    "word": ".",
                    "probability": 0.97021484375
                }
            ]
        },
        {
            "id": 155,
            "seek": 104380,
            "start": 1058.24,
            "end": 1066.06,
            "text": " So, of course, there is some governance involved. You need to establish a sort of white team, depending on how intrusive you want your tests to be.",
            "tokens": [
                51064,
                407,
                11,
                295,
                1164,
                11,
                456,
                307,
                512,
                17449,
                3288,
                13,
                509,
                643,
                281,
                8327,
                257,
                1333,
                295,
                2418,
                1469,
                11,
                5413,
                322,
                577,
                560,
                13783,
                488,
                291,
                528,
                428,
                6921,
                281,
                312,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2075617254516225,
            "compression_ratio": 1.4955752212389382,
            "no_speech_prob": 0.1175537109375,
            "words": [
                {
                    "start": 1058.24,
                    "end": 1058.6,
                    "word": " So",
                    "probability": 0.8759765625
                },
                {
                    "start": 1058.6,
                    "end": 1058.7,
                    "word": ",",
                    "probability": 0.30029296875
                },
                {
                    "start": 1058.7,
                    "end": 1058.76,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 1058.76,
                    "end": 1058.9,
                    "word": " course",
                    "probability": 0.87158203125
                },
                {
                    "start": 1058.9,
                    "end": 1058.96,
                    "word": ",",
                    "probability": 0.77685546875
                },
                {
                    "start": 1058.96,
                    "end": 1059.1,
                    "word": " there",
                    "probability": 0.8515625
                },
                {
                    "start": 1059.1,
                    "end": 1059.2,
                    "word": " is",
                    "probability": 0.87158203125
                },
                {
                    "start": 1059.2,
                    "end": 1059.4,
                    "word": " some",
                    "probability": 0.8037109375
                },
                {
                    "start": 1059.4,
                    "end": 1059.76,
                    "word": " governance",
                    "probability": 0.86572265625
                },
                {
                    "start": 1059.76,
                    "end": 1060.22,
                    "word": " involved",
                    "probability": 0.81494140625
                },
                {
                    "start": 1060.22,
                    "end": 1060.34,
                    "word": ".",
                    "probability": 0.84130859375
                },
                {
                    "start": 1060.34,
                    "end": 1060.4,
                    "word": " You",
                    "probability": 0.88671875
                },
                {
                    "start": 1060.4,
                    "end": 1060.54,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1060.54,
                    "end": 1060.64,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1060.64,
                    "end": 1061.06,
                    "word": " establish",
                    "probability": 0.826171875
                },
                {
                    "start": 1061.28,
                    "end": 1061.58,
                    "word": " a sort",
                    "probability": 0.796875
                },
                {
                    "start": 1061.58,
                    "end": 1062.0,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1062.0,
                    "end": 1062.32,
                    "word": " white",
                    "probability": 0.5205078125
                },
                {
                    "start": 1062.32,
                    "end": 1062.58,
                    "word": " team",
                    "probability": 0.90478515625
                },
                {
                    "start": 1062.58,
                    "end": 1062.64,
                    "word": ",",
                    "probability": 0.5185546875
                },
                {
                    "start": 1062.64,
                    "end": 1062.9,
                    "word": " depending",
                    "probability": 0.8037109375
                },
                {
                    "start": 1062.9,
                    "end": 1063.12,
                    "word": " on",
                    "probability": 0.9033203125
                },
                {
                    "start": 1063.12,
                    "end": 1063.42,
                    "word": " how",
                    "probability": 0.89404296875
                },
                {
                    "start": 1063.42,
                    "end": 1063.98,
                    "word": " intrusive",
                    "probability": 0.9524739583333334
                },
                {
                    "start": 1063.98,
                    "end": 1064.14,
                    "word": " you",
                    "probability": 0.8818359375
                },
                {
                    "start": 1064.14,
                    "end": 1064.38,
                    "word": " want",
                    "probability": 0.81396484375
                },
                {
                    "start": 1064.38,
                    "end": 1064.64,
                    "word": " your",
                    "probability": 0.80224609375
                },
                {
                    "start": 1064.64,
                    "end": 1065.02,
                    "word": " tests",
                    "probability": 0.5712890625
                },
                {
                    "start": 1065.02,
                    "end": 1065.26,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 1065.26,
                    "end": 1065.54,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 1065.54,
                    "end": 1066.06,
                    "word": ".",
                    "probability": 0.95458984375
                }
            ]
        },
        {
            "id": 156,
            "seek": 106786,
            "start": 1066.06,
            "end": 1073.54,
            "text": " You need to set some ground rules. There needs to be some escalation paths in case something actually goes wrong.",
            "tokens": [
                50364,
                509,
                643,
                281,
                992,
                512,
                2727,
                4474,
                13,
                821,
                2203,
                281,
                312,
                512,
                17871,
                399,
                14518,
                294,
                1389,
                746,
                767,
                1709,
                2085,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23028273986918585,
            "compression_ratio": 1.565217391304348,
            "no_speech_prob": 0.063232421875,
            "words": [
                {
                    "start": 1066.06,
                    "end": 1066.5,
                    "word": " You",
                    "probability": 0.5498046875
                },
                {
                    "start": 1066.5,
                    "end": 1066.68,
                    "word": " need",
                    "probability": 0.80615234375
                },
                {
                    "start": 1066.68,
                    "end": 1066.84,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1066.84,
                    "end": 1067.38,
                    "word": " set",
                    "probability": 0.81103515625
                },
                {
                    "start": 1067.38,
                    "end": 1067.58,
                    "word": " some",
                    "probability": 0.8056640625
                },
                {
                    "start": 1067.58,
                    "end": 1067.86,
                    "word": " ground",
                    "probability": 0.58154296875
                },
                {
                    "start": 1067.86,
                    "end": 1068.44,
                    "word": " rules",
                    "probability": 0.7197265625
                },
                {
                    "start": 1068.44,
                    "end": 1068.6,
                    "word": ".",
                    "probability": 0.460693359375
                },
                {
                    "start": 1068.6,
                    "end": 1068.68,
                    "word": " There",
                    "probability": 0.77099609375
                },
                {
                    "start": 1068.68,
                    "end": 1068.86,
                    "word": " needs",
                    "probability": 0.35302734375
                },
                {
                    "start": 1068.86,
                    "end": 1068.96,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 1068.96,
                    "end": 1069.06,
                    "word": " be",
                    "probability": 0.90283203125
                },
                {
                    "start": 1069.06,
                    "end": 1069.24,
                    "word": " some",
                    "probability": 0.763671875
                },
                {
                    "start": 1069.24,
                    "end": 1069.82,
                    "word": " escalation",
                    "probability": 0.88427734375
                },
                {
                    "start": 1069.82,
                    "end": 1070.2,
                    "word": " paths",
                    "probability": 0.33447265625
                },
                {
                    "start": 1070.2,
                    "end": 1070.66,
                    "word": " in",
                    "probability": 0.8173828125
                },
                {
                    "start": 1070.66,
                    "end": 1071.34,
                    "word": " case",
                    "probability": 0.76416015625
                },
                {
                    "start": 1071.34,
                    "end": 1071.8,
                    "word": " something",
                    "probability": 0.7333984375
                },
                {
                    "start": 1071.8,
                    "end": 1072.24,
                    "word": " actually",
                    "probability": 0.798828125
                },
                {
                    "start": 1072.24,
                    "end": 1072.56,
                    "word": " goes",
                    "probability": 0.86474609375
                },
                {
                    "start": 1072.56,
                    "end": 1072.94,
                    "word": " wrong",
                    "probability": 0.83740234375
                },
                {
                    "start": 1072.94,
                    "end": 1073.54,
                    "word": ".",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 157,
            "seek": 106786,
            "start": 1073.76,
            "end": 1084.32,
            "text": " You need involvement from IT ops because they might need to accommodate some access to you or give you some means to take some steps.",
            "tokens": [
                50714,
                509,
                643,
                17447,
                490,
                6783,
                44663,
                570,
                436,
                1062,
                643,
                281,
                21410,
                512,
                2105,
                281,
                291,
                420,
                976,
                291,
                512,
                1355,
                281,
                747,
                512,
                4439,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23028273986918585,
            "compression_ratio": 1.565217391304348,
            "no_speech_prob": 0.063232421875,
            "words": [
                {
                    "start": 1073.76,
                    "end": 1073.96,
                    "word": " You",
                    "probability": 0.88818359375
                },
                {
                    "start": 1073.96,
                    "end": 1074.16,
                    "word": " need",
                    "probability": 0.81201171875
                },
                {
                    "start": 1074.16,
                    "end": 1074.56,
                    "word": " involvement",
                    "probability": 0.7255859375
                },
                {
                    "start": 1074.56,
                    "end": 1074.86,
                    "word": " from",
                    "probability": 0.81298828125
                },
                {
                    "start": 1074.86,
                    "end": 1075.14,
                    "word": " IT",
                    "probability": 0.8125
                },
                {
                    "start": 1075.14,
                    "end": 1075.54,
                    "word": " ops",
                    "probability": 0.284912109375
                },
                {
                    "start": 1075.54,
                    "end": 1076.34,
                    "word": " because",
                    "probability": 0.58642578125
                },
                {
                    "start": 1076.34,
                    "end": 1076.5,
                    "word": " they",
                    "probability": 0.7373046875
                },
                {
                    "start": 1076.5,
                    "end": 1076.72,
                    "word": " might",
                    "probability": 0.7958984375
                },
                {
                    "start": 1076.72,
                    "end": 1077.02,
                    "word": " need",
                    "probability": 0.814453125
                },
                {
                    "start": 1077.02,
                    "end": 1077.38,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1077.38,
                    "end": 1078.2,
                    "word": " accommodate",
                    "probability": 0.78955078125
                },
                {
                    "start": 1078.2,
                    "end": 1078.76,
                    "word": " some",
                    "probability": 0.81640625
                },
                {
                    "start": 1078.76,
                    "end": 1079.64,
                    "word": " access",
                    "probability": 0.72119140625
                },
                {
                    "start": 1079.64,
                    "end": 1079.92,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 1079.92,
                    "end": 1080.26,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 1080.26,
                    "end": 1080.62,
                    "word": " or",
                    "probability": 0.7880859375
                },
                {
                    "start": 1080.62,
                    "end": 1081.0,
                    "word": " give",
                    "probability": 0.8046875
                },
                {
                    "start": 1081.0,
                    "end": 1081.16,
                    "word": " you",
                    "probability": 0.89013671875
                },
                {
                    "start": 1081.16,
                    "end": 1081.44,
                    "word": " some",
                    "probability": 0.794921875
                },
                {
                    "start": 1081.44,
                    "end": 1081.74,
                    "word": " means",
                    "probability": 0.87451171875
                },
                {
                    "start": 1081.74,
                    "end": 1082.08,
                    "word": " to",
                    "probability": 0.90087890625
                },
                {
                    "start": 1082.08,
                    "end": 1082.76,
                    "word": " take",
                    "probability": 0.77392578125
                },
                {
                    "start": 1082.76,
                    "end": 1083.12,
                    "word": " some",
                    "probability": 0.81298828125
                },
                {
                    "start": 1083.12,
                    "end": 1083.72,
                    "word": " steps",
                    "probability": 0.72412109375
                },
                {
                    "start": 1083.72,
                    "end": 1084.32,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 158,
            "seek": 106786,
            "start": 1084.58,
            "end": 1090.12,
            "text": " Of course, you need a reference framework from that perspective as well. Of course, MITRE ATT&CK is there again.",
            "tokens": [
                51264,
                2720,
                1164,
                11,
                291,
                643,
                257,
                6408,
                8388,
                490,
                300,
                4585,
                382,
                731,
                13,
                2720,
                1164,
                11,
                13100,
                3850,
                8872,
                51,
                5,
                9419,
                307,
                456,
                797,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23028273986918585,
            "compression_ratio": 1.565217391304348,
            "no_speech_prob": 0.063232421875,
            "words": [
                {
                    "start": 1084.58,
                    "end": 1084.76,
                    "word": " Of",
                    "probability": 0.90478515625
                },
                {
                    "start": 1084.76,
                    "end": 1084.86,
                    "word": " course",
                    "probability": 0.86376953125
                },
                {
                    "start": 1084.86,
                    "end": 1084.9,
                    "word": ",",
                    "probability": 0.6181640625
                },
                {
                    "start": 1084.9,
                    "end": 1084.98,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 1084.98,
                    "end": 1085.08,
                    "word": " need",
                    "probability": 0.7919921875
                },
                {
                    "start": 1085.24,
                    "end": 1085.6,
                    "word": " a reference",
                    "probability": 0.74658203125
                },
                {
                    "start": 1085.6,
                    "end": 1086.14,
                    "word": " framework",
                    "probability": 0.79296875
                },
                {
                    "start": 1086.14,
                    "end": 1086.54,
                    "word": " from",
                    "probability": 0.779296875
                },
                {
                    "start": 1086.54,
                    "end": 1086.74,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 1086.74,
                    "end": 1087.18,
                    "word": " perspective",
                    "probability": 0.78466796875
                },
                {
                    "start": 1087.18,
                    "end": 1087.42,
                    "word": " as",
                    "probability": 0.85302734375
                },
                {
                    "start": 1087.42,
                    "end": 1087.6,
                    "word": " well",
                    "probability": 0.88330078125
                },
                {
                    "start": 1087.6,
                    "end": 1087.7,
                    "word": ".",
                    "probability": 0.90771484375
                },
                {
                    "start": 1087.7,
                    "end": 1087.78,
                    "word": " Of",
                    "probability": 0.93310546875
                },
                {
                    "start": 1087.78,
                    "end": 1087.9,
                    "word": " course",
                    "probability": 0.8642578125
                },
                {
                    "start": 1087.9,
                    "end": 1088.02,
                    "word": ",",
                    "probability": 0.93994140625
                },
                {
                    "start": 1088.02,
                    "end": 1088.24,
                    "word": " MITRE",
                    "probability": 0.676513671875
                },
                {
                    "start": 1088.24,
                    "end": 1088.48,
                    "word": " ATT",
                    "probability": 0.7783203125
                },
                {
                    "start": 1088.48,
                    "end": 1088.54,
                    "word": "&CK",
                    "probability": 0.995849609375
                },
                {
                    "start": 1088.54,
                    "end": 1088.9,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 1088.9,
                    "end": 1089.14,
                    "word": " there",
                    "probability": 0.8466796875
                },
                {
                    "start": 1089.14,
                    "end": 1089.52,
                    "word": " again",
                    "probability": 0.89990234375
                },
                {
                    "start": 1089.52,
                    "end": 1090.12,
                    "word": ".",
                    "probability": 0.276123046875
                }
            ]
        },
        {
            "id": 159,
            "seek": 109004,
            "start": 1090.12,
            "end": 1100.62,
            "text": " But there might be some PCI controls that you want testing or COVID or HIPAA or whatever other fancy acronym out there.",
            "tokens": [
                50364,
                583,
                456,
                1062,
                312,
                512,
                6465,
                40,
                9003,
                300,
                291,
                528,
                4997,
                420,
                4566,
                420,
                389,
                9139,
                5265,
                420,
                2035,
                661,
                10247,
                39195,
                484,
                456,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2094494066541157,
            "compression_ratio": 1.4480874316939891,
            "no_speech_prob": 0.02880859375,
            "words": [
                {
                    "start": 1090.12,
                    "end": 1090.44,
                    "word": " But",
                    "probability": 0.31298828125
                },
                {
                    "start": 1090.44,
                    "end": 1090.62,
                    "word": " there",
                    "probability": 0.76708984375
                },
                {
                    "start": 1090.62,
                    "end": 1090.82,
                    "word": " might",
                    "probability": 0.8095703125
                },
                {
                    "start": 1090.82,
                    "end": 1091.12,
                    "word": " be",
                    "probability": 0.91259765625
                },
                {
                    "start": 1091.12,
                    "end": 1091.48,
                    "word": " some",
                    "probability": 0.7978515625
                },
                {
                    "start": 1091.48,
                    "end": 1092.2,
                    "word": " PCI",
                    "probability": 0.913330078125
                },
                {
                    "start": 1092.2,
                    "end": 1093.76,
                    "word": " controls",
                    "probability": 0.64990234375
                },
                {
                    "start": 1093.76,
                    "end": 1093.94,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 1093.94,
                    "end": 1094.06,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1094.06,
                    "end": 1094.26,
                    "word": " want",
                    "probability": 0.806640625
                },
                {
                    "start": 1094.26,
                    "end": 1094.74,
                    "word": " testing",
                    "probability": 0.6953125
                },
                {
                    "start": 1094.74,
                    "end": 1094.96,
                    "word": " or",
                    "probability": 0.611328125
                },
                {
                    "start": 1094.96,
                    "end": 1095.3,
                    "word": " COVID",
                    "probability": 0.54052734375
                },
                {
                    "start": 1095.3,
                    "end": 1096.02,
                    "word": " or",
                    "probability": 0.8544921875
                },
                {
                    "start": 1096.02,
                    "end": 1097.02,
                    "word": " HIPAA",
                    "probability": 0.9010416666666666
                },
                {
                    "start": 1097.02,
                    "end": 1097.36,
                    "word": " or",
                    "probability": 0.86474609375
                },
                {
                    "start": 1097.36,
                    "end": 1098.06,
                    "word": " whatever",
                    "probability": 0.806640625
                },
                {
                    "start": 1098.06,
                    "end": 1098.8,
                    "word": " other",
                    "probability": 0.724609375
                },
                {
                    "start": 1098.8,
                    "end": 1099.2,
                    "word": " fancy",
                    "probability": 0.88720703125
                },
                {
                    "start": 1099.2,
                    "end": 1099.56,
                    "word": " acronym",
                    "probability": 0.83544921875
                },
                {
                    "start": 1099.56,
                    "end": 1099.86,
                    "word": " out",
                    "probability": 0.8095703125
                },
                {
                    "start": 1099.86,
                    "end": 1100.18,
                    "word": " there",
                    "probability": 0.849609375
                },
                {
                    "start": 1100.18,
                    "end": 1100.62,
                    "word": ".",
                    "probability": 0.75341796875
                }
            ]
        },
        {
            "id": 160,
            "seek": 109004,
            "start": 1100.62,
            "end": 1107.16,
            "text": " You need to have some frameworks that can actually measure what you want to prove.",
            "tokens": [
                50864,
                509,
                643,
                281,
                362,
                512,
                29834,
                300,
                393,
                767,
                3481,
                437,
                291,
                528,
                281,
                7081,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2094494066541157,
            "compression_ratio": 1.4480874316939891,
            "no_speech_prob": 0.02880859375,
            "words": [
                {
                    "start": 1100.62,
                    "end": 1101.06,
                    "word": " You",
                    "probability": 0.8916015625
                },
                {
                    "start": 1101.06,
                    "end": 1101.24,
                    "word": " need",
                    "probability": 0.80859375
                },
                {
                    "start": 1101.24,
                    "end": 1101.36,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1101.36,
                    "end": 1101.56,
                    "word": " have",
                    "probability": 0.88671875
                },
                {
                    "start": 1101.56,
                    "end": 1101.84,
                    "word": " some",
                    "probability": 0.83154296875
                },
                {
                    "start": 1101.84,
                    "end": 1102.46,
                    "word": " frameworks",
                    "probability": 0.59814453125
                },
                {
                    "start": 1102.46,
                    "end": 1102.84,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 1102.84,
                    "end": 1103.24,
                    "word": " can",
                    "probability": 0.86669921875
                },
                {
                    "start": 1103.24,
                    "end": 1103.6,
                    "word": " actually",
                    "probability": 0.78369140625
                },
                {
                    "start": 1103.6,
                    "end": 1103.98,
                    "word": " measure",
                    "probability": 0.826171875
                },
                {
                    "start": 1103.98,
                    "end": 1104.22,
                    "word": " what",
                    "probability": 0.88720703125
                },
                {
                    "start": 1104.22,
                    "end": 1104.36,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 1104.36,
                    "end": 1104.56,
                    "word": " want",
                    "probability": 0.67919921875
                },
                {
                    "start": 1104.56,
                    "end": 1105.62,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 1105.62,
                    "end": 1106.5,
                    "word": " prove",
                    "probability": 0.80029296875
                },
                {
                    "start": 1106.5,
                    "end": 1107.16,
                    "word": ".",
                    "probability": 0.98681640625
                }
            ]
        },
        {
            "id": 161,
            "seek": 109004,
            "start": 1108.18,
            "end": 1112.3,
            "text": " And then we move a little bit more towards the execution part.",
            "tokens": [
                51214,
                400,
                550,
                321,
                1286,
                257,
                707,
                857,
                544,
                3030,
                264,
                15058,
                644,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2094494066541157,
            "compression_ratio": 1.4480874316939891,
            "no_speech_prob": 0.02880859375,
            "words": [
                {
                    "start": 1108.18,
                    "end": 1108.84,
                    "word": " And",
                    "probability": 0.54296875
                },
                {
                    "start": 1108.84,
                    "end": 1109.06,
                    "word": " then",
                    "probability": 0.72509765625
                },
                {
                    "start": 1109.06,
                    "end": 1109.98,
                    "word": " we",
                    "probability": 0.7841796875
                },
                {
                    "start": 1109.98,
                    "end": 1110.24,
                    "word": " move",
                    "probability": 0.8837890625
                },
                {
                    "start": 1110.36,
                    "end": 1110.46,
                    "word": " a little",
                    "probability": 0.81103515625
                },
                {
                    "start": 1110.46,
                    "end": 1110.62,
                    "word": " bit",
                    "probability": 0.89453125
                },
                {
                    "start": 1110.62,
                    "end": 1110.82,
                    "word": " more",
                    "probability": 0.8857421875
                },
                {
                    "start": 1110.82,
                    "end": 1111.08,
                    "word": " towards",
                    "probability": 0.65185546875
                },
                {
                    "start": 1111.08,
                    "end": 1111.26,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 1111.26,
                    "end": 1111.7,
                    "word": " execution",
                    "probability": 0.8828125
                },
                {
                    "start": 1111.7,
                    "end": 1112.08,
                    "word": " part",
                    "probability": 0.796875
                },
                {
                    "start": 1112.08,
                    "end": 1112.3,
                    "word": ".",
                    "probability": 0.900390625
                }
            ]
        },
        {
            "id": 162,
            "seek": 111978,
            "start": 1112.3,
            "end": 1121.3,
            "text": " So, we need to have a scope. And this scope selection phase has two crucial points that need to be in there.",
            "tokens": [
                50364,
                407,
                11,
                321,
                643,
                281,
                362,
                257,
                11923,
                13,
                400,
                341,
                11923,
                9450,
                5574,
                575,
                732,
                11462,
                2793,
                300,
                643,
                281,
                312,
                294,
                456,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21329599169065366,
            "compression_ratio": 1.7434782608695651,
            "no_speech_prob": 0.0968017578125,
            "words": [
                {
                    "start": 1112.3,
                    "end": 1112.5,
                    "word": " So",
                    "probability": 0.4580078125
                },
                {
                    "start": 1112.5,
                    "end": 1112.62,
                    "word": ",",
                    "probability": 0.427978515625
                },
                {
                    "start": 1112.62,
                    "end": 1112.7,
                    "word": " we",
                    "probability": 0.90576171875
                },
                {
                    "start": 1112.7,
                    "end": 1112.88,
                    "word": " need",
                    "probability": 0.79833984375
                },
                {
                    "start": 1112.88,
                    "end": 1113.0,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1113.0,
                    "end": 1113.16,
                    "word": " have",
                    "probability": 0.880859375
                },
                {
                    "start": 1113.32,
                    "end": 1113.66,
                    "word": " a scope",
                    "probability": 0.87060546875
                },
                {
                    "start": 1113.66,
                    "end": 1114.1,
                    "word": ".",
                    "probability": 0.44775390625
                },
                {
                    "start": 1114.42,
                    "end": 1114.48,
                    "word": " And",
                    "probability": 0.254150390625
                },
                {
                    "start": 1114.48,
                    "end": 1115.14,
                    "word": " this",
                    "probability": 0.46533203125
                },
                {
                    "start": 1115.14,
                    "end": 1115.42,
                    "word": " scope",
                    "probability": 0.7470703125
                },
                {
                    "start": 1115.42,
                    "end": 1116.06,
                    "word": " selection",
                    "probability": 0.796875
                },
                {
                    "start": 1116.06,
                    "end": 1116.7,
                    "word": " phase",
                    "probability": 0.8779296875
                },
                {
                    "start": 1116.7,
                    "end": 1117.46,
                    "word": " has",
                    "probability": 0.8876953125
                },
                {
                    "start": 1117.46,
                    "end": 1117.74,
                    "word": " two",
                    "probability": 0.78955078125
                },
                {
                    "start": 1117.74,
                    "end": 1118.62,
                    "word": " crucial",
                    "probability": 0.78759765625
                },
                {
                    "start": 1118.62,
                    "end": 1119.18,
                    "word": " points",
                    "probability": 0.76025390625
                },
                {
                    "start": 1119.18,
                    "end": 1120.38,
                    "word": " that",
                    "probability": 0.85888671875
                },
                {
                    "start": 1120.38,
                    "end": 1120.6,
                    "word": " need",
                    "probability": 0.8037109375
                },
                {
                    "start": 1120.6,
                    "end": 1120.72,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1120.72,
                    "end": 1120.88,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 1120.88,
                    "end": 1121.06,
                    "word": " in",
                    "probability": 0.908203125
                },
                {
                    "start": 1121.06,
                    "end": 1121.2,
                    "word": " there",
                    "probability": 0.8525390625
                },
                {
                    "start": 1121.2,
                    "end": 1121.3,
                    "word": ".",
                    "probability": 0.974609375
                }
            ]
        },
        {
            "id": 163,
            "seek": 111978,
            "start": 1121.3,
            "end": 1129.0,
            "text": " So, you need to know which systems, and this can be, of course, in an office in Singapore or the US.",
            "tokens": [
                50814,
                407,
                11,
                291,
                643,
                281,
                458,
                597,
                3652,
                11,
                293,
                341,
                393,
                312,
                11,
                295,
                1164,
                11,
                294,
                364,
                3398,
                294,
                14491,
                420,
                264,
                2546,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21329599169065366,
            "compression_ratio": 1.7434782608695651,
            "no_speech_prob": 0.0968017578125,
            "words": [
                {
                    "start": 1121.3,
                    "end": 1121.4,
                    "word": " So",
                    "probability": 0.8095703125
                },
                {
                    "start": 1121.4,
                    "end": 1121.44,
                    "word": ",",
                    "probability": 0.9248046875
                },
                {
                    "start": 1121.44,
                    "end": 1121.52,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 1121.52,
                    "end": 1121.66,
                    "word": " need",
                    "probability": 0.79052734375
                },
                {
                    "start": 1121.66,
                    "end": 1121.8,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1121.8,
                    "end": 1121.98,
                    "word": " know",
                    "probability": 0.8193359375
                },
                {
                    "start": 1121.98,
                    "end": 1122.22,
                    "word": " which",
                    "probability": 0.8984375
                },
                {
                    "start": 1122.22,
                    "end": 1122.86,
                    "word": " systems",
                    "probability": 0.818359375
                },
                {
                    "start": 1122.86,
                    "end": 1123.42,
                    "word": ",",
                    "probability": 0.286865234375
                },
                {
                    "start": 1123.42,
                    "end": 1123.6,
                    "word": " and",
                    "probability": 0.86376953125
                },
                {
                    "start": 1123.6,
                    "end": 1124.16,
                    "word": " this",
                    "probability": 0.82470703125
                },
                {
                    "start": 1124.16,
                    "end": 1124.38,
                    "word": " can",
                    "probability": 0.9013671875
                },
                {
                    "start": 1124.38,
                    "end": 1124.6,
                    "word": " be",
                    "probability": 0.89990234375
                },
                {
                    "start": 1124.6,
                    "end": 1124.72,
                    "word": ",",
                    "probability": 0.5791015625
                },
                {
                    "start": 1124.72,
                    "end": 1124.8,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1124.8,
                    "end": 1125.04,
                    "word": " course",
                    "probability": 0.8662109375
                },
                {
                    "start": 1125.04,
                    "end": 1125.16,
                    "word": ",",
                    "probability": 0.9697265625
                },
                {
                    "start": 1125.16,
                    "end": 1125.94,
                    "word": " in",
                    "probability": 0.2529296875
                },
                {
                    "start": 1125.94,
                    "end": 1126.22,
                    "word": " an",
                    "probability": 0.890625
                },
                {
                    "start": 1126.22,
                    "end": 1126.42,
                    "word": " office",
                    "probability": 0.85009765625
                },
                {
                    "start": 1126.42,
                    "end": 1126.66,
                    "word": " in",
                    "probability": 0.8916015625
                },
                {
                    "start": 1126.66,
                    "end": 1127.06,
                    "word": " Singapore",
                    "probability": 0.904296875
                },
                {
                    "start": 1127.06,
                    "end": 1127.84,
                    "word": " or",
                    "probability": 0.857421875
                },
                {
                    "start": 1127.84,
                    "end": 1128.14,
                    "word": " the",
                    "probability": 0.78759765625
                },
                {
                    "start": 1128.14,
                    "end": 1128.56,
                    "word": " US",
                    "probability": 0.6064453125
                },
                {
                    "start": 1128.56,
                    "end": 1129.0,
                    "word": ".",
                    "probability": 0.6669921875
                }
            ]
        },
        {
            "id": 164,
            "seek": 111978,
            "start": 1129.26,
            "end": 1132.5,
            "text": " It can be workstation servers. Well, you can figure that out.",
            "tokens": [
                51214,
                467,
                393,
                312,
                589,
                19159,
                15909,
                13,
                1042,
                11,
                291,
                393,
                2573,
                300,
                484,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21329599169065366,
            "compression_ratio": 1.7434782608695651,
            "no_speech_prob": 0.0968017578125,
            "words": [
                {
                    "start": 1129.26,
                    "end": 1129.48,
                    "word": " It",
                    "probability": 0.88916015625
                },
                {
                    "start": 1129.48,
                    "end": 1129.6,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 1129.6,
                    "end": 1129.76,
                    "word": " be",
                    "probability": 0.90625
                },
                {
                    "start": 1129.76,
                    "end": 1130.18,
                    "word": " workstation",
                    "probability": 0.834228515625
                },
                {
                    "start": 1130.18,
                    "end": 1130.68,
                    "word": " servers",
                    "probability": 0.734375
                },
                {
                    "start": 1130.68,
                    "end": 1130.86,
                    "word": ".",
                    "probability": 0.462158203125
                },
                {
                    "start": 1130.86,
                    "end": 1130.9,
                    "word": " Well",
                    "probability": 0.343505859375
                },
                {
                    "start": 1130.9,
                    "end": 1130.94,
                    "word": ",",
                    "probability": 0.98291015625
                },
                {
                    "start": 1130.94,
                    "end": 1131.24,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1131.24,
                    "end": 1131.42,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 1131.42,
                    "end": 1131.64,
                    "word": " figure",
                    "probability": 0.91064453125
                },
                {
                    "start": 1131.64,
                    "end": 1131.86,
                    "word": " that",
                    "probability": 0.8701171875
                },
                {
                    "start": 1131.86,
                    "end": 1132.06,
                    "word": " out",
                    "probability": 0.82177734375
                },
                {
                    "start": 1132.06,
                    "end": 1132.5,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 165,
            "seek": 111978,
            "start": 1132.54,
            "end": 1142.04,
            "text": " And then, of course, you also need to validate or to set the scope for which controls you want to test or to avoid from that end.",
            "tokens": [
                51364,
                400,
                550,
                11,
                295,
                1164,
                11,
                291,
                611,
                643,
                281,
                29562,
                420,
                281,
                992,
                264,
                11923,
                337,
                597,
                9003,
                291,
                528,
                281,
                1500,
                420,
                281,
                5042,
                490,
                300,
                917,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21329599169065366,
            "compression_ratio": 1.7434782608695651,
            "no_speech_prob": 0.0968017578125,
            "words": [
                {
                    "start": 1132.54,
                    "end": 1132.64,
                    "word": " And",
                    "probability": 0.7685546875
                },
                {
                    "start": 1132.64,
                    "end": 1132.78,
                    "word": " then",
                    "probability": 0.724609375
                },
                {
                    "start": 1132.78,
                    "end": 1132.86,
                    "word": ",",
                    "probability": 0.84130859375
                },
                {
                    "start": 1132.86,
                    "end": 1132.94,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 1132.94,
                    "end": 1133.08,
                    "word": " course",
                    "probability": 0.86328125
                },
                {
                    "start": 1133.08,
                    "end": 1133.12,
                    "word": ",",
                    "probability": 0.9951171875
                },
                {
                    "start": 1133.12,
                    "end": 1133.24,
                    "word": " you",
                    "probability": 0.87744140625
                },
                {
                    "start": 1133.24,
                    "end": 1133.46,
                    "word": " also",
                    "probability": 0.80224609375
                },
                {
                    "start": 1133.46,
                    "end": 1133.72,
                    "word": " need",
                    "probability": 0.810546875
                },
                {
                    "start": 1133.72,
                    "end": 1133.96,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 1133.96,
                    "end": 1134.4,
                    "word": " validate",
                    "probability": 0.8466796875
                },
                {
                    "start": 1134.4,
                    "end": 1135.38,
                    "word": " or",
                    "probability": 0.81982421875
                },
                {
                    "start": 1135.38,
                    "end": 1135.64,
                    "word": " to",
                    "probability": 0.880859375
                },
                {
                    "start": 1135.64,
                    "end": 1136.02,
                    "word": " set",
                    "probability": 0.888671875
                },
                {
                    "start": 1136.02,
                    "end": 1136.7,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 1136.7,
                    "end": 1137.02,
                    "word": " scope",
                    "probability": 0.86865234375
                },
                {
                    "start": 1137.02,
                    "end": 1137.24,
                    "word": " for",
                    "probability": 0.892578125
                },
                {
                    "start": 1137.24,
                    "end": 1137.4,
                    "word": " which",
                    "probability": 0.92138671875
                },
                {
                    "start": 1137.4,
                    "end": 1137.86,
                    "word": " controls",
                    "probability": 0.60693359375
                },
                {
                    "start": 1137.86,
                    "end": 1138.02,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 1138.02,
                    "end": 1138.18,
                    "word": " want",
                    "probability": 0.779296875
                },
                {
                    "start": 1138.18,
                    "end": 1138.3,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 1138.3,
                    "end": 1138.56,
                    "word": " test",
                    "probability": 0.849609375
                },
                {
                    "start": 1138.56,
                    "end": 1139.84,
                    "word": " or",
                    "probability": 0.371337890625
                },
                {
                    "start": 1139.84,
                    "end": 1140.34,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1140.34,
                    "end": 1140.76,
                    "word": " avoid",
                    "probability": 0.8466796875
                },
                {
                    "start": 1140.76,
                    "end": 1140.98,
                    "word": " from",
                    "probability": 0.775390625
                },
                {
                    "start": 1140.98,
                    "end": 1141.78,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 1141.78,
                    "end": 1141.94,
                    "word": " end",
                    "probability": 0.60302734375
                },
                {
                    "start": 1141.94,
                    "end": 1142.04,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 166,
            "seek": 114916,
            "start": 1142.04,
            "end": 1156.94,
            "text": " So, if you do know that you want to test A, B, and C, but you don't want to hit another one because then it might raise too many incidents or that system might be more volatile, you need to be aware of that.",
            "tokens": [
                50364,
                407,
                11,
                498,
                291,
                360,
                458,
                300,
                291,
                528,
                281,
                1500,
                316,
                11,
                363,
                11,
                293,
                383,
                11,
                457,
                291,
                500,
                380,
                528,
                281,
                2045,
                1071,
                472,
                570,
                550,
                309,
                1062,
                5300,
                886,
                867,
                21139,
                420,
                300,
                1185,
                1062,
                312,
                544,
                34377,
                11,
                291,
                643,
                281,
                312,
                3650,
                295,
                300,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18274456537936046,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.0008745193481445312,
            "words": [
                {
                    "start": 1142.04,
                    "end": 1142.24,
                    "word": " So",
                    "probability": 0.78466796875
                },
                {
                    "start": 1142.24,
                    "end": 1142.98,
                    "word": ",",
                    "probability": 0.220458984375
                },
                {
                    "start": 1142.98,
                    "end": 1143.24,
                    "word": " if",
                    "probability": 0.90234375
                },
                {
                    "start": 1143.24,
                    "end": 1143.46,
                    "word": " you",
                    "probability": 0.8984375
                },
                {
                    "start": 1143.46,
                    "end": 1143.74,
                    "word": " do",
                    "probability": 0.90966796875
                },
                {
                    "start": 1143.74,
                    "end": 1143.96,
                    "word": " know",
                    "probability": 0.82080078125
                },
                {
                    "start": 1143.96,
                    "end": 1144.16,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 1144.16,
                    "end": 1144.26,
                    "word": " you",
                    "probability": 0.8974609375
                },
                {
                    "start": 1144.26,
                    "end": 1144.42,
                    "word": " want",
                    "probability": 0.393310546875
                },
                {
                    "start": 1144.42,
                    "end": 1144.54,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 1144.54,
                    "end": 1144.8,
                    "word": " test",
                    "probability": 0.8095703125
                },
                {
                    "start": 1144.8,
                    "end": 1145.04,
                    "word": " A",
                    "probability": 0.888671875
                },
                {
                    "start": 1145.04,
                    "end": 1145.1,
                    "word": ",",
                    "probability": 0.97900390625
                },
                {
                    "start": 1145.1,
                    "end": 1145.22,
                    "word": " B",
                    "probability": 0.99072265625
                },
                {
                    "start": 1145.22,
                    "end": 1145.32,
                    "word": ",",
                    "probability": 0.463134765625
                },
                {
                    "start": 1145.32,
                    "end": 1145.44,
                    "word": " and",
                    "probability": 0.87890625
                },
                {
                    "start": 1145.44,
                    "end": 1145.68,
                    "word": " C",
                    "probability": 0.998046875
                },
                {
                    "start": 1145.68,
                    "end": 1145.8,
                    "word": ",",
                    "probability": 0.6982421875
                },
                {
                    "start": 1145.8,
                    "end": 1145.94,
                    "word": " but",
                    "probability": 0.8994140625
                },
                {
                    "start": 1145.94,
                    "end": 1146.08,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 1146.08,
                    "end": 1146.32,
                    "word": " don't",
                    "probability": 0.94580078125
                },
                {
                    "start": 1146.32,
                    "end": 1146.48,
                    "word": " want",
                    "probability": 0.72119140625
                },
                {
                    "start": 1146.48,
                    "end": 1146.58,
                    "word": " to",
                    "probability": 0.8984375
                },
                {
                    "start": 1146.58,
                    "end": 1146.82,
                    "word": " hit",
                    "probability": 0.890625
                },
                {
                    "start": 1146.82,
                    "end": 1147.28,
                    "word": " another",
                    "probability": 0.8134765625
                },
                {
                    "start": 1147.28,
                    "end": 1147.68,
                    "word": " one",
                    "probability": 0.81298828125
                },
                {
                    "start": 1147.68,
                    "end": 1148.26,
                    "word": " because",
                    "probability": 0.38427734375
                },
                {
                    "start": 1148.26,
                    "end": 1148.64,
                    "word": " then",
                    "probability": 0.71826171875
                },
                {
                    "start": 1148.64,
                    "end": 1149.38,
                    "word": " it",
                    "probability": 0.853515625
                },
                {
                    "start": 1149.38,
                    "end": 1149.58,
                    "word": " might",
                    "probability": 0.8056640625
                },
                {
                    "start": 1149.58,
                    "end": 1149.84,
                    "word": " raise",
                    "probability": 0.7939453125
                },
                {
                    "start": 1149.84,
                    "end": 1149.98,
                    "word": " too",
                    "probability": 0.71484375
                },
                {
                    "start": 1149.98,
                    "end": 1150.22,
                    "word": " many",
                    "probability": 0.81787109375
                },
                {
                    "start": 1150.22,
                    "end": 1150.82,
                    "word": " incidents",
                    "probability": 0.8388671875
                },
                {
                    "start": 1150.82,
                    "end": 1151.36,
                    "word": " or",
                    "probability": 0.658203125
                },
                {
                    "start": 1151.36,
                    "end": 1152.14,
                    "word": " that",
                    "probability": 0.8623046875
                },
                {
                    "start": 1152.14,
                    "end": 1152.52,
                    "word": " system",
                    "probability": 0.86376953125
                },
                {
                    "start": 1152.52,
                    "end": 1152.82,
                    "word": " might",
                    "probability": 0.8154296875
                },
                {
                    "start": 1152.82,
                    "end": 1153.0,
                    "word": " be",
                    "probability": 0.9052734375
                },
                {
                    "start": 1153.0,
                    "end": 1153.34,
                    "word": " more",
                    "probability": 0.87890625
                },
                {
                    "start": 1153.34,
                    "end": 1153.8,
                    "word": " volatile",
                    "probability": 0.90234375
                },
                {
                    "start": 1153.8,
                    "end": 1154.6,
                    "word": ",",
                    "probability": 0.75390625
                },
                {
                    "start": 1154.6,
                    "end": 1155.02,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1155.02,
                    "end": 1155.2,
                    "word": " need",
                    "probability": 0.81103515625
                },
                {
                    "start": 1155.2,
                    "end": 1155.3,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1155.3,
                    "end": 1155.6,
                    "word": " be",
                    "probability": 0.9091796875
                },
                {
                    "start": 1155.6,
                    "end": 1156.0,
                    "word": " aware",
                    "probability": 0.82763671875
                },
                {
                    "start": 1156.0,
                    "end": 1156.18,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1156.18,
                    "end": 1156.42,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 1156.42,
                    "end": 1156.94,
                    "word": ".",
                    "probability": 0.98291015625
                }
            ]
        },
        {
            "id": 167,
            "seek": 114916,
            "start": 1157.44,
            "end": 1163.94,
            "text": " And from these scope sessions, you can actually start designing a campaign.",
            "tokens": [
                51114,
                400,
                490,
                613,
                11923,
                11081,
                11,
                291,
                393,
                767,
                722,
                14685,
                257,
                5129,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18274456537936046,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.0008745193481445312,
            "words": [
                {
                    "start": 1157.44,
                    "end": 1157.6,
                    "word": " And",
                    "probability": 0.66796875
                },
                {
                    "start": 1157.6,
                    "end": 1157.78,
                    "word": " from",
                    "probability": 0.8095703125
                },
                {
                    "start": 1157.78,
                    "end": 1159.02,
                    "word": " these",
                    "probability": 0.68115234375
                },
                {
                    "start": 1159.02,
                    "end": 1160.38,
                    "word": " scope",
                    "probability": 0.60205078125
                },
                {
                    "start": 1160.38,
                    "end": 1160.8,
                    "word": " sessions",
                    "probability": 0.8173828125
                },
                {
                    "start": 1160.8,
                    "end": 1161.06,
                    "word": ",",
                    "probability": 0.89111328125
                },
                {
                    "start": 1161.06,
                    "end": 1161.42,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1161.42,
                    "end": 1161.62,
                    "word": " can",
                    "probability": 0.89453125
                },
                {
                    "start": 1161.62,
                    "end": 1161.96,
                    "word": " actually",
                    "probability": 0.7841796875
                },
                {
                    "start": 1161.96,
                    "end": 1162.34,
                    "word": " start",
                    "probability": 0.87158203125
                },
                {
                    "start": 1162.34,
                    "end": 1162.8,
                    "word": " designing",
                    "probability": 0.86279296875
                },
                {
                    "start": 1163.0,
                    "end": 1163.42,
                    "word": " a campaign",
                    "probability": 0.80078125
                },
                {
                    "start": 1163.42,
                    "end": 1163.94,
                    "word": ".",
                    "probability": 0.95556640625
                }
            ]
        },
        {
            "id": 168,
            "seek": 114916,
            "start": 1165.22,
            "end": 1171.42,
            "text": " And in this phase, you actually build the required objectives or techniques that you want to execute.",
            "tokens": [
                51464,
                400,
                294,
                341,
                5574,
                11,
                291,
                767,
                1322,
                264,
                4739,
                15961,
                420,
                7512,
                300,
                291,
                528,
                281,
                14483,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18274456537936046,
            "compression_ratio": 1.6594827586206897,
            "no_speech_prob": 0.0008745193481445312,
            "words": [
                {
                    "start": 1165.22,
                    "end": 1165.44,
                    "word": " And",
                    "probability": 0.7021484375
                },
                {
                    "start": 1165.44,
                    "end": 1165.8,
                    "word": " in",
                    "probability": 0.84521484375
                },
                {
                    "start": 1165.8,
                    "end": 1166.0,
                    "word": " this",
                    "probability": 0.8828125
                },
                {
                    "start": 1166.0,
                    "end": 1166.26,
                    "word": " phase",
                    "probability": 0.86279296875
                },
                {
                    "start": 1166.26,
                    "end": 1166.34,
                    "word": ",",
                    "probability": 0.83251953125
                },
                {
                    "start": 1166.34,
                    "end": 1166.42,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 1166.42,
                    "end": 1166.7,
                    "word": " actually",
                    "probability": 0.7783203125
                },
                {
                    "start": 1166.7,
                    "end": 1167.16,
                    "word": " build",
                    "probability": 0.7451171875
                },
                {
                    "start": 1167.16,
                    "end": 1167.32,
                    "word": " the",
                    "probability": 0.791015625
                },
                {
                    "start": 1167.32,
                    "end": 1167.68,
                    "word": " required",
                    "probability": 0.755859375
                },
                {
                    "start": 1167.68,
                    "end": 1168.42,
                    "word": " objectives",
                    "probability": 0.77978515625
                },
                {
                    "start": 1168.42,
                    "end": 1169.52,
                    "word": " or",
                    "probability": 0.85107421875
                },
                {
                    "start": 1169.52,
                    "end": 1169.94,
                    "word": " techniques",
                    "probability": 0.84130859375
                },
                {
                    "start": 1169.94,
                    "end": 1170.16,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 1170.16,
                    "end": 1170.26,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1170.26,
                    "end": 1170.44,
                    "word": " want",
                    "probability": 0.76708984375
                },
                {
                    "start": 1170.44,
                    "end": 1170.58,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 1170.58,
                    "end": 1171.04,
                    "word": " execute",
                    "probability": 0.87548828125
                },
                {
                    "start": 1171.04,
                    "end": 1171.42,
                    "word": ".",
                    "probability": 0.7646484375
                }
            ]
        },
        {
            "id": 169,
            "seek": 117468,
            "start": 1171.42,
            "end": 1177.9,
            "text": " You add them to a playbook or a runbook or a campaign design or however you want to call it.",
            "tokens": [
                50364,
                509,
                909,
                552,
                281,
                257,
                862,
                2939,
                420,
                257,
                1190,
                2939,
                420,
                257,
                5129,
                1715,
                420,
                4461,
                291,
                528,
                281,
                818,
                309,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18949467704651204,
            "compression_ratio": 1.6396396396396395,
            "no_speech_prob": 0.0019388198852539062,
            "words": [
                {
                    "start": 1171.42,
                    "end": 1172.0,
                    "word": " You",
                    "probability": 0.1778564453125
                },
                {
                    "start": 1172.0,
                    "end": 1172.26,
                    "word": " add",
                    "probability": 0.79833984375
                },
                {
                    "start": 1172.26,
                    "end": 1172.44,
                    "word": " them",
                    "probability": 0.72314453125
                },
                {
                    "start": 1172.44,
                    "end": 1172.66,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1173.34,
                    "end": 1173.82,
                    "word": " a playbook",
                    "probability": 0.757080078125
                },
                {
                    "start": 1173.82,
                    "end": 1174.02,
                    "word": " or",
                    "probability": 0.7490234375
                },
                {
                    "start": 1174.18,
                    "end": 1174.54,
                    "word": " a runbook",
                    "probability": 0.754150390625
                },
                {
                    "start": 1174.54,
                    "end": 1174.78,
                    "word": " or",
                    "probability": 0.794921875
                },
                {
                    "start": 1174.92,
                    "end": 1175.24,
                    "word": " a campaign",
                    "probability": 0.78759765625
                },
                {
                    "start": 1175.24,
                    "end": 1175.66,
                    "word": " design",
                    "probability": 0.857421875
                },
                {
                    "start": 1175.66,
                    "end": 1175.94,
                    "word": " or",
                    "probability": 0.73779296875
                },
                {
                    "start": 1175.94,
                    "end": 1176.48,
                    "word": " however",
                    "probability": 0.88916015625
                },
                {
                    "start": 1176.48,
                    "end": 1176.68,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 1176.68,
                    "end": 1176.82,
                    "word": " want",
                    "probability": 0.7177734375
                },
                {
                    "start": 1176.82,
                    "end": 1176.92,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1176.92,
                    "end": 1177.18,
                    "word": " call",
                    "probability": 0.818359375
                },
                {
                    "start": 1177.18,
                    "end": 1177.42,
                    "word": " it",
                    "probability": 0.8974609375
                },
                {
                    "start": 1177.42,
                    "end": 1177.9,
                    "word": ".",
                    "probability": 0.888671875
                }
            ]
        },
        {
            "id": 170,
            "seek": 117468,
            "start": 1178.0,
            "end": 1182.96,
            "text": " You test it, of course, first, and then you run it in production, obviously.",
            "tokens": [
                50664,
                509,
                1500,
                309,
                11,
                295,
                1164,
                11,
                700,
                11,
                293,
                550,
                291,
                1190,
                309,
                294,
                4265,
                11,
                2745,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18949467704651204,
            "compression_ratio": 1.6396396396396395,
            "no_speech_prob": 0.0019388198852539062,
            "words": [
                {
                    "start": 1178.0,
                    "end": 1178.28,
                    "word": " You",
                    "probability": 0.89013671875
                },
                {
                    "start": 1178.28,
                    "end": 1178.56,
                    "word": " test",
                    "probability": 0.7958984375
                },
                {
                    "start": 1178.56,
                    "end": 1178.7,
                    "word": " it",
                    "probability": 0.90576171875
                },
                {
                    "start": 1178.7,
                    "end": 1178.8,
                    "word": ",",
                    "probability": 0.52099609375
                },
                {
                    "start": 1178.8,
                    "end": 1178.84,
                    "word": " of",
                    "probability": 0.89404296875
                },
                {
                    "start": 1178.84,
                    "end": 1179.02,
                    "word": " course",
                    "probability": 0.86962890625
                },
                {
                    "start": 1179.02,
                    "end": 1179.16,
                    "word": ",",
                    "probability": 0.89697265625
                },
                {
                    "start": 1179.16,
                    "end": 1179.6,
                    "word": " first",
                    "probability": 0.81689453125
                },
                {
                    "start": 1179.6,
                    "end": 1180.3,
                    "word": ",",
                    "probability": 0.473876953125
                },
                {
                    "start": 1180.3,
                    "end": 1180.92,
                    "word": " and",
                    "probability": 0.88525390625
                },
                {
                    "start": 1180.92,
                    "end": 1181.04,
                    "word": " then",
                    "probability": 0.7236328125
                },
                {
                    "start": 1181.04,
                    "end": 1181.2,
                    "word": " you",
                    "probability": 0.88623046875
                },
                {
                    "start": 1181.2,
                    "end": 1181.4,
                    "word": " run",
                    "probability": 0.91015625
                },
                {
                    "start": 1181.4,
                    "end": 1181.52,
                    "word": " it",
                    "probability": 0.908203125
                },
                {
                    "start": 1181.52,
                    "end": 1181.68,
                    "word": " in",
                    "probability": 0.90673828125
                },
                {
                    "start": 1181.68,
                    "end": 1182.02,
                    "word": " production",
                    "probability": 0.8486328125
                },
                {
                    "start": 1182.02,
                    "end": 1182.24,
                    "word": ",",
                    "probability": 0.58251953125
                },
                {
                    "start": 1182.24,
                    "end": 1182.48,
                    "word": " obviously",
                    "probability": 0.77197265625
                },
                {
                    "start": 1182.48,
                    "end": 1182.96,
                    "word": ".",
                    "probability": 0.990234375
                }
            ]
        },
        {
            "id": 171,
            "seek": 117468,
            "start": 1184.54,
            "end": 1189.06,
            "text": " And one of the steps in here also is defining the cadence of testing.",
            "tokens": [
                50964,
                400,
                472,
                295,
                264,
                4439,
                294,
                510,
                611,
                307,
                17827,
                264,
                46109,
                295,
                4997,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18949467704651204,
            "compression_ratio": 1.6396396396396395,
            "no_speech_prob": 0.0019388198852539062,
            "words": [
                {
                    "start": 1184.54,
                    "end": 1184.74,
                    "word": " And",
                    "probability": 0.0299224853515625
                },
                {
                    "start": 1184.74,
                    "end": 1185.22,
                    "word": " one",
                    "probability": 0.81982421875
                },
                {
                    "start": 1185.22,
                    "end": 1185.34,
                    "word": " of",
                    "probability": 0.89892578125
                },
                {
                    "start": 1185.34,
                    "end": 1185.46,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 1185.46,
                    "end": 1185.7,
                    "word": " steps",
                    "probability": 0.712890625
                },
                {
                    "start": 1185.7,
                    "end": 1185.92,
                    "word": " in",
                    "probability": 0.904296875
                },
                {
                    "start": 1185.92,
                    "end": 1186.14,
                    "word": " here",
                    "probability": 0.8115234375
                },
                {
                    "start": 1186.14,
                    "end": 1186.44,
                    "word": " also",
                    "probability": 0.80517578125
                },
                {
                    "start": 1186.44,
                    "end": 1186.7,
                    "word": " is",
                    "probability": 0.8994140625
                },
                {
                    "start": 1186.7,
                    "end": 1187.16,
                    "word": " defining",
                    "probability": 0.708984375
                },
                {
                    "start": 1187.16,
                    "end": 1187.46,
                    "word": " the",
                    "probability": 0.82421875
                },
                {
                    "start": 1187.46,
                    "end": 1187.86,
                    "word": " cadence",
                    "probability": 0.90234375
                },
                {
                    "start": 1187.86,
                    "end": 1188.56,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1188.56,
                    "end": 1188.94,
                    "word": " testing",
                    "probability": 0.70849609375
                },
                {
                    "start": 1188.94,
                    "end": 1189.06,
                    "word": ".",
                    "probability": 0.96240234375
                }
            ]
        },
        {
            "id": 172,
            "seek": 117468,
            "start": 1189.06,
            "end": 1196.94,
            "text": " So, do you want to do this hourly, daily, monthly, whatever your preference is, and the timing between all these techniques.",
            "tokens": [
                51214,
                407,
                11,
                360,
                291,
                528,
                281,
                360,
                341,
                48364,
                11,
                5212,
                11,
                12878,
                11,
                2035,
                428,
                17502,
                307,
                11,
                293,
                264,
                10822,
                1296,
                439,
                613,
                7512,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18949467704651204,
            "compression_ratio": 1.6396396396396395,
            "no_speech_prob": 0.0019388198852539062,
            "words": [
                {
                    "start": 1189.06,
                    "end": 1189.14,
                    "word": " So",
                    "probability": 0.7998046875
                },
                {
                    "start": 1189.14,
                    "end": 1189.2,
                    "word": ",",
                    "probability": 0.1614990234375
                },
                {
                    "start": 1189.2,
                    "end": 1189.24,
                    "word": " do",
                    "probability": 0.88330078125
                },
                {
                    "start": 1189.24,
                    "end": 1189.34,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 1189.34,
                    "end": 1189.52,
                    "word": " want",
                    "probability": 0.810546875
                },
                {
                    "start": 1189.52,
                    "end": 1189.64,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1189.64,
                    "end": 1189.84,
                    "word": " do",
                    "probability": 0.8994140625
                },
                {
                    "start": 1189.84,
                    "end": 1190.14,
                    "word": " this",
                    "probability": 0.7841796875
                },
                {
                    "start": 1190.14,
                    "end": 1190.54,
                    "word": " hourly",
                    "probability": 0.86865234375
                },
                {
                    "start": 1190.54,
                    "end": 1190.76,
                    "word": ",",
                    "probability": 0.97412109375
                },
                {
                    "start": 1190.76,
                    "end": 1191.08,
                    "word": " daily",
                    "probability": 0.81689453125
                },
                {
                    "start": 1191.08,
                    "end": 1191.36,
                    "word": ",",
                    "probability": 0.99462890625
                },
                {
                    "start": 1191.36,
                    "end": 1191.66,
                    "word": " monthly",
                    "probability": 0.79541015625
                },
                {
                    "start": 1191.66,
                    "end": 1192.54,
                    "word": ",",
                    "probability": 0.8837890625
                },
                {
                    "start": 1192.54,
                    "end": 1193.3,
                    "word": " whatever",
                    "probability": 0.8232421875
                },
                {
                    "start": 1193.3,
                    "end": 1193.96,
                    "word": " your",
                    "probability": 0.79052734375
                },
                {
                    "start": 1193.96,
                    "end": 1194.3,
                    "word": " preference",
                    "probability": 0.63525390625
                },
                {
                    "start": 1194.3,
                    "end": 1194.64,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 1194.64,
                    "end": 1194.68,
                    "word": ",",
                    "probability": 0.65283203125
                },
                {
                    "start": 1194.68,
                    "end": 1194.8,
                    "word": " and",
                    "probability": 0.89599609375
                },
                {
                    "start": 1194.8,
                    "end": 1194.94,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 1194.94,
                    "end": 1195.2,
                    "word": " timing",
                    "probability": 0.7451171875
                },
                {
                    "start": 1195.2,
                    "end": 1195.7,
                    "word": " between",
                    "probability": 0.763671875
                },
                {
                    "start": 1195.7,
                    "end": 1196.14,
                    "word": " all",
                    "probability": 0.89697265625
                },
                {
                    "start": 1196.14,
                    "end": 1196.36,
                    "word": " these",
                    "probability": 0.68115234375
                },
                {
                    "start": 1196.36,
                    "end": 1196.74,
                    "word": " techniques",
                    "probability": 0.849609375
                },
                {
                    "start": 1196.74,
                    "end": 1196.94,
                    "word": ".",
                    "probability": 0.55029296875
                }
            ]
        },
        {
            "id": 173,
            "seek": 120202,
            "start": 1196.94,
            "end": 1202.18,
            "text": " Do you want to run it within, I don't know, 10 minutes? Do you want it to take an hour?",
            "tokens": [
                50364,
                1144,
                291,
                528,
                281,
                1190,
                309,
                1951,
                11,
                286,
                500,
                380,
                458,
                11,
                1266,
                2077,
                30,
                1144,
                291,
                528,
                309,
                281,
                747,
                364,
                1773,
                30,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1196.94,
                    "end": 1197.12,
                    "word": " Do",
                    "probability": 0.3359375
                },
                {
                    "start": 1197.12,
                    "end": 1197.24,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 1197.24,
                    "end": 1197.42,
                    "word": " want",
                    "probability": 0.75048828125
                },
                {
                    "start": 1197.42,
                    "end": 1197.52,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 1197.52,
                    "end": 1197.74,
                    "word": " run",
                    "probability": 0.89794921875
                },
                {
                    "start": 1197.74,
                    "end": 1197.9,
                    "word": " it",
                    "probability": 0.90576171875
                },
                {
                    "start": 1197.9,
                    "end": 1198.34,
                    "word": " within",
                    "probability": 0.78173828125
                },
                {
                    "start": 1198.34,
                    "end": 1198.6,
                    "word": ",",
                    "probability": 0.482177734375
                },
                {
                    "start": 1198.6,
                    "end": 1199.26,
                    "word": " I",
                    "probability": 0.974609375
                },
                {
                    "start": 1199.26,
                    "end": 1199.36,
                    "word": " don't",
                    "probability": 0.9052734375
                },
                {
                    "start": 1199.36,
                    "end": 1199.48,
                    "word": " know",
                    "probability": 0.8134765625
                },
                {
                    "start": 1199.48,
                    "end": 1199.48,
                    "word": ",",
                    "probability": 0.92626953125
                },
                {
                    "start": 1199.48,
                    "end": 1199.66,
                    "word": " 10",
                    "probability": 0.7294921875
                },
                {
                    "start": 1199.66,
                    "end": 1200.08,
                    "word": " minutes",
                    "probability": 0.8857421875
                },
                {
                    "start": 1200.08,
                    "end": 1200.18,
                    "word": "?",
                    "probability": 0.80908203125
                },
                {
                    "start": 1200.18,
                    "end": 1200.28,
                    "word": " Do",
                    "probability": 0.90478515625
                },
                {
                    "start": 1200.28,
                    "end": 1200.36,
                    "word": " you",
                    "probability": 0.89208984375
                },
                {
                    "start": 1200.36,
                    "end": 1200.52,
                    "word": " want",
                    "probability": 0.80615234375
                },
                {
                    "start": 1200.52,
                    "end": 1200.98,
                    "word": " it",
                    "probability": 0.759765625
                },
                {
                    "start": 1200.98,
                    "end": 1201.12,
                    "word": " to",
                    "probability": 0.8935546875
                },
                {
                    "start": 1201.12,
                    "end": 1201.32,
                    "word": " take",
                    "probability": 0.8134765625
                },
                {
                    "start": 1201.32,
                    "end": 1201.48,
                    "word": " an",
                    "probability": 0.90771484375
                },
                {
                    "start": 1201.48,
                    "end": 1201.74,
                    "word": " hour",
                    "probability": 0.89013671875
                },
                {
                    "start": 1201.74,
                    "end": 1202.18,
                    "word": "?",
                    "probability": 0.955078125
                }
            ]
        },
        {
            "id": 174,
            "seek": 120202,
            "start": 1202.76,
            "end": 1205.56,
            "text": " This can also impact your detection rules, right?",
            "tokens": [
                50614,
                639,
                393,
                611,
                2712,
                428,
                17784,
                4474,
                11,
                558,
                30,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1202.76,
                    "end": 1202.96,
                    "word": " This",
                    "probability": 0.61279296875
                },
                {
                    "start": 1202.96,
                    "end": 1203.38,
                    "word": " can",
                    "probability": 0.8798828125
                },
                {
                    "start": 1203.38,
                    "end": 1203.62,
                    "word": " also",
                    "probability": 0.81591796875
                },
                {
                    "start": 1203.62,
                    "end": 1204.08,
                    "word": " impact",
                    "probability": 0.8662109375
                },
                {
                    "start": 1204.08,
                    "end": 1204.4,
                    "word": " your",
                    "probability": 0.80322265625
                },
                {
                    "start": 1204.4,
                    "end": 1204.9,
                    "word": " detection",
                    "probability": 0.744140625
                },
                {
                    "start": 1204.9,
                    "end": 1205.28,
                    "word": " rules",
                    "probability": 0.69189453125
                },
                {
                    "start": 1205.28,
                    "end": 1205.36,
                    "word": ",",
                    "probability": 0.64892578125
                },
                {
                    "start": 1205.36,
                    "end": 1205.52,
                    "word": " right",
                    "probability": 0.72900390625
                },
                {
                    "start": 1205.52,
                    "end": 1205.56,
                    "word": "?",
                    "probability": 0.8388671875
                }
            ]
        },
        {
            "id": 175,
            "seek": 120202,
            "start": 1205.56,
            "end": 1210.36,
            "text": " So, you need to vary this a little bit on and off whenever you do this.",
            "tokens": [
                50814,
                407,
                11,
                291,
                643,
                281,
                10559,
                341,
                257,
                707,
                857,
                322,
                293,
                766,
                5699,
                291,
                360,
                341,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1205.56,
                    "end": 1205.68,
                    "word": " So",
                    "probability": 0.86328125
                },
                {
                    "start": 1205.68,
                    "end": 1205.74,
                    "word": ",",
                    "probability": 0.4013671875
                },
                {
                    "start": 1205.74,
                    "end": 1206.0,
                    "word": " you",
                    "probability": 0.86328125
                },
                {
                    "start": 1206.0,
                    "end": 1206.22,
                    "word": " need",
                    "probability": 0.8095703125
                },
                {
                    "start": 1206.22,
                    "end": 1206.36,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1206.36,
                    "end": 1206.64,
                    "word": " vary",
                    "probability": 0.89306640625
                },
                {
                    "start": 1206.64,
                    "end": 1206.96,
                    "word": " this",
                    "probability": 0.85888671875
                },
                {
                    "start": 1207.1,
                    "end": 1207.24,
                    "word": " a little",
                    "probability": 0.8046875
                },
                {
                    "start": 1207.24,
                    "end": 1207.58,
                    "word": " bit",
                    "probability": 0.89501953125
                },
                {
                    "start": 1207.58,
                    "end": 1207.9,
                    "word": " on",
                    "probability": 0.82080078125
                },
                {
                    "start": 1207.9,
                    "end": 1208.06,
                    "word": " and",
                    "probability": 0.88330078125
                },
                {
                    "start": 1208.06,
                    "end": 1208.32,
                    "word": " off",
                    "probability": 0.80615234375
                },
                {
                    "start": 1208.32,
                    "end": 1209.14,
                    "word": " whenever",
                    "probability": 0.814453125
                },
                {
                    "start": 1209.14,
                    "end": 1209.4,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1209.4,
                    "end": 1209.58,
                    "word": " do",
                    "probability": 0.9052734375
                },
                {
                    "start": 1209.58,
                    "end": 1209.92,
                    "word": " this",
                    "probability": 0.87548828125
                },
                {
                    "start": 1209.92,
                    "end": 1210.36,
                    "word": ".",
                    "probability": 0.94287109375
                }
            ]
        },
        {
            "id": 176,
            "seek": 120202,
            "start": 1210.46,
            "end": 1215.76,
            "text": " And then, of course, you need to report and validate all of your outcomes.",
            "tokens": [
                51014,
                400,
                550,
                11,
                295,
                1164,
                11,
                291,
                643,
                281,
                2275,
                293,
                29562,
                439,
                295,
                428,
                10070,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1210.46,
                    "end": 1210.5,
                    "word": " And",
                    "probability": 0.6962890625
                },
                {
                    "start": 1210.5,
                    "end": 1210.64,
                    "word": " then",
                    "probability": 0.673828125
                },
                {
                    "start": 1210.64,
                    "end": 1210.72,
                    "word": ",",
                    "probability": 0.61474609375
                },
                {
                    "start": 1210.72,
                    "end": 1210.8,
                    "word": " of",
                    "probability": 0.912109375
                },
                {
                    "start": 1210.8,
                    "end": 1211.06,
                    "word": " course",
                    "probability": 0.8642578125
                },
                {
                    "start": 1211.06,
                    "end": 1211.46,
                    "word": ",",
                    "probability": 0.9892578125
                },
                {
                    "start": 1211.46,
                    "end": 1211.66,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1211.66,
                    "end": 1211.8,
                    "word": " need",
                    "probability": 0.80859375
                },
                {
                    "start": 1211.8,
                    "end": 1211.92,
                    "word": " to",
                    "probability": 0.8642578125
                },
                {
                    "start": 1211.92,
                    "end": 1212.32,
                    "word": " report",
                    "probability": 0.85791015625
                },
                {
                    "start": 1212.32,
                    "end": 1213.16,
                    "word": " and",
                    "probability": 0.88525390625
                },
                {
                    "start": 1213.16,
                    "end": 1213.6,
                    "word": " validate",
                    "probability": 0.849609375
                },
                {
                    "start": 1213.6,
                    "end": 1214.18,
                    "word": " all",
                    "probability": 0.89453125
                },
                {
                    "start": 1214.18,
                    "end": 1215.04,
                    "word": " of",
                    "probability": 0.85595703125
                },
                {
                    "start": 1215.04,
                    "end": 1215.16,
                    "word": " your",
                    "probability": 0.80615234375
                },
                {
                    "start": 1215.16,
                    "end": 1215.58,
                    "word": " outcomes",
                    "probability": 0.6640625
                },
                {
                    "start": 1215.58,
                    "end": 1215.76,
                    "word": ".",
                    "probability": 0.9404296875
                }
            ]
        },
        {
            "id": 177,
            "seek": 120202,
            "start": 1215.76,
            "end": 1218.94,
            "text": " So, you want to know which test you ran.",
            "tokens": [
                51314,
                407,
                11,
                291,
                528,
                281,
                458,
                597,
                1500,
                291,
                5872,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1215.76,
                    "end": 1215.9,
                    "word": " So",
                    "probability": 0.83837890625
                },
                {
                    "start": 1215.9,
                    "end": 1216.46,
                    "word": ",",
                    "probability": 0.9306640625
                },
                {
                    "start": 1216.46,
                    "end": 1216.94,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 1216.94,
                    "end": 1217.12,
                    "word": " want",
                    "probability": 0.8017578125
                },
                {
                    "start": 1217.12,
                    "end": 1217.22,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1217.22,
                    "end": 1217.42,
                    "word": " know",
                    "probability": 0.81591796875
                },
                {
                    "start": 1217.42,
                    "end": 1217.66,
                    "word": " which",
                    "probability": 0.908203125
                },
                {
                    "start": 1217.66,
                    "end": 1217.98,
                    "word": " test",
                    "probability": 0.62548828125
                },
                {
                    "start": 1217.98,
                    "end": 1218.18,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1218.18,
                    "end": 1218.58,
                    "word": " ran",
                    "probability": 0.91064453125
                },
                {
                    "start": 1218.58,
                    "end": 1218.94,
                    "word": ".",
                    "probability": 0.6640625
                }
            ]
        },
        {
            "id": 178,
            "seek": 120202,
            "start": 1218.94,
            "end": 1224.28,
            "text": " You want to know the results of each individual test, whether it was successful or not.",
            "tokens": [
                51464,
                509,
                528,
                281,
                458,
                264,
                3542,
                295,
                1184,
                2609,
                1500,
                11,
                1968,
                309,
                390,
                4406,
                420,
                406,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18321350190491803,
            "compression_ratio": 1.6653225806451613,
            "no_speech_prob": 0.06988525390625,
            "words": [
                {
                    "start": 1218.94,
                    "end": 1219.12,
                    "word": " You",
                    "probability": 0.8896484375
                },
                {
                    "start": 1219.12,
                    "end": 1219.26,
                    "word": " want",
                    "probability": 0.81103515625
                },
                {
                    "start": 1219.26,
                    "end": 1219.36,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 1219.36,
                    "end": 1219.52,
                    "word": " know",
                    "probability": 0.810546875
                },
                {
                    "start": 1219.52,
                    "end": 1219.7,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 1219.7,
                    "end": 1220.18,
                    "word": " results",
                    "probability": 0.6982421875
                },
                {
                    "start": 1220.18,
                    "end": 1220.6,
                    "word": " of",
                    "probability": 0.88623046875
                },
                {
                    "start": 1220.6,
                    "end": 1221.08,
                    "word": " each",
                    "probability": 0.85498046875
                },
                {
                    "start": 1221.08,
                    "end": 1221.62,
                    "word": " individual",
                    "probability": 0.7529296875
                },
                {
                    "start": 1221.62,
                    "end": 1222.04,
                    "word": " test",
                    "probability": 0.80908203125
                },
                {
                    "start": 1222.04,
                    "end": 1222.1,
                    "word": ",",
                    "probability": 0.87353515625
                },
                {
                    "start": 1222.1,
                    "end": 1222.26,
                    "word": " whether",
                    "probability": 0.83837890625
                },
                {
                    "start": 1222.26,
                    "end": 1222.52,
                    "word": " it",
                    "probability": 0.740234375
                },
                {
                    "start": 1222.52,
                    "end": 1222.74,
                    "word": " was",
                    "probability": 0.900390625
                },
                {
                    "start": 1222.74,
                    "end": 1223.22,
                    "word": " successful",
                    "probability": 0.77294921875
                },
                {
                    "start": 1223.22,
                    "end": 1223.52,
                    "word": " or",
                    "probability": 0.900390625
                },
                {
                    "start": 1223.52,
                    "end": 1223.84,
                    "word": " not",
                    "probability": 0.890625
                },
                {
                    "start": 1223.84,
                    "end": 1224.28,
                    "word": ".",
                    "probability": 0.99072265625
                }
            ]
        },
        {
            "id": 179,
            "seek": 122980,
            "start": 1224.28,
            "end": 1228.54,
            "text": " You want to know the commands that were executed or the tools that were launched,",
            "tokens": [
                50364,
                509,
                528,
                281,
                458,
                264,
                16901,
                300,
                645,
                17577,
                420,
                264,
                3873,
                300,
                645,
                8730,
                11,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21280420775962086,
            "compression_ratio": 1.755639097744361,
            "no_speech_prob": 0.002201080322265625,
            "words": [
                {
                    "start": 1224.28,
                    "end": 1224.78,
                    "word": " You",
                    "probability": 0.72412109375
                },
                {
                    "start": 1224.78,
                    "end": 1224.94,
                    "word": " want",
                    "probability": 0.70166015625
                },
                {
                    "start": 1224.94,
                    "end": 1225.04,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 1225.04,
                    "end": 1225.18,
                    "word": " know",
                    "probability": 0.8125
                },
                {
                    "start": 1225.18,
                    "end": 1225.34,
                    "word": " the",
                    "probability": 0.7626953125
                },
                {
                    "start": 1225.34,
                    "end": 1225.9,
                    "word": " commands",
                    "probability": 0.72412109375
                },
                {
                    "start": 1225.9,
                    "end": 1226.16,
                    "word": " that",
                    "probability": 0.84423828125
                },
                {
                    "start": 1226.16,
                    "end": 1226.32,
                    "word": " were",
                    "probability": 0.88525390625
                },
                {
                    "start": 1226.32,
                    "end": 1226.92,
                    "word": " executed",
                    "probability": 0.890625
                },
                {
                    "start": 1226.92,
                    "end": 1227.3,
                    "word": " or",
                    "probability": 0.65625
                },
                {
                    "start": 1227.3,
                    "end": 1227.52,
                    "word": " the",
                    "probability": 0.77392578125
                },
                {
                    "start": 1227.52,
                    "end": 1227.82,
                    "word": " tools",
                    "probability": 0.79052734375
                },
                {
                    "start": 1227.82,
                    "end": 1227.98,
                    "word": " that",
                    "probability": 0.86474609375
                },
                {
                    "start": 1227.98,
                    "end": 1228.1,
                    "word": " were",
                    "probability": 0.8818359375
                },
                {
                    "start": 1228.1,
                    "end": 1228.54,
                    "word": " launched",
                    "probability": 0.82861328125
                },
                {
                    "start": 1228.54,
                    "end": 1228.54,
                    "word": ",",
                    "probability": 0.2030029296875
                }
            ]
        },
        {
            "id": 180,
            "seek": 122980,
            "start": 1228.54,
            "end": 1234.8,
            "text": " or all the relevant information that a blue team needs, including the time that it actually happened.",
            "tokens": [
                50564,
                420,
                439,
                264,
                7340,
                1589,
                300,
                257,
                3344,
                1469,
                2203,
                11,
                3009,
                264,
                565,
                300,
                309,
                767,
                2011,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21280420775962086,
            "compression_ratio": 1.755639097744361,
            "no_speech_prob": 0.002201080322265625,
            "words": [
                {
                    "start": 1228.54,
                    "end": 1228.78,
                    "word": " or",
                    "probability": 0.84521484375
                },
                {
                    "start": 1228.78,
                    "end": 1229.08,
                    "word": " all",
                    "probability": 0.87841796875
                },
                {
                    "start": 1229.08,
                    "end": 1229.24,
                    "word": " the",
                    "probability": 0.8037109375
                },
                {
                    "start": 1229.24,
                    "end": 1230.36,
                    "word": " relevant",
                    "probability": 0.8203125
                },
                {
                    "start": 1230.36,
                    "end": 1231.06,
                    "word": " information",
                    "probability": 0.7197265625
                },
                {
                    "start": 1231.06,
                    "end": 1231.32,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 1231.46,
                    "end": 1231.6,
                    "word": " a blue",
                    "probability": 0.5615234375
                },
                {
                    "start": 1231.6,
                    "end": 1231.84,
                    "word": " team",
                    "probability": 0.91845703125
                },
                {
                    "start": 1231.84,
                    "end": 1232.2,
                    "word": " needs",
                    "probability": 0.71826171875
                },
                {
                    "start": 1232.2,
                    "end": 1232.26,
                    "word": ",",
                    "probability": 0.85791015625
                },
                {
                    "start": 1232.26,
                    "end": 1232.6,
                    "word": " including",
                    "probability": 0.78125
                },
                {
                    "start": 1232.6,
                    "end": 1232.86,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1232.86,
                    "end": 1233.24,
                    "word": " time",
                    "probability": 0.802734375
                },
                {
                    "start": 1233.24,
                    "end": 1233.46,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 1233.46,
                    "end": 1233.58,
                    "word": " it",
                    "probability": 0.89990234375
                },
                {
                    "start": 1233.58,
                    "end": 1233.88,
                    "word": " actually",
                    "probability": 0.79443359375
                },
                {
                    "start": 1233.88,
                    "end": 1234.32,
                    "word": " happened",
                    "probability": 0.56494140625
                },
                {
                    "start": 1234.32,
                    "end": 1234.8,
                    "word": ".",
                    "probability": 0.9794921875
                }
            ]
        },
        {
            "id": 181,
            "seek": 122980,
            "start": 1234.98,
            "end": 1240.44,
            "text": " If they didn't detect it, they need to be improving their detection, so they need this data.",
            "tokens": [
                50864,
                759,
                436,
                994,
                380,
                5531,
                309,
                11,
                436,
                643,
                281,
                312,
                11470,
                641,
                17784,
                11,
                370,
                436,
                643,
                341,
                1412,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21280420775962086,
            "compression_ratio": 1.755639097744361,
            "no_speech_prob": 0.002201080322265625,
            "words": [
                {
                    "start": 1234.98,
                    "end": 1235.38,
                    "word": " If",
                    "probability": 0.896484375
                },
                {
                    "start": 1235.38,
                    "end": 1235.66,
                    "word": " they",
                    "probability": 0.7314453125
                },
                {
                    "start": 1235.66,
                    "end": 1235.92,
                    "word": " didn't",
                    "probability": 0.926513671875
                },
                {
                    "start": 1235.92,
                    "end": 1236.3,
                    "word": " detect",
                    "probability": 0.916015625
                },
                {
                    "start": 1236.3,
                    "end": 1236.48,
                    "word": " it",
                    "probability": 0.90234375
                },
                {
                    "start": 1236.48,
                    "end": 1236.54,
                    "word": ",",
                    "probability": 0.97216796875
                },
                {
                    "start": 1236.54,
                    "end": 1236.64,
                    "word": " they",
                    "probability": 0.72509765625
                },
                {
                    "start": 1236.64,
                    "end": 1236.82,
                    "word": " need",
                    "probability": 0.80517578125
                },
                {
                    "start": 1236.82,
                    "end": 1236.94,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1236.94,
                    "end": 1237.2,
                    "word": " be",
                    "probability": 0.89990234375
                },
                {
                    "start": 1237.2,
                    "end": 1237.66,
                    "word": " improving",
                    "probability": 0.88232421875
                },
                {
                    "start": 1237.66,
                    "end": 1237.88,
                    "word": " their",
                    "probability": 0.8828125
                },
                {
                    "start": 1237.88,
                    "end": 1238.24,
                    "word": " detection",
                    "probability": 0.66748046875
                },
                {
                    "start": 1238.24,
                    "end": 1238.46,
                    "word": ",",
                    "probability": 0.491455078125
                },
                {
                    "start": 1238.46,
                    "end": 1238.56,
                    "word": " so",
                    "probability": 0.9033203125
                },
                {
                    "start": 1238.56,
                    "end": 1238.8,
                    "word": " they",
                    "probability": 0.73486328125
                },
                {
                    "start": 1238.8,
                    "end": 1239.42,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1239.42,
                    "end": 1239.66,
                    "word": " this",
                    "probability": 0.87744140625
                },
                {
                    "start": 1239.66,
                    "end": 1239.96,
                    "word": " data",
                    "probability": 0.82080078125
                },
                {
                    "start": 1239.96,
                    "end": 1240.44,
                    "word": ".",
                    "probability": 0.98974609375
                }
            ]
        },
        {
            "id": 182,
            "seek": 122980,
            "start": 1240.84,
            "end": 1247.7,
            "text": " And, of course, ideally, you also want to have your alerts or your incident tickets or all kinds of telemetry",
            "tokens": [
                51164,
                400,
                11,
                295,
                1164,
                11,
                22915,
                11,
                291,
                611,
                528,
                281,
                362,
                428,
                28061,
                420,
                428,
                9348,
                12628,
                420,
                439,
                3685,
                295,
                4304,
                5537,
                627,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21280420775962086,
            "compression_ratio": 1.755639097744361,
            "no_speech_prob": 0.002201080322265625,
            "words": [
                {
                    "start": 1240.84,
                    "end": 1240.9,
                    "word": " And",
                    "probability": 0.382568359375
                },
                {
                    "start": 1240.9,
                    "end": 1241.02,
                    "word": ",",
                    "probability": 0.1888427734375
                },
                {
                    "start": 1241.02,
                    "end": 1241.04,
                    "word": " of",
                    "probability": 0.8955078125
                },
                {
                    "start": 1241.04,
                    "end": 1241.2,
                    "word": " course",
                    "probability": 0.86474609375
                },
                {
                    "start": 1241.2,
                    "end": 1241.28,
                    "word": ",",
                    "probability": 0.99072265625
                },
                {
                    "start": 1241.28,
                    "end": 1241.56,
                    "word": " ideally",
                    "probability": 0.798828125
                },
                {
                    "start": 1241.56,
                    "end": 1241.7,
                    "word": ",",
                    "probability": 0.5869140625
                },
                {
                    "start": 1241.7,
                    "end": 1241.76,
                    "word": " you",
                    "probability": 0.8818359375
                },
                {
                    "start": 1241.76,
                    "end": 1241.96,
                    "word": " also",
                    "probability": 0.80712890625
                },
                {
                    "start": 1241.96,
                    "end": 1242.16,
                    "word": " want",
                    "probability": 0.8154296875
                },
                {
                    "start": 1242.16,
                    "end": 1242.24,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 1242.24,
                    "end": 1242.44,
                    "word": " have",
                    "probability": 0.88037109375
                },
                {
                    "start": 1242.44,
                    "end": 1242.82,
                    "word": " your",
                    "probability": 0.7958984375
                },
                {
                    "start": 1242.82,
                    "end": 1243.54,
                    "word": " alerts",
                    "probability": 0.7548828125
                },
                {
                    "start": 1243.54,
                    "end": 1243.7,
                    "word": " or",
                    "probability": 0.75537109375
                },
                {
                    "start": 1243.7,
                    "end": 1243.84,
                    "word": " your",
                    "probability": 0.56298828125
                },
                {
                    "start": 1243.84,
                    "end": 1244.2,
                    "word": " incident",
                    "probability": 0.85986328125
                },
                {
                    "start": 1244.2,
                    "end": 1245.02,
                    "word": " tickets",
                    "probability": 0.7978515625
                },
                {
                    "start": 1245.02,
                    "end": 1245.48,
                    "word": " or",
                    "probability": 0.68798828125
                },
                {
                    "start": 1245.48,
                    "end": 1246.0,
                    "word": " all",
                    "probability": 0.90283203125
                },
                {
                    "start": 1246.0,
                    "end": 1246.34,
                    "word": " kinds",
                    "probability": 0.8056640625
                },
                {
                    "start": 1246.34,
                    "end": 1246.66,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1246.66,
                    "end": 1247.7,
                    "word": " telemetry",
                    "probability": 0.9352213541666666
                }
            ]
        },
        {
            "id": 183,
            "seek": 122980,
            "start": 1247.7,
            "end": 1252.06,
            "text": " that you can combine in the report where you can show the full end-to-end cycle,",
            "tokens": [
                51514,
                300,
                291,
                393,
                10432,
                294,
                264,
                2275,
                689,
                291,
                393,
                855,
                264,
                1577,
                917,
                12,
                1353,
                12,
                521,
                6586,
                11,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21280420775962086,
            "compression_ratio": 1.755639097744361,
            "no_speech_prob": 0.002201080322265625,
            "words": [
                {
                    "start": 1247.7,
                    "end": 1247.9,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 1247.9,
                    "end": 1248.02,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 1248.02,
                    "end": 1248.2,
                    "word": " can",
                    "probability": 0.900390625
                },
                {
                    "start": 1248.2,
                    "end": 1248.62,
                    "word": " combine",
                    "probability": 0.923828125
                },
                {
                    "start": 1248.62,
                    "end": 1248.8,
                    "word": " in",
                    "probability": 0.60107421875
                },
                {
                    "start": 1248.8,
                    "end": 1248.92,
                    "word": " the",
                    "probability": 0.734375
                },
                {
                    "start": 1248.92,
                    "end": 1249.32,
                    "word": " report",
                    "probability": 0.8505859375
                },
                {
                    "start": 1249.32,
                    "end": 1249.52,
                    "word": " where",
                    "probability": 0.5751953125
                },
                {
                    "start": 1249.52,
                    "end": 1249.64,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1249.64,
                    "end": 1249.8,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 1249.8,
                    "end": 1250.2,
                    "word": " show",
                    "probability": 0.7802734375
                },
                {
                    "start": 1250.2,
                    "end": 1250.56,
                    "word": " the",
                    "probability": 0.78564453125
                },
                {
                    "start": 1250.56,
                    "end": 1250.94,
                    "word": " full",
                    "probability": 0.8310546875
                },
                {
                    "start": 1250.94,
                    "end": 1251.22,
                    "word": " end",
                    "probability": 0.779296875
                },
                {
                    "start": 1251.22,
                    "end": 1251.4,
                    "word": "-to",
                    "probability": 0.924072265625
                },
                {
                    "start": 1251.4,
                    "end": 1251.52,
                    "word": "-end",
                    "probability": 0.949951171875
                },
                {
                    "start": 1251.52,
                    "end": 1251.94,
                    "word": " cycle",
                    "probability": 0.9169921875
                },
                {
                    "start": 1251.94,
                    "end": 1252.06,
                    "word": ",",
                    "probability": 0.489501953125
                }
            ]
        },
        {
            "id": 184,
            "seek": 125612,
            "start": 1252.06,
            "end": 1262.18,
            "text": " where you executed something, you did detect it, and it was actually also picked up by the team properly or not.",
            "tokens": [
                50364,
                689,
                291,
                17577,
                746,
                11,
                291,
                630,
                5531,
                309,
                11,
                293,
                309,
                390,
                767,
                611,
                6183,
                493,
                538,
                264,
                1469,
                6108,
                420,
                406,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21269531156867744,
            "compression_ratio": 1.5116279069767442,
            "no_speech_prob": 0.05621337890625,
            "words": [
                {
                    "start": 1252.06,
                    "end": 1252.14,
                    "word": " where",
                    "probability": 0.640625
                },
                {
                    "start": 1252.14,
                    "end": 1252.26,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 1252.26,
                    "end": 1252.72,
                    "word": " executed",
                    "probability": 0.87890625
                },
                {
                    "start": 1252.72,
                    "end": 1253.42,
                    "word": " something",
                    "probability": 0.7314453125
                },
                {
                    "start": 1253.42,
                    "end": 1254.14,
                    "word": ",",
                    "probability": 0.76123046875
                },
                {
                    "start": 1254.14,
                    "end": 1254.52,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 1254.52,
                    "end": 1255.44,
                    "word": " did",
                    "probability": 0.90380859375
                },
                {
                    "start": 1255.44,
                    "end": 1255.88,
                    "word": " detect",
                    "probability": 0.85791015625
                },
                {
                    "start": 1255.88,
                    "end": 1256.16,
                    "word": " it",
                    "probability": 0.91064453125
                },
                {
                    "start": 1256.16,
                    "end": 1256.24,
                    "word": ",",
                    "probability": 0.345458984375
                },
                {
                    "start": 1256.24,
                    "end": 1256.36,
                    "word": " and",
                    "probability": 0.892578125
                },
                {
                    "start": 1256.36,
                    "end": 1256.48,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 1256.48,
                    "end": 1256.62,
                    "word": " was",
                    "probability": 0.89208984375
                },
                {
                    "start": 1256.62,
                    "end": 1256.94,
                    "word": " actually",
                    "probability": 0.7978515625
                },
                {
                    "start": 1256.94,
                    "end": 1257.32,
                    "word": " also",
                    "probability": 0.8193359375
                },
                {
                    "start": 1257.32,
                    "end": 1257.7,
                    "word": " picked",
                    "probability": 0.74658203125
                },
                {
                    "start": 1257.7,
                    "end": 1257.94,
                    "word": " up",
                    "probability": 0.90185546875
                },
                {
                    "start": 1257.94,
                    "end": 1258.16,
                    "word": " by",
                    "probability": 0.90283203125
                },
                {
                    "start": 1258.16,
                    "end": 1258.78,
                    "word": " the",
                    "probability": 0.80126953125
                },
                {
                    "start": 1258.78,
                    "end": 1259.08,
                    "word": " team",
                    "probability": 0.88232421875
                },
                {
                    "start": 1259.08,
                    "end": 1261.04,
                    "word": " properly",
                    "probability": 0.6298828125
                },
                {
                    "start": 1261.04,
                    "end": 1261.3,
                    "word": " or",
                    "probability": 0.87744140625
                },
                {
                    "start": 1261.3,
                    "end": 1261.62,
                    "word": " not",
                    "probability": 0.88916015625
                },
                {
                    "start": 1261.62,
                    "end": 1262.18,
                    "word": ".",
                    "probability": 0.95458984375
                }
            ]
        },
        {
            "id": 185,
            "seek": 125612,
            "start": 1262.52,
            "end": 1269.26,
            "text": " So, whether they actually flagged it as a true positive is also a very important measure.",
            "tokens": [
                50864,
                407,
                11,
                1968,
                436,
                767,
                7166,
                3004,
                309,
                382,
                257,
                2074,
                3353,
                307,
                611,
                257,
                588,
                1021,
                3481,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21269531156867744,
            "compression_ratio": 1.5116279069767442,
            "no_speech_prob": 0.05621337890625,
            "words": [
                {
                    "start": 1262.52,
                    "end": 1262.88,
                    "word": " So",
                    "probability": 0.7392578125
                },
                {
                    "start": 1262.88,
                    "end": 1263.08,
                    "word": ",",
                    "probability": 0.236083984375
                },
                {
                    "start": 1263.08,
                    "end": 1263.26,
                    "word": " whether",
                    "probability": 0.7607421875
                },
                {
                    "start": 1263.26,
                    "end": 1263.7,
                    "word": " they",
                    "probability": 0.73486328125
                },
                {
                    "start": 1263.7,
                    "end": 1264.46,
                    "word": " actually",
                    "probability": 0.7578125
                },
                {
                    "start": 1264.46,
                    "end": 1266.0,
                    "word": " flagged",
                    "probability": 0.891845703125
                },
                {
                    "start": 1266.0,
                    "end": 1266.08,
                    "word": " it",
                    "probability": 0.8974609375
                },
                {
                    "start": 1266.08,
                    "end": 1266.22,
                    "word": " as",
                    "probability": 0.90478515625
                },
                {
                    "start": 1266.34,
                    "end": 1266.48,
                    "word": " a true",
                    "probability": 0.9072265625
                },
                {
                    "start": 1266.48,
                    "end": 1266.86,
                    "word": " positive",
                    "probability": 0.82470703125
                },
                {
                    "start": 1266.86,
                    "end": 1267.1,
                    "word": " is",
                    "probability": 0.81103515625
                },
                {
                    "start": 1267.1,
                    "end": 1267.36,
                    "word": " also",
                    "probability": 0.82177734375
                },
                {
                    "start": 1267.6,
                    "end": 1267.86,
                    "word": " a very",
                    "probability": 0.7470703125
                },
                {
                    "start": 1267.86,
                    "end": 1268.32,
                    "word": " important",
                    "probability": 0.7822265625
                },
                {
                    "start": 1268.32,
                    "end": 1268.7,
                    "word": " measure",
                    "probability": 0.7978515625
                },
                {
                    "start": 1268.7,
                    "end": 1269.26,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 186,
            "seek": 125612,
            "start": 1270.24,
            "end": 1274.04,
            "text": " Yep. I want to follow up on the scoping piece that you were mentioning,",
            "tokens": [
                51264,
                7010,
                13,
                286,
                528,
                281,
                1524,
                493,
                322,
                264,
                795,
                26125,
                2522,
                300,
                291,
                645,
                18315,
                11,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21269531156867744,
            "compression_ratio": 1.5116279069767442,
            "no_speech_prob": 0.05621337890625,
            "words": [
                {
                    "start": 1270.24,
                    "end": 1270.8,
                    "word": " Yep",
                    "probability": 0.04931640625
                },
                {
                    "start": 1270.8,
                    "end": 1271.16,
                    "word": ".",
                    "probability": 0.6669921875
                },
                {
                    "start": 1271.16,
                    "end": 1271.48,
                    "word": " I",
                    "probability": 0.9970703125
                },
                {
                    "start": 1271.48,
                    "end": 1271.62,
                    "word": " want",
                    "probability": 0.45068359375
                },
                {
                    "start": 1271.62,
                    "end": 1271.74,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1271.74,
                    "end": 1271.94,
                    "word": " follow",
                    "probability": 0.83837890625
                },
                {
                    "start": 1271.94,
                    "end": 1272.12,
                    "word": " up",
                    "probability": 0.8681640625
                },
                {
                    "start": 1272.12,
                    "end": 1272.22,
                    "word": " on",
                    "probability": 0.91064453125
                },
                {
                    "start": 1272.22,
                    "end": 1272.4,
                    "word": " the",
                    "probability": 0.66357421875
                },
                {
                    "start": 1272.4,
                    "end": 1272.74,
                    "word": " scoping",
                    "probability": 0.869384765625
                },
                {
                    "start": 1272.74,
                    "end": 1273.08,
                    "word": " piece",
                    "probability": 0.8359375
                },
                {
                    "start": 1273.08,
                    "end": 1273.24,
                    "word": " that",
                    "probability": 0.86669921875
                },
                {
                    "start": 1273.24,
                    "end": 1273.34,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1273.34,
                    "end": 1273.5,
                    "word": " were",
                    "probability": 0.87451171875
                },
                {
                    "start": 1273.5,
                    "end": 1273.9,
                    "word": " mentioning",
                    "probability": 0.7333984375
                },
                {
                    "start": 1273.9,
                    "end": 1274.04,
                    "word": ",",
                    "probability": 0.537109375
                }
            ]
        },
        {
            "id": 187,
            "seek": 125612,
            "start": 1274.04,
            "end": 1278.38,
            "text": " because I feel when executing PRPL team exercises,",
            "tokens": [
                51464,
                570,
                286,
                841,
                562,
                32368,
                11568,
                21593,
                1469,
                11900,
                11,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21269531156867744,
            "compression_ratio": 1.5116279069767442,
            "no_speech_prob": 0.05621337890625,
            "words": [
                {
                    "start": 1274.04,
                    "end": 1274.2,
                    "word": " because",
                    "probability": 0.5693359375
                },
                {
                    "start": 1274.2,
                    "end": 1274.36,
                    "word": " I",
                    "probability": 0.99658203125
                },
                {
                    "start": 1274.36,
                    "end": 1274.64,
                    "word": " feel",
                    "probability": 0.9296875
                },
                {
                    "start": 1274.64,
                    "end": 1275.28,
                    "word": " when",
                    "probability": 0.8408203125
                },
                {
                    "start": 1275.28,
                    "end": 1276.32,
                    "word": " executing",
                    "probability": 0.681640625
                },
                {
                    "start": 1276.32,
                    "end": 1276.64,
                    "word": " PRPL",
                    "probability": 0.73828125
                },
                {
                    "start": 1276.64,
                    "end": 1276.86,
                    "word": " team",
                    "probability": 0.83984375
                },
                {
                    "start": 1276.86,
                    "end": 1277.48,
                    "word": " exercises",
                    "probability": 0.9140625
                },
                {
                    "start": 1277.48,
                    "end": 1278.38,
                    "word": ",",
                    "probability": 0.8173828125
                }
            ]
        },
        {
            "id": 188,
            "seek": 127812,
            "start": 1278.38,
            "end": 1282.44,
            "text": " we really need to think about which parts of our network we're targeting,",
            "tokens": [
                50364,
                321,
                534,
                643,
                281,
                519,
                466,
                597,
                3166,
                295,
                527,
                3209,
                321,
                434,
                17918,
                11,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2004076151744179,
            "compression_ratio": 1.5803571428571428,
            "no_speech_prob": 0.042694091796875,
            "words": [
                {
                    "start": 1278.38,
                    "end": 1279.02,
                    "word": " we",
                    "probability": 0.29541015625
                },
                {
                    "start": 1279.02,
                    "end": 1279.28,
                    "word": " really",
                    "probability": 0.78076171875
                },
                {
                    "start": 1279.28,
                    "end": 1279.54,
                    "word": " need",
                    "probability": 0.81201171875
                },
                {
                    "start": 1279.54,
                    "end": 1279.7,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1279.7,
                    "end": 1279.94,
                    "word": " think",
                    "probability": 0.80322265625
                },
                {
                    "start": 1279.94,
                    "end": 1280.42,
                    "word": " about",
                    "probability": 0.8134765625
                },
                {
                    "start": 1280.42,
                    "end": 1280.98,
                    "word": " which",
                    "probability": 0.44677734375
                },
                {
                    "start": 1280.98,
                    "end": 1281.28,
                    "word": " parts",
                    "probability": 0.7353515625
                },
                {
                    "start": 1281.28,
                    "end": 1281.4,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 1281.4,
                    "end": 1281.52,
                    "word": " our",
                    "probability": 0.82421875
                },
                {
                    "start": 1281.52,
                    "end": 1281.82,
                    "word": " network",
                    "probability": 0.859375
                },
                {
                    "start": 1281.82,
                    "end": 1281.98,
                    "word": " we're",
                    "probability": 0.6185302734375
                },
                {
                    "start": 1281.98,
                    "end": 1282.28,
                    "word": " targeting",
                    "probability": 0.84423828125
                },
                {
                    "start": 1282.28,
                    "end": 1282.44,
                    "word": ",",
                    "probability": 0.28515625
                }
            ]
        },
        {
            "id": 189,
            "seek": 127812,
            "start": 1282.44,
            "end": 1286.52,
            "text": " because you're always running exercises on the same parts of the network.",
            "tokens": [
                50564,
                570,
                291,
                434,
                1009,
                2614,
                11900,
                322,
                264,
                912,
                3166,
                295,
                264,
                3209,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2004076151744179,
            "compression_ratio": 1.5803571428571428,
            "no_speech_prob": 0.042694091796875,
            "words": [
                {
                    "start": 1282.44,
                    "end": 1282.62,
                    "word": " because",
                    "probability": 0.8271484375
                },
                {
                    "start": 1282.62,
                    "end": 1282.84,
                    "word": " you're",
                    "probability": 0.91943359375
                },
                {
                    "start": 1282.84,
                    "end": 1283.1,
                    "word": " always",
                    "probability": 0.77001953125
                },
                {
                    "start": 1283.1,
                    "end": 1283.4,
                    "word": " running",
                    "probability": 0.8798828125
                },
                {
                    "start": 1283.4,
                    "end": 1284.06,
                    "word": " exercises",
                    "probability": 0.880859375
                },
                {
                    "start": 1284.06,
                    "end": 1284.34,
                    "word": " on",
                    "probability": 0.57421875
                },
                {
                    "start": 1284.34,
                    "end": 1284.72,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 1284.72,
                    "end": 1285.1,
                    "word": " same",
                    "probability": 0.80712890625
                },
                {
                    "start": 1285.1,
                    "end": 1285.46,
                    "word": " parts",
                    "probability": 0.73583984375
                },
                {
                    "start": 1285.46,
                    "end": 1285.58,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 1285.58,
                    "end": 1285.72,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 1285.72,
                    "end": 1286.0,
                    "word": " network",
                    "probability": 0.85302734375
                },
                {
                    "start": 1286.0,
                    "end": 1286.52,
                    "word": ".",
                    "probability": 0.8330078125
                }
            ]
        },
        {
            "id": 190,
            "seek": 127812,
            "start": 1286.68,
            "end": 1289.7,
            "text": " Again, we're going to go back to the same issue as before.",
            "tokens": [
                50764,
                3764,
                11,
                321,
                434,
                516,
                281,
                352,
                646,
                281,
                264,
                912,
                2734,
                382,
                949,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2004076151744179,
            "compression_ratio": 1.5803571428571428,
            "no_speech_prob": 0.042694091796875,
            "words": [
                {
                    "start": 1286.68,
                    "end": 1287.2,
                    "word": " Again",
                    "probability": 0.828125
                },
                {
                    "start": 1287.2,
                    "end": 1287.3,
                    "word": ",",
                    "probability": 0.970703125
                },
                {
                    "start": 1287.3,
                    "end": 1287.7,
                    "word": " we're",
                    "probability": 0.925537109375
                },
                {
                    "start": 1287.7,
                    "end": 1287.84,
                    "word": " going",
                    "probability": 0.420654296875
                },
                {
                    "start": 1287.84,
                    "end": 1287.92,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1287.92,
                    "end": 1288.06,
                    "word": " go",
                    "probability": 0.8916015625
                },
                {
                    "start": 1288.06,
                    "end": 1288.26,
                    "word": " back",
                    "probability": 0.8193359375
                },
                {
                    "start": 1288.26,
                    "end": 1288.38,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1288.38,
                    "end": 1288.52,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 1288.52,
                    "end": 1288.74,
                    "word": " same",
                    "probability": 0.8125
                },
                {
                    "start": 1288.74,
                    "end": 1289.04,
                    "word": " issue",
                    "probability": 0.625
                },
                {
                    "start": 1289.04,
                    "end": 1289.18,
                    "word": " as",
                    "probability": 0.8916015625
                },
                {
                    "start": 1289.18,
                    "end": 1289.52,
                    "word": " before",
                    "probability": 0.7978515625
                },
                {
                    "start": 1289.52,
                    "end": 1289.7,
                    "word": ".",
                    "probability": 0.716796875
                }
            ]
        },
        {
            "id": 191,
            "seek": 127812,
            "start": 1289.7,
            "end": 1293.98,
            "text": " How do you know if things are working end-to-end across your environment?",
            "tokens": [
                50914,
                1012,
                360,
                291,
                458,
                498,
                721,
                366,
                1364,
                917,
                12,
                1353,
                12,
                521,
                2108,
                428,
                2823,
                30,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2004076151744179,
            "compression_ratio": 1.5803571428571428,
            "no_speech_prob": 0.042694091796875,
            "words": [
                {
                    "start": 1289.7,
                    "end": 1289.82,
                    "word": " How",
                    "probability": 0.8935546875
                },
                {
                    "start": 1289.82,
                    "end": 1289.98,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 1289.98,
                    "end": 1290.1,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 1290.1,
                    "end": 1290.32,
                    "word": " know",
                    "probability": 0.8095703125
                },
                {
                    "start": 1290.32,
                    "end": 1290.52,
                    "word": " if",
                    "probability": 0.90869140625
                },
                {
                    "start": 1290.52,
                    "end": 1290.74,
                    "word": " things",
                    "probability": 0.72607421875
                },
                {
                    "start": 1290.74,
                    "end": 1290.88,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 1290.88,
                    "end": 1291.22,
                    "word": " working",
                    "probability": 0.7314453125
                },
                {
                    "start": 1291.22,
                    "end": 1291.78,
                    "word": " end",
                    "probability": 0.73876953125
                },
                {
                    "start": 1291.78,
                    "end": 1291.96,
                    "word": "-to",
                    "probability": 0.7484130859375
                },
                {
                    "start": 1291.96,
                    "end": 1292.24,
                    "word": "-end",
                    "probability": 0.94970703125
                },
                {
                    "start": 1292.24,
                    "end": 1292.9,
                    "word": " across",
                    "probability": 0.67724609375
                },
                {
                    "start": 1292.9,
                    "end": 1293.16,
                    "word": " your",
                    "probability": 0.73583984375
                },
                {
                    "start": 1293.16,
                    "end": 1293.62,
                    "word": " environment",
                    "probability": 0.78076171875
                },
                {
                    "start": 1293.62,
                    "end": 1293.98,
                    "word": "?",
                    "probability": 0.54638671875
                }
            ]
        },
        {
            "id": 192,
            "seek": 127812,
            "start": 1293.98,
            "end": 1300.38,
            "text": " So, there needs to be a little bit of randomness on that scoping as well.",
            "tokens": [
                51114,
                407,
                11,
                456,
                2203,
                281,
                312,
                257,
                707,
                857,
                295,
                4974,
                1287,
                322,
                300,
                795,
                26125,
                382,
                731,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2004076151744179,
            "compression_ratio": 1.5803571428571428,
            "no_speech_prob": 0.042694091796875,
            "words": [
                {
                    "start": 1293.98,
                    "end": 1294.42,
                    "word": " So",
                    "probability": 0.626953125
                },
                {
                    "start": 1294.42,
                    "end": 1294.58,
                    "word": ",",
                    "probability": 0.191650390625
                },
                {
                    "start": 1294.58,
                    "end": 1294.58,
                    "word": " there",
                    "probability": 0.85595703125
                },
                {
                    "start": 1294.58,
                    "end": 1295.24,
                    "word": " needs",
                    "probability": 0.69384765625
                },
                {
                    "start": 1295.24,
                    "end": 1295.38,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 1295.38,
                    "end": 1295.56,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1295.92,
                    "end": 1296.16,
                    "word": " a little",
                    "probability": 0.7919921875
                },
                {
                    "start": 1296.16,
                    "end": 1296.3,
                    "word": " bit",
                    "probability": 0.84521484375
                },
                {
                    "start": 1296.3,
                    "end": 1296.48,
                    "word": " of",
                    "probability": 0.88671875
                },
                {
                    "start": 1296.48,
                    "end": 1297.26,
                    "word": " randomness",
                    "probability": 0.861328125
                },
                {
                    "start": 1297.26,
                    "end": 1297.72,
                    "word": " on",
                    "probability": 0.90283203125
                },
                {
                    "start": 1297.72,
                    "end": 1298.12,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 1298.12,
                    "end": 1299.26,
                    "word": " scoping",
                    "probability": 0.900634765625
                },
                {
                    "start": 1299.26,
                    "end": 1299.6,
                    "word": " as",
                    "probability": 0.84228515625
                },
                {
                    "start": 1299.6,
                    "end": 1299.86,
                    "word": " well",
                    "probability": 0.8798828125
                },
                {
                    "start": 1299.86,
                    "end": 1300.38,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 193,
            "seek": 130810,
            "start": 1303.04,
            "end": 1306.78,
            "text": " Totally. Yeah, you should also start thinking about,",
            "tokens": [
                50414,
                22837,
                13,
                865,
                11,
                291,
                820,
                611,
                722,
                1953,
                466,
                11,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1303.04,
                    "end": 1303.68,
                    "word": " Totally",
                    "probability": 0.07025146484375
                },
                {
                    "start": 1303.68,
                    "end": 1304.32,
                    "word": ".",
                    "probability": 0.7568359375
                },
                {
                    "start": 1304.52,
                    "end": 1304.72,
                    "word": " Yeah",
                    "probability": 0.62451171875
                },
                {
                    "start": 1304.72,
                    "end": 1304.78,
                    "word": ",",
                    "probability": 0.73681640625
                },
                {
                    "start": 1304.78,
                    "end": 1304.92,
                    "word": " you",
                    "probability": 0.8291015625
                },
                {
                    "start": 1304.92,
                    "end": 1305.1,
                    "word": " should",
                    "probability": 0.921875
                },
                {
                    "start": 1305.1,
                    "end": 1305.34,
                    "word": " also",
                    "probability": 0.8388671875
                },
                {
                    "start": 1305.34,
                    "end": 1305.78,
                    "word": " start",
                    "probability": 0.87890625
                },
                {
                    "start": 1305.78,
                    "end": 1306.36,
                    "word": " thinking",
                    "probability": 0.744140625
                },
                {
                    "start": 1306.36,
                    "end": 1306.64,
                    "word": " about",
                    "probability": 0.81787109375
                },
                {
                    "start": 1306.64,
                    "end": 1306.78,
                    "word": ",",
                    "probability": 0.09991455078125
                }
            ]
        },
        {
            "id": 194,
            "seek": 130810,
            "start": 1306.78,
            "end": 1310.42,
            "text": " how do I integrate this into my detection engineering process?",
            "tokens": [
                50564,
                577,
                360,
                286,
                13365,
                341,
                666,
                452,
                17784,
                7043,
                1399,
                30,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1306.78,
                    "end": 1306.92,
                    "word": " how",
                    "probability": 0.69287109375
                },
                {
                    "start": 1306.92,
                    "end": 1307.3,
                    "word": " do",
                    "probability": 0.90283203125
                },
                {
                    "start": 1307.3,
                    "end": 1307.46,
                    "word": " I",
                    "probability": 0.998046875
                },
                {
                    "start": 1307.46,
                    "end": 1307.84,
                    "word": " integrate",
                    "probability": 0.73193359375
                },
                {
                    "start": 1307.84,
                    "end": 1308.18,
                    "word": " this",
                    "probability": 0.86279296875
                },
                {
                    "start": 1308.18,
                    "end": 1308.42,
                    "word": " into",
                    "probability": 0.74072265625
                },
                {
                    "start": 1308.42,
                    "end": 1308.78,
                    "word": " my",
                    "probability": 0.89990234375
                },
                {
                    "start": 1308.78,
                    "end": 1309.18,
                    "word": " detection",
                    "probability": 0.73486328125
                },
                {
                    "start": 1309.18,
                    "end": 1309.72,
                    "word": " engineering",
                    "probability": 0.82080078125
                },
                {
                    "start": 1309.72,
                    "end": 1310.28,
                    "word": " process",
                    "probability": 0.8525390625
                },
                {
                    "start": 1310.28,
                    "end": 1310.42,
                    "word": "?",
                    "probability": 0.84326171875
                }
            ]
        },
        {
            "id": 195,
            "seek": 130810,
            "start": 1310.42,
            "end": 1313.1,
            "text": " And this slide has been shown in multiple variants.",
            "tokens": [
                50764,
                400,
                341,
                4137,
                575,
                668,
                4898,
                294,
                3866,
                21669,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1310.42,
                    "end": 1310.52,
                    "word": " And",
                    "probability": 0.7392578125
                },
                {
                    "start": 1310.52,
                    "end": 1310.7,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 1310.7,
                    "end": 1311.0,
                    "word": " slide",
                    "probability": 0.89013671875
                },
                {
                    "start": 1311.0,
                    "end": 1311.18,
                    "word": " has",
                    "probability": 0.896484375
                },
                {
                    "start": 1311.18,
                    "end": 1311.38,
                    "word": " been",
                    "probability": 0.81787109375
                },
                {
                    "start": 1311.38,
                    "end": 1311.72,
                    "word": " shown",
                    "probability": 0.87890625
                },
                {
                    "start": 1311.72,
                    "end": 1311.96,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 1311.96,
                    "end": 1312.36,
                    "word": " multiple",
                    "probability": 0.75390625
                },
                {
                    "start": 1312.36,
                    "end": 1312.94,
                    "word": " variants",
                    "probability": 0.81640625
                },
                {
                    "start": 1312.94,
                    "end": 1313.1,
                    "word": ".",
                    "probability": 0.91064453125
                }
            ]
        },
        {
            "id": 196,
            "seek": 130810,
            "start": 1313.1,
            "end": 1318.94,
            "text": " I think the first one was built by Jared Atkinson over at Spectrops,",
            "tokens": [
                50864,
                286,
                519,
                264,
                700,
                472,
                390,
                3094,
                538,
                24160,
                1711,
                10277,
                266,
                670,
                412,
                27078,
                49715,
                11,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1313.1,
                    "end": 1313.16,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 1313.16,
                    "end": 1313.32,
                    "word": " think",
                    "probability": 0.80908203125
                },
                {
                    "start": 1313.32,
                    "end": 1313.5,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 1313.5,
                    "end": 1313.74,
                    "word": " first",
                    "probability": 0.81201171875
                },
                {
                    "start": 1313.74,
                    "end": 1314.02,
                    "word": " one",
                    "probability": 0.81640625
                },
                {
                    "start": 1314.02,
                    "end": 1314.42,
                    "word": " was",
                    "probability": 0.888671875
                },
                {
                    "start": 1314.42,
                    "end": 1315.86,
                    "word": " built",
                    "probability": 0.8515625
                },
                {
                    "start": 1315.86,
                    "end": 1316.24,
                    "word": " by",
                    "probability": 0.916015625
                },
                {
                    "start": 1316.24,
                    "end": 1316.74,
                    "word": " Jared",
                    "probability": 0.54833984375
                },
                {
                    "start": 1316.74,
                    "end": 1317.42,
                    "word": " Atkinson",
                    "probability": 0.9459635416666666
                },
                {
                    "start": 1317.42,
                    "end": 1318.14,
                    "word": " over",
                    "probability": 0.8125
                },
                {
                    "start": 1318.14,
                    "end": 1318.34,
                    "word": " at",
                    "probability": 0.90673828125
                },
                {
                    "start": 1318.34,
                    "end": 1318.88,
                    "word": " Spectrops",
                    "probability": 0.4736328125
                },
                {
                    "start": 1318.88,
                    "end": 1318.94,
                    "word": ",",
                    "probability": 0.3798828125
                }
            ]
        },
        {
            "id": 197,
            "seek": 130810,
            "start": 1318.94,
            "end": 1325.98,
            "text": " and it's a really, really nice flow of building detection, new detection rules.",
            "tokens": [
                51164,
                293,
                309,
                311,
                257,
                534,
                11,
                534,
                1481,
                3095,
                295,
                2390,
                17784,
                11,
                777,
                17784,
                4474,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1318.94,
                    "end": 1319.1,
                    "word": " and",
                    "probability": 0.890625
                },
                {
                    "start": 1319.1,
                    "end": 1319.28,
                    "word": " it's",
                    "probability": 0.952392578125
                },
                {
                    "start": 1319.42,
                    "end": 1319.64,
                    "word": " a really",
                    "probability": 0.783203125
                },
                {
                    "start": 1319.64,
                    "end": 1319.78,
                    "word": ",",
                    "probability": 0.91455078125
                },
                {
                    "start": 1319.78,
                    "end": 1319.88,
                    "word": " really",
                    "probability": 0.78173828125
                },
                {
                    "start": 1319.88,
                    "end": 1320.4,
                    "word": " nice",
                    "probability": 0.806640625
                },
                {
                    "start": 1320.4,
                    "end": 1322.08,
                    "word": " flow",
                    "probability": 0.767578125
                },
                {
                    "start": 1322.08,
                    "end": 1322.4,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 1322.4,
                    "end": 1322.72,
                    "word": " building",
                    "probability": 0.79736328125
                },
                {
                    "start": 1322.72,
                    "end": 1323.2,
                    "word": " detection",
                    "probability": 0.5830078125
                },
                {
                    "start": 1323.2,
                    "end": 1323.74,
                    "word": ",",
                    "probability": 0.7880859375
                },
                {
                    "start": 1323.74,
                    "end": 1324.64,
                    "word": " new",
                    "probability": 0.775390625
                },
                {
                    "start": 1324.64,
                    "end": 1325.06,
                    "word": " detection",
                    "probability": 0.7431640625
                },
                {
                    "start": 1325.06,
                    "end": 1325.46,
                    "word": " rules",
                    "probability": 0.72265625
                },
                {
                    "start": 1325.46,
                    "end": 1325.98,
                    "word": ".",
                    "probability": 0.97998046875
                }
            ]
        },
        {
            "id": 198,
            "seek": 130810,
            "start": 1325.98,
            "end": 1332.3,
            "text": " And I only highlighted a few of the steps that are interesting for our current talk,",
            "tokens": [
                51514,
                400,
                286,
                787,
                17173,
                257,
                1326,
                295,
                264,
                4439,
                300,
                366,
                1880,
                337,
                527,
                2190,
                751,
                11,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2189110824742268,
            "compression_ratio": 1.572549019607843,
            "no_speech_prob": 0.0323486328125,
            "words": [
                {
                    "start": 1325.98,
                    "end": 1326.24,
                    "word": " And",
                    "probability": 0.8447265625
                },
                {
                    "start": 1326.24,
                    "end": 1326.48,
                    "word": " I",
                    "probability": 0.99462890625
                },
                {
                    "start": 1326.48,
                    "end": 1327.0,
                    "word": " only",
                    "probability": 0.84375
                },
                {
                    "start": 1327.0,
                    "end": 1327.5,
                    "word": " highlighted",
                    "probability": 0.783203125
                },
                {
                    "start": 1327.76,
                    "end": 1328.0,
                    "word": " a few",
                    "probability": 0.81787109375
                },
                {
                    "start": 1328.0,
                    "end": 1328.52,
                    "word": " of",
                    "probability": 0.841796875
                },
                {
                    "start": 1328.52,
                    "end": 1328.66,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 1328.66,
                    "end": 1328.98,
                    "word": " steps",
                    "probability": 0.71630859375
                },
                {
                    "start": 1328.98,
                    "end": 1329.24,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 1329.24,
                    "end": 1329.6,
                    "word": " are",
                    "probability": 0.8759765625
                },
                {
                    "start": 1329.6,
                    "end": 1330.08,
                    "word": " interesting",
                    "probability": 0.6337890625
                },
                {
                    "start": 1330.08,
                    "end": 1330.5,
                    "word": " for",
                    "probability": 0.89697265625
                },
                {
                    "start": 1330.5,
                    "end": 1331.18,
                    "word": " our",
                    "probability": 0.79296875
                },
                {
                    "start": 1331.18,
                    "end": 1331.76,
                    "word": " current",
                    "probability": 0.7783203125
                },
                {
                    "start": 1331.76,
                    "end": 1332.02,
                    "word": " talk",
                    "probability": 0.7802734375
                },
                {
                    "start": 1332.02,
                    "end": 1332.3,
                    "word": ",",
                    "probability": 0.60546875
                }
            ]
        },
        {
            "id": 199,
            "seek": 133556,
            "start": 1332.3,
            "end": 1335.18,
            "text": " because, of course, you need to be working on all these steps",
            "tokens": [
                50364,
                570,
                11,
                295,
                1164,
                11,
                291,
                643,
                281,
                312,
                1364,
                322,
                439,
                613,
                4439,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1332.3,
                    "end": 1332.3,
                    "word": " because",
                    "probability": 0.0076904296875
                },
                {
                    "start": 1332.3,
                    "end": 1332.34,
                    "word": ",",
                    "probability": 0.07122802734375
                },
                {
                    "start": 1332.34,
                    "end": 1332.36,
                    "word": " of",
                    "probability": 0.875
                },
                {
                    "start": 1332.36,
                    "end": 1332.48,
                    "word": " course",
                    "probability": 0.86572265625
                },
                {
                    "start": 1332.48,
                    "end": 1332.56,
                    "word": ",",
                    "probability": 0.8876953125
                },
                {
                    "start": 1332.56,
                    "end": 1332.62,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 1332.62,
                    "end": 1332.76,
                    "word": " need",
                    "probability": 0.810546875
                },
                {
                    "start": 1332.76,
                    "end": 1332.88,
                    "word": " to",
                    "probability": 0.8974609375
                },
                {
                    "start": 1332.88,
                    "end": 1333.22,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1333.22,
                    "end": 1334.26,
                    "word": " working",
                    "probability": 0.71875
                },
                {
                    "start": 1334.26,
                    "end": 1334.5,
                    "word": " on",
                    "probability": 0.91064453125
                },
                {
                    "start": 1334.5,
                    "end": 1334.68,
                    "word": " all",
                    "probability": 0.8955078125
                },
                {
                    "start": 1334.68,
                    "end": 1334.88,
                    "word": " these",
                    "probability": 0.662109375
                },
                {
                    "start": 1334.88,
                    "end": 1335.18,
                    "word": " steps",
                    "probability": 0.7294921875
                }
            ]
        },
        {
            "id": 200,
            "seek": 133556,
            "start": 1335.18,
            "end": 1338.46,
            "text": " that you can now probably hardly read by intention.",
            "tokens": [
                50514,
                300,
                291,
                393,
                586,
                1391,
                13572,
                1401,
                538,
                7789,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1335.18,
                    "end": 1335.42,
                    "word": " that",
                    "probability": 0.86181640625
                },
                {
                    "start": 1335.42,
                    "end": 1335.54,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 1335.54,
                    "end": 1335.7,
                    "word": " can",
                    "probability": 0.89111328125
                },
                {
                    "start": 1335.7,
                    "end": 1335.92,
                    "word": " now",
                    "probability": 0.88134765625
                },
                {
                    "start": 1335.92,
                    "end": 1336.38,
                    "word": " probably",
                    "probability": 0.85888671875
                },
                {
                    "start": 1336.38,
                    "end": 1336.74,
                    "word": " hardly",
                    "probability": 0.7998046875
                },
                {
                    "start": 1336.74,
                    "end": 1337.14,
                    "word": " read",
                    "probability": 0.81982421875
                },
                {
                    "start": 1337.14,
                    "end": 1337.4,
                    "word": " by",
                    "probability": 0.78955078125
                },
                {
                    "start": 1337.4,
                    "end": 1337.96,
                    "word": " intention",
                    "probability": 0.77880859375
                },
                {
                    "start": 1337.96,
                    "end": 1338.46,
                    "word": ".",
                    "probability": 0.87548828125
                }
            ]
        },
        {
            "id": 201,
            "seek": 133556,
            "start": 1338.76,
            "end": 1341.52,
            "text": " But in the first phase, when you start thinking of,",
            "tokens": [
                50664,
                583,
                294,
                264,
                700,
                5574,
                11,
                562,
                291,
                722,
                1953,
                295,
                11,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1338.76,
                    "end": 1339.02,
                    "word": " But",
                    "probability": 0.8515625
                },
                {
                    "start": 1339.02,
                    "end": 1339.32,
                    "word": " in",
                    "probability": 0.86328125
                },
                {
                    "start": 1339.32,
                    "end": 1339.46,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 1339.46,
                    "end": 1339.72,
                    "word": " first",
                    "probability": 0.814453125
                },
                {
                    "start": 1339.72,
                    "end": 1340.06,
                    "word": " phase",
                    "probability": 0.85986328125
                },
                {
                    "start": 1340.06,
                    "end": 1340.1,
                    "word": ",",
                    "probability": 0.7216796875
                },
                {
                    "start": 1340.1,
                    "end": 1340.24,
                    "word": " when",
                    "probability": 0.80126953125
                },
                {
                    "start": 1340.24,
                    "end": 1340.36,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1340.36,
                    "end": 1340.7,
                    "word": " start",
                    "probability": 0.8740234375
                },
                {
                    "start": 1340.7,
                    "end": 1341.1,
                    "word": " thinking",
                    "probability": 0.74365234375
                },
                {
                    "start": 1341.1,
                    "end": 1341.36,
                    "word": " of",
                    "probability": 0.869140625
                },
                {
                    "start": 1341.36,
                    "end": 1341.52,
                    "word": ",",
                    "probability": 0.81591796875
                }
            ]
        },
        {
            "id": 202,
            "seek": 133556,
            "start": 1341.52,
            "end": 1344.38,
            "text": " okay, what do I actually want to add as a detection?",
            "tokens": [
                50814,
                1392,
                11,
                437,
                360,
                286,
                767,
                528,
                281,
                909,
                382,
                257,
                17784,
                30,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1341.52,
                    "end": 1341.6,
                    "word": " okay",
                    "probability": 0.418701171875
                },
                {
                    "start": 1341.6,
                    "end": 1341.7,
                    "word": ",",
                    "probability": 0.96728515625
                },
                {
                    "start": 1341.7,
                    "end": 1341.84,
                    "word": " what",
                    "probability": 0.744140625
                },
                {
                    "start": 1341.84,
                    "end": 1342.18,
                    "word": " do",
                    "probability": 0.90234375
                },
                {
                    "start": 1342.18,
                    "end": 1342.36,
                    "word": " I",
                    "probability": 0.98876953125
                },
                {
                    "start": 1342.36,
                    "end": 1342.66,
                    "word": " actually",
                    "probability": 0.76611328125
                },
                {
                    "start": 1342.66,
                    "end": 1342.88,
                    "word": " want",
                    "probability": 0.6884765625
                },
                {
                    "start": 1342.88,
                    "end": 1342.98,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1342.98,
                    "end": 1343.24,
                    "word": " add",
                    "probability": 0.82275390625
                },
                {
                    "start": 1343.24,
                    "end": 1343.4,
                    "word": " as",
                    "probability": 0.8984375
                },
                {
                    "start": 1343.5,
                    "end": 1343.88,
                    "word": " a detection",
                    "probability": 0.71240234375
                },
                {
                    "start": 1343.88,
                    "end": 1344.38,
                    "word": "?",
                    "probability": 0.456787109375
                }
            ]
        },
        {
            "id": 203,
            "seek": 133556,
            "start": 1344.68,
            "end": 1348.4,
            "text": " You're already looking at threat intel, industry reports.",
            "tokens": [
                50964,
                509,
                434,
                1217,
                1237,
                412,
                4734,
                24777,
                11,
                3518,
                7122,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1344.68,
                    "end": 1344.98,
                    "word": " You're",
                    "probability": 0.9140625
                },
                {
                    "start": 1344.98,
                    "end": 1345.28,
                    "word": " already",
                    "probability": 0.82861328125
                },
                {
                    "start": 1345.28,
                    "end": 1345.6,
                    "word": " looking",
                    "probability": 0.81103515625
                },
                {
                    "start": 1345.6,
                    "end": 1345.8,
                    "word": " at",
                    "probability": 0.91357421875
                },
                {
                    "start": 1345.8,
                    "end": 1346.04,
                    "word": " threat",
                    "probability": 0.7451171875
                },
                {
                    "start": 1346.04,
                    "end": 1346.62,
                    "word": " intel",
                    "probability": 0.73486328125
                },
                {
                    "start": 1346.62,
                    "end": 1346.88,
                    "word": ",",
                    "probability": 0.74658203125
                },
                {
                    "start": 1346.88,
                    "end": 1347.2,
                    "word": " industry",
                    "probability": 0.751953125
                },
                {
                    "start": 1347.2,
                    "end": 1347.9,
                    "word": " reports",
                    "probability": 0.791015625
                },
                {
                    "start": 1347.9,
                    "end": 1348.4,
                    "word": ".",
                    "probability": 0.716796875
                }
            ]
        },
        {
            "id": 204,
            "seek": 133556,
            "start": 1348.84,
            "end": 1353.84,
            "text": " You might also have your internal red team or an external red team that you can consult.",
            "tokens": [
                51164,
                509,
                1062,
                611,
                362,
                428,
                6920,
                2182,
                1469,
                420,
                364,
                8320,
                2182,
                1469,
                300,
                291,
                393,
                7189,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1348.84,
                    "end": 1349.06,
                    "word": " You",
                    "probability": 0.89794921875
                },
                {
                    "start": 1349.06,
                    "end": 1349.34,
                    "word": " might",
                    "probability": 0.8115234375
                },
                {
                    "start": 1349.34,
                    "end": 1349.84,
                    "word": " also",
                    "probability": 0.8212890625
                },
                {
                    "start": 1349.84,
                    "end": 1350.58,
                    "word": " have",
                    "probability": 0.88232421875
                },
                {
                    "start": 1350.58,
                    "end": 1350.78,
                    "word": " your",
                    "probability": 0.81201171875
                },
                {
                    "start": 1350.78,
                    "end": 1351.12,
                    "word": " internal",
                    "probability": 0.73046875
                },
                {
                    "start": 1351.12,
                    "end": 1351.42,
                    "word": " red",
                    "probability": 0.51611328125
                },
                {
                    "start": 1351.42,
                    "end": 1351.72,
                    "word": " team",
                    "probability": 0.90234375
                },
                {
                    "start": 1351.72,
                    "end": 1351.96,
                    "word": " or",
                    "probability": 0.822265625
                },
                {
                    "start": 1351.96,
                    "end": 1352.1,
                    "word": " an",
                    "probability": 0.8916015625
                },
                {
                    "start": 1352.1,
                    "end": 1352.44,
                    "word": " external",
                    "probability": 0.8154296875
                },
                {
                    "start": 1352.44,
                    "end": 1352.76,
                    "word": " red",
                    "probability": 0.810546875
                },
                {
                    "start": 1352.76,
                    "end": 1352.92,
                    "word": " team",
                    "probability": 0.91064453125
                },
                {
                    "start": 1352.92,
                    "end": 1353.06,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 1353.06,
                    "end": 1353.16,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1353.16,
                    "end": 1353.3,
                    "word": " can",
                    "probability": 0.88671875
                },
                {
                    "start": 1353.3,
                    "end": 1353.7,
                    "word": " consult",
                    "probability": 0.93017578125
                },
                {
                    "start": 1353.7,
                    "end": 1353.84,
                    "word": ".",
                    "probability": 0.62060546875
                }
            ]
        },
        {
            "id": 205,
            "seek": 133556,
            "start": 1353.84,
            "end": 1355.88,
            "text": " So, how can I execute this stuff?",
            "tokens": [
                51414,
                407,
                11,
                577,
                393,
                286,
                14483,
                341,
                1507,
                30,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1353.84,
                    "end": 1353.94,
                    "word": " So",
                    "probability": 0.88671875
                },
                {
                    "start": 1353.94,
                    "end": 1354.06,
                    "word": ",",
                    "probability": 0.14990234375
                },
                {
                    "start": 1354.06,
                    "end": 1354.1,
                    "word": " how",
                    "probability": 0.88525390625
                },
                {
                    "start": 1354.1,
                    "end": 1354.28,
                    "word": " can",
                    "probability": 0.89453125
                },
                {
                    "start": 1354.28,
                    "end": 1354.44,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 1354.44,
                    "end": 1354.82,
                    "word": " execute",
                    "probability": 0.85107421875
                },
                {
                    "start": 1354.82,
                    "end": 1355.12,
                    "word": " this",
                    "probability": 0.87744140625
                },
                {
                    "start": 1355.12,
                    "end": 1355.38,
                    "word": " stuff",
                    "probability": 0.79150390625
                },
                {
                    "start": 1355.38,
                    "end": 1355.88,
                    "word": "?",
                    "probability": 0.98193359375
                }
            ]
        },
        {
            "id": 206,
            "seek": 133556,
            "start": 1356.36,
            "end": 1359.76,
            "text": " And in the next phase, when you start investigating,",
            "tokens": [
                51564,
                400,
                294,
                264,
                958,
                5574,
                11,
                562,
                291,
                722,
                22858,
                11,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2039331897836307,
            "compression_ratio": 1.7121212121212122,
            "no_speech_prob": 0.0015783309936523438,
            "words": [
                {
                    "start": 1356.36,
                    "end": 1356.86,
                    "word": " And",
                    "probability": 0.8701171875
                },
                {
                    "start": 1356.86,
                    "end": 1357.0,
                    "word": " in",
                    "probability": 0.8447265625
                },
                {
                    "start": 1357.0,
                    "end": 1357.16,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 1357.16,
                    "end": 1357.36,
                    "word": " next",
                    "probability": 0.8603515625
                },
                {
                    "start": 1357.36,
                    "end": 1357.68,
                    "word": " phase",
                    "probability": 0.81884765625
                },
                {
                    "start": 1357.68,
                    "end": 1357.84,
                    "word": ",",
                    "probability": 0.8701171875
                },
                {
                    "start": 1357.84,
                    "end": 1358.24,
                    "word": " when",
                    "probability": 0.7890625
                },
                {
                    "start": 1358.24,
                    "end": 1358.42,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1358.42,
                    "end": 1358.68,
                    "word": " start",
                    "probability": 0.8505859375
                },
                {
                    "start": 1358.68,
                    "end": 1359.4,
                    "word": " investigating",
                    "probability": 0.7529296875
                },
                {
                    "start": 1359.4,
                    "end": 1359.76,
                    "word": ",",
                    "probability": 0.92822265625
                }
            ]
        },
        {
            "id": 207,
            "seek": 136346,
            "start": 1359.76,
            "end": 1368.06,
            "text": " you want to investigate as much ways of executing that specific technique that you want to detect.",
            "tokens": [
                50414,
                291,
                528,
                281,
                15013,
                382,
                709,
                2098,
                295,
                32368,
                300,
                2685,
                6532,
                300,
                291,
                528,
                281,
                5531,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19393382002325618,
            "compression_ratio": 1.7156398104265402,
            "no_speech_prob": 0.01506805419921875,
            "words": [
                {
                    "start": 1359.76,
                    "end": 1360.06,
                    "word": " you",
                    "probability": 0.12286376953125
                },
                {
                    "start": 1360.06,
                    "end": 1361.6,
                    "word": " want",
                    "probability": 0.5791015625
                },
                {
                    "start": 1361.6,
                    "end": 1361.9,
                    "word": " to",
                    "probability": 0.90966796875
                },
                {
                    "start": 1361.9,
                    "end": 1362.42,
                    "word": " investigate",
                    "probability": 0.61376953125
                },
                {
                    "start": 1362.42,
                    "end": 1362.68,
                    "word": " as",
                    "probability": 0.9052734375
                },
                {
                    "start": 1362.68,
                    "end": 1362.96,
                    "word": " much",
                    "probability": 0.76611328125
                },
                {
                    "start": 1362.96,
                    "end": 1363.6,
                    "word": " ways",
                    "probability": 0.84033203125
                },
                {
                    "start": 1363.6,
                    "end": 1363.86,
                    "word": " of",
                    "probability": 0.8984375
                },
                {
                    "start": 1363.86,
                    "end": 1364.38,
                    "word": " executing",
                    "probability": 0.71142578125
                },
                {
                    "start": 1364.38,
                    "end": 1364.72,
                    "word": " that",
                    "probability": 0.86669921875
                },
                {
                    "start": 1364.72,
                    "end": 1365.4,
                    "word": " specific",
                    "probability": 0.67138671875
                },
                {
                    "start": 1365.4,
                    "end": 1366.54,
                    "word": " technique",
                    "probability": 0.87890625
                },
                {
                    "start": 1366.54,
                    "end": 1366.76,
                    "word": " that",
                    "probability": 0.86669921875
                },
                {
                    "start": 1366.76,
                    "end": 1366.86,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 1366.86,
                    "end": 1367.02,
                    "word": " want",
                    "probability": 0.7890625
                },
                {
                    "start": 1367.02,
                    "end": 1367.12,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1367.12,
                    "end": 1367.48,
                    "word": " detect",
                    "probability": 0.89208984375
                },
                {
                    "start": 1367.48,
                    "end": 1368.06,
                    "word": ".",
                    "probability": 0.8798828125
                }
            ]
        },
        {
            "id": 208,
            "seek": 136346,
            "start": 1368.56,
            "end": 1376.18,
            "text": " And you also will want to be starting to develop scripts that you can then use in a later phase",
            "tokens": [
                50764,
                400,
                291,
                611,
                486,
                528,
                281,
                312,
                2891,
                281,
                1499,
                23294,
                300,
                291,
                393,
                550,
                764,
                294,
                257,
                1780,
                5574,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19393382002325618,
            "compression_ratio": 1.7156398104265402,
            "no_speech_prob": 0.01506805419921875,
            "words": [
                {
                    "start": 1368.56,
                    "end": 1368.9,
                    "word": " And",
                    "probability": 0.328125
                },
                {
                    "start": 1368.9,
                    "end": 1369.0,
                    "word": " you",
                    "probability": 0.88427734375
                },
                {
                    "start": 1369.0,
                    "end": 1369.34,
                    "word": " also",
                    "probability": 0.80712890625
                },
                {
                    "start": 1369.34,
                    "end": 1369.78,
                    "word": " will",
                    "probability": 0.68310546875
                },
                {
                    "start": 1369.78,
                    "end": 1370.36,
                    "word": " want",
                    "probability": 0.81884765625
                },
                {
                    "start": 1370.36,
                    "end": 1370.48,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1370.48,
                    "end": 1370.64,
                    "word": " be",
                    "probability": 0.89453125
                },
                {
                    "start": 1370.64,
                    "end": 1371.14,
                    "word": " starting",
                    "probability": 0.84130859375
                },
                {
                    "start": 1371.14,
                    "end": 1372.16,
                    "word": " to",
                    "probability": 0.89794921875
                },
                {
                    "start": 1372.16,
                    "end": 1372.76,
                    "word": " develop",
                    "probability": 0.62109375
                },
                {
                    "start": 1372.76,
                    "end": 1373.34,
                    "word": " scripts",
                    "probability": 0.71875
                },
                {
                    "start": 1373.34,
                    "end": 1373.62,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 1373.62,
                    "end": 1373.74,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 1373.74,
                    "end": 1373.88,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 1373.88,
                    "end": 1374.22,
                    "word": " then",
                    "probability": 0.73828125
                },
                {
                    "start": 1374.22,
                    "end": 1375.1,
                    "word": " use",
                    "probability": 0.79931640625
                },
                {
                    "start": 1375.1,
                    "end": 1375.22,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 1375.34,
                    "end": 1375.58,
                    "word": " a later",
                    "probability": 0.8720703125
                },
                {
                    "start": 1375.58,
                    "end": 1376.18,
                    "word": " phase",
                    "probability": 0.8544921875
                }
            ]
        },
        {
            "id": 209,
            "seek": 136346,
            "start": 1376.18,
            "end": 1381.36,
            "text": " to validate all of the detections that you are trying to build in the first place,",
            "tokens": [
                51164,
                281,
                29562,
                439,
                295,
                264,
                5531,
                626,
                300,
                291,
                366,
                1382,
                281,
                1322,
                294,
                264,
                700,
                1081,
                11,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19393382002325618,
            "compression_ratio": 1.7156398104265402,
            "no_speech_prob": 0.01506805419921875,
            "words": [
                {
                    "start": 1376.18,
                    "end": 1376.92,
                    "word": " to",
                    "probability": 0.86962890625
                },
                {
                    "start": 1376.92,
                    "end": 1377.6,
                    "word": " validate",
                    "probability": 0.82763671875
                },
                {
                    "start": 1377.6,
                    "end": 1378.4,
                    "word": " all",
                    "probability": 0.89697265625
                },
                {
                    "start": 1378.4,
                    "end": 1378.54,
                    "word": " of",
                    "probability": 0.8984375
                },
                {
                    "start": 1378.54,
                    "end": 1378.68,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1378.68,
                    "end": 1379.16,
                    "word": " detections",
                    "probability": 0.90771484375
                },
                {
                    "start": 1379.16,
                    "end": 1379.36,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 1379.36,
                    "end": 1379.5,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 1379.5,
                    "end": 1379.74,
                    "word": " are",
                    "probability": 0.7646484375
                },
                {
                    "start": 1379.74,
                    "end": 1380.18,
                    "word": " trying",
                    "probability": 0.80908203125
                },
                {
                    "start": 1380.18,
                    "end": 1380.38,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1380.38,
                    "end": 1380.62,
                    "word": " build",
                    "probability": 0.8603515625
                },
                {
                    "start": 1380.62,
                    "end": 1380.78,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 1380.78,
                    "end": 1380.88,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1380.88,
                    "end": 1381.06,
                    "word": " first",
                    "probability": 0.80810546875
                },
                {
                    "start": 1381.06,
                    "end": 1381.3,
                    "word": " place",
                    "probability": 0.802734375
                },
                {
                    "start": 1381.3,
                    "end": 1381.36,
                    "word": ",",
                    "probability": 0.34765625
                }
            ]
        },
        {
            "id": 210,
            "seek": 136346,
            "start": 1381.36,
            "end": 1387.66,
            "text": " so that you already think a little bit about, how do I repeat this process later on?",
            "tokens": [
                51414,
                370,
                300,
                291,
                1217,
                519,
                257,
                707,
                857,
                466,
                11,
                577,
                360,
                286,
                7149,
                341,
                1399,
                1780,
                322,
                30,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19393382002325618,
            "compression_ratio": 1.7156398104265402,
            "no_speech_prob": 0.01506805419921875,
            "words": [
                {
                    "start": 1381.36,
                    "end": 1381.46,
                    "word": " so",
                    "probability": 0.89208984375
                },
                {
                    "start": 1381.46,
                    "end": 1381.62,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 1381.62,
                    "end": 1381.74,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1381.74,
                    "end": 1382.14,
                    "word": " already",
                    "probability": 0.7998046875
                },
                {
                    "start": 1382.14,
                    "end": 1382.48,
                    "word": " think",
                    "probability": 0.8037109375
                },
                {
                    "start": 1382.64,
                    "end": 1382.78,
                    "word": " a little",
                    "probability": 0.80029296875
                },
                {
                    "start": 1382.78,
                    "end": 1383.0,
                    "word": " bit",
                    "probability": 0.89794921875
                },
                {
                    "start": 1383.0,
                    "end": 1383.36,
                    "word": " about",
                    "probability": 0.81982421875
                },
                {
                    "start": 1383.36,
                    "end": 1383.76,
                    "word": ",",
                    "probability": 0.33154296875
                },
                {
                    "start": 1383.76,
                    "end": 1384.34,
                    "word": " how",
                    "probability": 0.65234375
                },
                {
                    "start": 1384.34,
                    "end": 1384.56,
                    "word": " do",
                    "probability": 0.9033203125
                },
                {
                    "start": 1384.56,
                    "end": 1384.82,
                    "word": " I",
                    "probability": 0.99853515625
                },
                {
                    "start": 1384.82,
                    "end": 1385.54,
                    "word": " repeat",
                    "probability": 0.8369140625
                },
                {
                    "start": 1385.54,
                    "end": 1385.82,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 1385.82,
                    "end": 1386.26,
                    "word": " process",
                    "probability": 0.861328125
                },
                {
                    "start": 1386.26,
                    "end": 1386.64,
                    "word": " later",
                    "probability": 0.88818359375
                },
                {
                    "start": 1386.64,
                    "end": 1387.08,
                    "word": " on",
                    "probability": 0.9091796875
                },
                {
                    "start": 1387.08,
                    "end": 1387.66,
                    "word": "?",
                    "probability": 0.84716796875
                }
            ]
        },
        {
            "id": 211,
            "seek": 139170,
            "start": 1387.66,
            "end": 1393.38,
            "text": " And this is also where you start implementing it in phase four,",
            "tokens": [
                50364,
                400,
                341,
                307,
                611,
                689,
                291,
                722,
                18114,
                309,
                294,
                5574,
                1451,
                11,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22521551415838045,
            "compression_ratio": 1.735042735042735,
            "no_speech_prob": 0.0007348060607910156,
            "words": [
                {
                    "start": 1387.66,
                    "end": 1388.42,
                    "word": " And",
                    "probability": 0.2274169921875
                },
                {
                    "start": 1388.42,
                    "end": 1388.6,
                    "word": " this",
                    "probability": 0.86669921875
                },
                {
                    "start": 1388.6,
                    "end": 1388.72,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 1388.72,
                    "end": 1388.92,
                    "word": " also",
                    "probability": 0.82177734375
                },
                {
                    "start": 1388.92,
                    "end": 1389.18,
                    "word": " where",
                    "probability": 0.89697265625
                },
                {
                    "start": 1389.18,
                    "end": 1389.38,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 1389.38,
                    "end": 1389.82,
                    "word": " start",
                    "probability": 0.8583984375
                },
                {
                    "start": 1389.82,
                    "end": 1391.62,
                    "word": " implementing",
                    "probability": 0.66748046875
                },
                {
                    "start": 1391.62,
                    "end": 1391.94,
                    "word": " it",
                    "probability": 0.9091796875
                },
                {
                    "start": 1391.94,
                    "end": 1392.3,
                    "word": " in",
                    "probability": 0.8896484375
                },
                {
                    "start": 1392.3,
                    "end": 1392.88,
                    "word": " phase",
                    "probability": 0.693359375
                },
                {
                    "start": 1392.88,
                    "end": 1393.24,
                    "word": " four",
                    "probability": 0.65869140625
                },
                {
                    "start": 1393.24,
                    "end": 1393.38,
                    "word": ",",
                    "probability": 0.444091796875
                }
            ]
        },
        {
            "id": 212,
            "seek": 139170,
            "start": 1393.38,
            "end": 1398.88,
            "text": " when you are building your detection rule and actually starting to implement it in production.",
            "tokens": [
                50614,
                562,
                291,
                366,
                2390,
                428,
                17784,
                4978,
                293,
                767,
                2891,
                281,
                4445,
                309,
                294,
                4265,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22521551415838045,
            "compression_ratio": 1.735042735042735,
            "no_speech_prob": 0.0007348060607910156,
            "words": [
                {
                    "start": 1393.38,
                    "end": 1393.52,
                    "word": " when",
                    "probability": 0.483154296875
                },
                {
                    "start": 1393.52,
                    "end": 1393.98,
                    "word": " you",
                    "probability": 0.888671875
                },
                {
                    "start": 1393.98,
                    "end": 1394.2,
                    "word": " are",
                    "probability": 0.822265625
                },
                {
                    "start": 1394.2,
                    "end": 1394.84,
                    "word": " building",
                    "probability": 0.7890625
                },
                {
                    "start": 1394.84,
                    "end": 1395.2,
                    "word": " your",
                    "probability": 0.80126953125
                },
                {
                    "start": 1395.2,
                    "end": 1395.66,
                    "word": " detection",
                    "probability": 0.693359375
                },
                {
                    "start": 1395.66,
                    "end": 1396.04,
                    "word": " rule",
                    "probability": 0.79150390625
                },
                {
                    "start": 1396.04,
                    "end": 1396.26,
                    "word": " and",
                    "probability": 0.82177734375
                },
                {
                    "start": 1396.26,
                    "end": 1396.6,
                    "word": " actually",
                    "probability": 0.775390625
                },
                {
                    "start": 1396.6,
                    "end": 1397.04,
                    "word": " starting",
                    "probability": 0.83056640625
                },
                {
                    "start": 1397.04,
                    "end": 1397.22,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1397.22,
                    "end": 1397.58,
                    "word": " implement",
                    "probability": 0.7958984375
                },
                {
                    "start": 1397.58,
                    "end": 1397.78,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 1397.78,
                    "end": 1397.92,
                    "word": " in",
                    "probability": 0.90869140625
                },
                {
                    "start": 1397.92,
                    "end": 1398.3,
                    "word": " production",
                    "probability": 0.85205078125
                },
                {
                    "start": 1398.3,
                    "end": 1398.88,
                    "word": ".",
                    "probability": 0.548828125
                }
            ]
        },
        {
            "id": 213,
            "seek": 139170,
            "start": 1398.88,
            "end": 1405.72,
            "text": " You also want to start implementing these validation scripts or tools or whatever you've created",
            "tokens": [
                50914,
                509,
                611,
                528,
                281,
                722,
                18114,
                613,
                24071,
                23294,
                420,
                3873,
                420,
                2035,
                291,
                600,
                2942,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22521551415838045,
            "compression_ratio": 1.735042735042735,
            "no_speech_prob": 0.0007348060607910156,
            "words": [
                {
                    "start": 1398.88,
                    "end": 1399.06,
                    "word": " You",
                    "probability": 0.890625
                },
                {
                    "start": 1399.06,
                    "end": 1399.32,
                    "word": " also",
                    "probability": 0.53955078125
                },
                {
                    "start": 1399.32,
                    "end": 1399.56,
                    "word": " want",
                    "probability": 0.51220703125
                },
                {
                    "start": 1399.56,
                    "end": 1400.22,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1400.22,
                    "end": 1400.72,
                    "word": " start",
                    "probability": 0.87890625
                },
                {
                    "start": 1400.72,
                    "end": 1401.36,
                    "word": " implementing",
                    "probability": 0.6767578125
                },
                {
                    "start": 1401.36,
                    "end": 1401.7,
                    "word": " these",
                    "probability": 0.475341796875
                },
                {
                    "start": 1401.7,
                    "end": 1402.28,
                    "word": " validation",
                    "probability": 0.7099609375
                },
                {
                    "start": 1402.28,
                    "end": 1403.02,
                    "word": " scripts",
                    "probability": 0.70068359375
                },
                {
                    "start": 1403.02,
                    "end": 1403.24,
                    "word": " or",
                    "probability": 0.7587890625
                },
                {
                    "start": 1403.24,
                    "end": 1403.66,
                    "word": " tools",
                    "probability": 0.77392578125
                },
                {
                    "start": 1403.66,
                    "end": 1404.2,
                    "word": " or",
                    "probability": 0.7666015625
                },
                {
                    "start": 1404.2,
                    "end": 1404.78,
                    "word": " whatever",
                    "probability": 0.8369140625
                },
                {
                    "start": 1404.78,
                    "end": 1405.3,
                    "word": " you've",
                    "probability": 0.91259765625
                },
                {
                    "start": 1405.3,
                    "end": 1405.72,
                    "word": " created",
                    "probability": 0.744140625
                }
            ]
        },
        {
            "id": 214,
            "seek": 139170,
            "start": 1405.72,
            "end": 1411.78,
            "text": " into the same process, so that you can actually already, from the minute it goes live,",
            "tokens": [
                51264,
                666,
                264,
                912,
                1399,
                11,
                370,
                300,
                291,
                393,
                767,
                1217,
                11,
                490,
                264,
                3456,
                309,
                1709,
                1621,
                11,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22521551415838045,
            "compression_ratio": 1.735042735042735,
            "no_speech_prob": 0.0007348060607910156,
            "words": [
                {
                    "start": 1405.72,
                    "end": 1406.54,
                    "word": " into",
                    "probability": 0.65185546875
                },
                {
                    "start": 1406.54,
                    "end": 1406.76,
                    "word": " the",
                    "probability": 0.59814453125
                },
                {
                    "start": 1406.76,
                    "end": 1407.0,
                    "word": " same",
                    "probability": 0.81982421875
                },
                {
                    "start": 1407.0,
                    "end": 1407.42,
                    "word": " process",
                    "probability": 0.85791015625
                },
                {
                    "start": 1407.42,
                    "end": 1407.5,
                    "word": ",",
                    "probability": 0.195556640625
                },
                {
                    "start": 1407.5,
                    "end": 1407.58,
                    "word": " so",
                    "probability": 0.89599609375
                },
                {
                    "start": 1407.58,
                    "end": 1407.72,
                    "word": " that",
                    "probability": 0.86962890625
                },
                {
                    "start": 1407.72,
                    "end": 1407.84,
                    "word": " you",
                    "probability": 0.8837890625
                },
                {
                    "start": 1407.84,
                    "end": 1408.44,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 1408.44,
                    "end": 1408.82,
                    "word": " actually",
                    "probability": 0.7392578125
                },
                {
                    "start": 1408.82,
                    "end": 1409.62,
                    "word": " already",
                    "probability": 0.75732421875
                },
                {
                    "start": 1409.62,
                    "end": 1410.04,
                    "word": ",",
                    "probability": 0.50244140625
                },
                {
                    "start": 1410.04,
                    "end": 1410.22,
                    "word": " from",
                    "probability": 0.81201171875
                },
                {
                    "start": 1410.22,
                    "end": 1410.46,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1410.46,
                    "end": 1410.74,
                    "word": " minute",
                    "probability": 0.8916015625
                },
                {
                    "start": 1410.74,
                    "end": 1410.94,
                    "word": " it",
                    "probability": 0.89208984375
                },
                {
                    "start": 1410.94,
                    "end": 1411.18,
                    "word": " goes",
                    "probability": 0.841796875
                },
                {
                    "start": 1411.18,
                    "end": 1411.64,
                    "word": " live",
                    "probability": 0.861328125
                },
                {
                    "start": 1411.64,
                    "end": 1411.78,
                    "word": ",",
                    "probability": 0.9375
                }
            ]
        },
        {
            "id": 215,
            "seek": 139170,
            "start": 1411.78,
            "end": 1415.9,
            "text": " start measuring its efficiency, whether it's working correctly,",
            "tokens": [
                51564,
                722,
                13389,
                1080,
                10493,
                11,
                1968,
                309,
                311,
                1364,
                8944,
                11,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22521551415838045,
            "compression_ratio": 1.735042735042735,
            "no_speech_prob": 0.0007348060607910156,
            "words": [
                {
                    "start": 1411.78,
                    "end": 1412.08,
                    "word": " start",
                    "probability": 0.8828125
                },
                {
                    "start": 1412.08,
                    "end": 1412.66,
                    "word": " measuring",
                    "probability": 0.91162109375
                },
                {
                    "start": 1412.66,
                    "end": 1413.06,
                    "word": " its",
                    "probability": 0.712890625
                },
                {
                    "start": 1413.06,
                    "end": 1413.54,
                    "word": " efficiency",
                    "probability": 0.8876953125
                },
                {
                    "start": 1413.54,
                    "end": 1414.22,
                    "word": ",",
                    "probability": 0.74951171875
                },
                {
                    "start": 1414.22,
                    "end": 1414.5,
                    "word": " whether",
                    "probability": 0.83447265625
                },
                {
                    "start": 1414.5,
                    "end": 1414.74,
                    "word": " it's",
                    "probability": 0.95166015625
                },
                {
                    "start": 1414.74,
                    "end": 1415.0,
                    "word": " working",
                    "probability": 0.7373046875
                },
                {
                    "start": 1415.0,
                    "end": 1415.52,
                    "word": " correctly",
                    "probability": 0.86279296875
                },
                {
                    "start": 1415.52,
                    "end": 1415.9,
                    "word": ",",
                    "probability": 0.9833984375
                }
            ]
        },
        {
            "id": 216,
            "seek": 141578,
            "start": 1415.9,
            "end": 1420.82,
            "text": " whether the outcome is actually as you expect it to be.",
            "tokens": [
                50364,
                1968,
                264,
                9700,
                307,
                767,
                382,
                291,
                2066,
                309,
                281,
                312,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20572916613448233,
            "compression_ratio": 1.6571428571428573,
            "no_speech_prob": 0.0173492431640625,
            "words": [
                {
                    "start": 1415.9,
                    "end": 1416.22,
                    "word": " whether",
                    "probability": 0.767578125
                },
                {
                    "start": 1416.22,
                    "end": 1417.72,
                    "word": " the",
                    "probability": 0.63525390625
                },
                {
                    "start": 1417.72,
                    "end": 1418.68,
                    "word": " outcome",
                    "probability": 0.80615234375
                },
                {
                    "start": 1418.68,
                    "end": 1418.86,
                    "word": " is",
                    "probability": 0.86279296875
                },
                {
                    "start": 1418.86,
                    "end": 1419.14,
                    "word": " actually",
                    "probability": 0.77880859375
                },
                {
                    "start": 1419.14,
                    "end": 1419.34,
                    "word": " as",
                    "probability": 0.85302734375
                },
                {
                    "start": 1419.34,
                    "end": 1419.44,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1419.44,
                    "end": 1419.84,
                    "word": " expect",
                    "probability": 0.77197265625
                },
                {
                    "start": 1419.84,
                    "end": 1420.02,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 1420.02,
                    "end": 1420.16,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1420.16,
                    "end": 1420.44,
                    "word": " be",
                    "probability": 0.9072265625
                },
                {
                    "start": 1420.44,
                    "end": 1420.82,
                    "word": ".",
                    "probability": 0.833984375
                }
            ]
        },
        {
            "id": 217,
            "seek": 141578,
            "start": 1420.82,
            "end": 1425.62,
            "text": " And this is, of course, a delicate process where you don't want to be creating detections",
            "tokens": [
                50614,
                400,
                341,
                307,
                11,
                295,
                1164,
                11,
                257,
                21417,
                1399,
                689,
                291,
                500,
                380,
                528,
                281,
                312,
                4084,
                5531,
                626,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20572916613448233,
            "compression_ratio": 1.6571428571428573,
            "no_speech_prob": 0.0173492431640625,
            "words": [
                {
                    "start": 1420.82,
                    "end": 1421.04,
                    "word": " And",
                    "probability": 0.89404296875
                },
                {
                    "start": 1421.04,
                    "end": 1421.18,
                    "word": " this",
                    "probability": 0.8740234375
                },
                {
                    "start": 1421.18,
                    "end": 1421.32,
                    "word": " is",
                    "probability": 0.89111328125
                },
                {
                    "start": 1421.32,
                    "end": 1421.48,
                    "word": ",",
                    "probability": 0.19970703125
                },
                {
                    "start": 1421.48,
                    "end": 1421.5,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 1421.5,
                    "end": 1421.74,
                    "word": " course",
                    "probability": 0.8623046875
                },
                {
                    "start": 1421.74,
                    "end": 1422.06,
                    "word": ",",
                    "probability": 0.921875
                },
                {
                    "start": 1422.32,
                    "end": 1422.84,
                    "word": " a delicate",
                    "probability": 0.763671875
                },
                {
                    "start": 1422.84,
                    "end": 1423.4,
                    "word": " process",
                    "probability": 0.865234375
                },
                {
                    "start": 1423.4,
                    "end": 1423.62,
                    "word": " where",
                    "probability": 0.81982421875
                },
                {
                    "start": 1423.62,
                    "end": 1423.76,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 1423.76,
                    "end": 1424.04,
                    "word": " don't",
                    "probability": 0.945556640625
                },
                {
                    "start": 1424.04,
                    "end": 1424.22,
                    "word": " want",
                    "probability": 0.32958984375
                },
                {
                    "start": 1424.22,
                    "end": 1424.32,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1424.32,
                    "end": 1424.54,
                    "word": " be",
                    "probability": 0.90087890625
                },
                {
                    "start": 1424.54,
                    "end": 1424.96,
                    "word": " creating",
                    "probability": 0.7978515625
                },
                {
                    "start": 1424.96,
                    "end": 1425.62,
                    "word": " detections",
                    "probability": 0.905029296875
                }
            ]
        },
        {
            "id": 218,
            "seek": 141578,
            "start": 1425.62,
            "end": 1428.86,
            "text": " only tailored to your own validation scripts.",
            "tokens": [
                50864,
                787,
                34858,
                281,
                428,
                1065,
                24071,
                23294,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20572916613448233,
            "compression_ratio": 1.6571428571428573,
            "no_speech_prob": 0.0173492431640625,
            "words": [
                {
                    "start": 1425.62,
                    "end": 1425.98,
                    "word": " only",
                    "probability": 0.7939453125
                },
                {
                    "start": 1425.98,
                    "end": 1426.38,
                    "word": " tailored",
                    "probability": 0.77880859375
                },
                {
                    "start": 1426.38,
                    "end": 1426.64,
                    "word": " to",
                    "probability": 0.8251953125
                },
                {
                    "start": 1426.64,
                    "end": 1427.06,
                    "word": " your",
                    "probability": 0.818359375
                },
                {
                    "start": 1427.06,
                    "end": 1427.58,
                    "word": " own",
                    "probability": 0.78515625
                },
                {
                    "start": 1427.58,
                    "end": 1428.24,
                    "word": " validation",
                    "probability": 0.8564453125
                },
                {
                    "start": 1428.24,
                    "end": 1428.72,
                    "word": " scripts",
                    "probability": 0.505859375
                },
                {
                    "start": 1428.72,
                    "end": 1428.86,
                    "word": ".",
                    "probability": 0.97802734375
                }
            ]
        },
        {
            "id": 219,
            "seek": 141578,
            "start": 1428.86,
            "end": 1433.5,
            "text": " So, also these validation scripts need to be maintained, they need to be expanded.",
            "tokens": [
                51014,
                407,
                11,
                611,
                613,
                24071,
                23294,
                643,
                281,
                312,
                17578,
                11,
                436,
                643,
                281,
                312,
                14342,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20572916613448233,
            "compression_ratio": 1.6571428571428573,
            "no_speech_prob": 0.0173492431640625,
            "words": [
                {
                    "start": 1428.86,
                    "end": 1429.04,
                    "word": " So",
                    "probability": 0.85986328125
                },
                {
                    "start": 1429.04,
                    "end": 1429.52,
                    "word": ",",
                    "probability": 0.232666015625
                },
                {
                    "start": 1429.52,
                    "end": 1429.78,
                    "word": " also",
                    "probability": 0.78662109375
                },
                {
                    "start": 1429.78,
                    "end": 1430.0,
                    "word": " these",
                    "probability": 0.6005859375
                },
                {
                    "start": 1430.0,
                    "end": 1430.34,
                    "word": " validation",
                    "probability": 0.84716796875
                },
                {
                    "start": 1430.34,
                    "end": 1430.78,
                    "word": " scripts",
                    "probability": 0.70947265625
                },
                {
                    "start": 1430.78,
                    "end": 1431.02,
                    "word": " need",
                    "probability": 0.82763671875
                },
                {
                    "start": 1431.02,
                    "end": 1431.14,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1431.14,
                    "end": 1431.3,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1431.3,
                    "end": 1431.78,
                    "word": " maintained",
                    "probability": 0.7421875
                },
                {
                    "start": 1431.78,
                    "end": 1431.92,
                    "word": ",",
                    "probability": 0.6220703125
                },
                {
                    "start": 1431.92,
                    "end": 1432.0,
                    "word": " they",
                    "probability": 0.7294921875
                },
                {
                    "start": 1432.0,
                    "end": 1432.14,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1432.14,
                    "end": 1432.22,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 1432.22,
                    "end": 1432.38,
                    "word": " be",
                    "probability": 0.9033203125
                },
                {
                    "start": 1432.38,
                    "end": 1432.98,
                    "word": " expanded",
                    "probability": 0.744140625
                },
                {
                    "start": 1432.98,
                    "end": 1433.5,
                    "word": ".",
                    "probability": 0.55859375
                }
            ]
        },
        {
            "id": 220,
            "seek": 141578,
            "start": 1433.86,
            "end": 1439.98,
            "text": " You need to keep on researching whether it's resilient enough, of course.",
            "tokens": [
                51264,
                509,
                643,
                281,
                1066,
                322,
                24176,
                1968,
                309,
                311,
                23699,
                1547,
                11,
                295,
                1164,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20572916613448233,
            "compression_ratio": 1.6571428571428573,
            "no_speech_prob": 0.0173492431640625,
            "words": [
                {
                    "start": 1433.86,
                    "end": 1434.2,
                    "word": " You",
                    "probability": 0.89208984375
                },
                {
                    "start": 1434.2,
                    "end": 1434.38,
                    "word": " need",
                    "probability": 0.798828125
                },
                {
                    "start": 1434.38,
                    "end": 1434.72,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 1434.72,
                    "end": 1435.62,
                    "word": " keep",
                    "probability": 0.8037109375
                },
                {
                    "start": 1435.62,
                    "end": 1435.84,
                    "word": " on",
                    "probability": 0.91357421875
                },
                {
                    "start": 1435.84,
                    "end": 1436.4,
                    "word": " researching",
                    "probability": 0.73486328125
                },
                {
                    "start": 1436.4,
                    "end": 1436.96,
                    "word": " whether",
                    "probability": 0.79345703125
                },
                {
                    "start": 1436.96,
                    "end": 1438.26,
                    "word": " it's",
                    "probability": 0.93017578125
                },
                {
                    "start": 1438.26,
                    "end": 1438.66,
                    "word": " resilient",
                    "probability": 0.84326171875
                },
                {
                    "start": 1438.66,
                    "end": 1439.08,
                    "word": " enough",
                    "probability": 0.7138671875
                },
                {
                    "start": 1439.08,
                    "end": 1439.18,
                    "word": ",",
                    "probability": 0.8076171875
                },
                {
                    "start": 1439.18,
                    "end": 1439.3,
                    "word": " of",
                    "probability": 0.9052734375
                },
                {
                    "start": 1439.3,
                    "end": 1439.46,
                    "word": " course",
                    "probability": 0.8603515625
                },
                {
                    "start": 1439.46,
                    "end": 1439.98,
                    "word": ".",
                    "probability": 0.99462890625
                }
            ]
        },
        {
            "id": 221,
            "seek": 144280,
            "start": 1442.84,
            "end": 1453.98,
            "text": " Yeah, ultimately, as we are creating detections, each one of them should have its own unit test, right?",
            "tokens": [
                50414,
                865,
                11,
                6284,
                11,
                382,
                321,
                366,
                4084,
                5531,
                626,
                11,
                1184,
                472,
                295,
                552,
                820,
                362,
                1080,
                1065,
                4985,
                1500,
                11,
                558,
                30,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2048611082136631,
            "compression_ratio": 1.5195530726256983,
            "no_speech_prob": 0.04595947265625,
            "words": [
                {
                    "start": 1442.84,
                    "end": 1443.56,
                    "word": " Yeah",
                    "probability": 0.44580078125
                },
                {
                    "start": 1443.56,
                    "end": 1443.74,
                    "word": ",",
                    "probability": 0.76513671875
                },
                {
                    "start": 1443.74,
                    "end": 1444.22,
                    "word": " ultimately",
                    "probability": 0.84033203125
                },
                {
                    "start": 1444.22,
                    "end": 1444.6,
                    "word": ",",
                    "probability": 0.56201171875
                },
                {
                    "start": 1444.6,
                    "end": 1446.94,
                    "word": " as",
                    "probability": 0.58837890625
                },
                {
                    "start": 1446.94,
                    "end": 1447.82,
                    "word": " we",
                    "probability": 0.89013671875
                },
                {
                    "start": 1447.82,
                    "end": 1447.98,
                    "word": " are",
                    "probability": 0.85498046875
                },
                {
                    "start": 1447.98,
                    "end": 1448.44,
                    "word": " creating",
                    "probability": 0.814453125
                },
                {
                    "start": 1448.44,
                    "end": 1449.22,
                    "word": " detections",
                    "probability": 0.864013671875
                },
                {
                    "start": 1449.22,
                    "end": 1449.4,
                    "word": ",",
                    "probability": 0.8828125
                },
                {
                    "start": 1449.4,
                    "end": 1449.62,
                    "word": " each",
                    "probability": 0.8388671875
                },
                {
                    "start": 1449.62,
                    "end": 1449.8,
                    "word": " one",
                    "probability": 0.82177734375
                },
                {
                    "start": 1449.8,
                    "end": 1449.92,
                    "word": " of",
                    "probability": 0.89794921875
                },
                {
                    "start": 1449.92,
                    "end": 1450.1,
                    "word": " them",
                    "probability": 0.7412109375
                },
                {
                    "start": 1450.1,
                    "end": 1450.36,
                    "word": " should",
                    "probability": 0.83544921875
                },
                {
                    "start": 1450.36,
                    "end": 1451.04,
                    "word": " have",
                    "probability": 0.8388671875
                },
                {
                    "start": 1451.04,
                    "end": 1451.76,
                    "word": " its",
                    "probability": 0.7919921875
                },
                {
                    "start": 1451.76,
                    "end": 1452.22,
                    "word": " own",
                    "probability": 0.8291015625
                },
                {
                    "start": 1452.22,
                    "end": 1452.92,
                    "word": " unit",
                    "probability": 0.71533203125
                },
                {
                    "start": 1452.92,
                    "end": 1453.36,
                    "word": " test",
                    "probability": 0.403564453125
                },
                {
                    "start": 1453.36,
                    "end": 1453.46,
                    "word": ",",
                    "probability": 0.7265625
                },
                {
                    "start": 1453.46,
                    "end": 1453.66,
                    "word": " right",
                    "probability": 0.876953125
                },
                {
                    "start": 1453.66,
                    "end": 1453.98,
                    "word": "?",
                    "probability": 0.86962890625
                }
            ]
        },
        {
            "id": 222,
            "seek": 144280,
            "start": 1453.98,
            "end": 1461.6,
            "text": " We see detection as an engineering process, we just need to test each one of our products.",
            "tokens": [
                50964,
                492,
                536,
                17784,
                382,
                364,
                7043,
                1399,
                11,
                321,
                445,
                643,
                281,
                1500,
                1184,
                472,
                295,
                527,
                3383,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2048611082136631,
            "compression_ratio": 1.5195530726256983,
            "no_speech_prob": 0.04595947265625,
            "words": [
                {
                    "start": 1453.98,
                    "end": 1454.34,
                    "word": " We",
                    "probability": 0.86279296875
                },
                {
                    "start": 1454.34,
                    "end": 1454.72,
                    "word": " see",
                    "probability": 0.818359375
                },
                {
                    "start": 1454.72,
                    "end": 1455.28,
                    "word": " detection",
                    "probability": 0.7509765625
                },
                {
                    "start": 1455.28,
                    "end": 1455.78,
                    "word": " as",
                    "probability": 0.9033203125
                },
                {
                    "start": 1455.78,
                    "end": 1456.56,
                    "word": " an",
                    "probability": 0.6923828125
                },
                {
                    "start": 1456.56,
                    "end": 1457.12,
                    "word": " engineering",
                    "probability": 0.826171875
                },
                {
                    "start": 1457.12,
                    "end": 1457.82,
                    "word": " process",
                    "probability": 0.873046875
                },
                {
                    "start": 1457.82,
                    "end": 1457.94,
                    "word": ",",
                    "probability": 0.44189453125
                },
                {
                    "start": 1457.94,
                    "end": 1458.14,
                    "word": " we",
                    "probability": 0.76904296875
                },
                {
                    "start": 1458.14,
                    "end": 1458.3,
                    "word": " just",
                    "probability": 0.88525390625
                },
                {
                    "start": 1458.3,
                    "end": 1458.5,
                    "word": " need",
                    "probability": 0.82275390625
                },
                {
                    "start": 1458.5,
                    "end": 1458.76,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 1458.76,
                    "end": 1459.24,
                    "word": " test",
                    "probability": 0.81298828125
                },
                {
                    "start": 1459.24,
                    "end": 1459.58,
                    "word": " each",
                    "probability": 0.8671875
                },
                {
                    "start": 1459.58,
                    "end": 1459.82,
                    "word": " one",
                    "probability": 0.8154296875
                },
                {
                    "start": 1459.82,
                    "end": 1460.02,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 1460.02,
                    "end": 1460.28,
                    "word": " our",
                    "probability": 0.8203125
                },
                {
                    "start": 1460.28,
                    "end": 1460.88,
                    "word": " products",
                    "probability": 0.75146484375
                },
                {
                    "start": 1460.88,
                    "end": 1461.6,
                    "word": ".",
                    "probability": 0.9287109375
                }
            ]
        },
        {
            "id": 223,
            "seek": 144280,
            "start": 1462.18,
            "end": 1469.14,
            "text": " And one big requirement for us is, we believe that it needs to be end-to-end.",
            "tokens": [
                51364,
                400,
                472,
                955,
                11695,
                337,
                505,
                307,
                11,
                321,
                1697,
                300,
                309,
                2203,
                281,
                312,
                917,
                12,
                1353,
                12,
                521,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2048611082136631,
            "compression_ratio": 1.5195530726256983,
            "no_speech_prob": 0.04595947265625,
            "words": [
                {
                    "start": 1462.18,
                    "end": 1462.9,
                    "word": " And",
                    "probability": 0.880859375
                },
                {
                    "start": 1462.9,
                    "end": 1463.5,
                    "word": " one",
                    "probability": 0.78466796875
                },
                {
                    "start": 1463.5,
                    "end": 1463.72,
                    "word": " big",
                    "probability": 0.87841796875
                },
                {
                    "start": 1463.72,
                    "end": 1464.24,
                    "word": " requirement",
                    "probability": 0.79638671875
                },
                {
                    "start": 1464.24,
                    "end": 1465.08,
                    "word": " for",
                    "probability": 0.87451171875
                },
                {
                    "start": 1465.08,
                    "end": 1465.36,
                    "word": " us",
                    "probability": 0.90673828125
                },
                {
                    "start": 1465.36,
                    "end": 1465.5,
                    "word": " is",
                    "probability": 0.875
                },
                {
                    "start": 1465.5,
                    "end": 1465.66,
                    "word": ",",
                    "probability": 0.11468505859375
                },
                {
                    "start": 1465.66,
                    "end": 1465.66,
                    "word": " we",
                    "probability": 0.90234375
                },
                {
                    "start": 1465.66,
                    "end": 1466.16,
                    "word": " believe",
                    "probability": 0.7294921875
                },
                {
                    "start": 1466.16,
                    "end": 1466.52,
                    "word": " that",
                    "probability": 0.85498046875
                },
                {
                    "start": 1466.52,
                    "end": 1466.74,
                    "word": " it",
                    "probability": 0.8828125
                },
                {
                    "start": 1466.74,
                    "end": 1466.96,
                    "word": " needs",
                    "probability": 0.7373046875
                },
                {
                    "start": 1466.96,
                    "end": 1467.16,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1467.16,
                    "end": 1467.56,
                    "word": " be",
                    "probability": 0.89453125
                },
                {
                    "start": 1467.56,
                    "end": 1467.96,
                    "word": " end",
                    "probability": 0.79150390625
                },
                {
                    "start": 1467.96,
                    "end": 1468.16,
                    "word": "-to",
                    "probability": 0.775634765625
                },
                {
                    "start": 1468.16,
                    "end": 1468.42,
                    "word": "-end",
                    "probability": 0.955078125
                },
                {
                    "start": 1468.42,
                    "end": 1469.14,
                    "word": ".",
                    "probability": 0.88330078125
                }
            ]
        },
        {
            "id": 224,
            "seek": 147120,
            "start": 1469.14,
            "end": 1476.2,
            "text": " And I think there's also something to bring up here where some challenges with other approaches,",
            "tokens": [
                50364,
                400,
                286,
                519,
                456,
                311,
                611,
                746,
                281,
                1565,
                493,
                510,
                689,
                512,
                4759,
                365,
                661,
                11587,
                11,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2487331000534264,
            "compression_ratio": 1.6210045662100456,
            "no_speech_prob": 0.1124267578125,
            "words": [
                {
                    "start": 1469.14,
                    "end": 1470.06,
                    "word": " And",
                    "probability": 0.66015625
                },
                {
                    "start": 1470.06,
                    "end": 1470.48,
                    "word": " I",
                    "probability": 0.94482421875
                },
                {
                    "start": 1470.48,
                    "end": 1470.68,
                    "word": " think",
                    "probability": 0.80908203125
                },
                {
                    "start": 1470.68,
                    "end": 1471.04,
                    "word": " there's",
                    "probability": 0.90673828125
                },
                {
                    "start": 1471.04,
                    "end": 1471.5,
                    "word": " also",
                    "probability": 0.82275390625
                },
                {
                    "start": 1471.5,
                    "end": 1471.88,
                    "word": " something",
                    "probability": 0.740234375
                },
                {
                    "start": 1471.88,
                    "end": 1472.1,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1472.1,
                    "end": 1472.28,
                    "word": " bring",
                    "probability": 0.87158203125
                },
                {
                    "start": 1472.28,
                    "end": 1472.5,
                    "word": " up",
                    "probability": 0.89794921875
                },
                {
                    "start": 1472.5,
                    "end": 1472.76,
                    "word": " here",
                    "probability": 0.80712890625
                },
                {
                    "start": 1472.76,
                    "end": 1473.06,
                    "word": " where",
                    "probability": 0.5322265625
                },
                {
                    "start": 1473.06,
                    "end": 1473.7,
                    "word": " some",
                    "probability": 0.77099609375
                },
                {
                    "start": 1473.7,
                    "end": 1474.22,
                    "word": " challenges",
                    "probability": 0.73486328125
                },
                {
                    "start": 1474.22,
                    "end": 1474.58,
                    "word": " with",
                    "probability": 0.81201171875
                },
                {
                    "start": 1474.58,
                    "end": 1474.92,
                    "word": " other",
                    "probability": 0.7568359375
                },
                {
                    "start": 1474.92,
                    "end": 1475.5,
                    "word": " approaches",
                    "probability": 0.66650390625
                },
                {
                    "start": 1475.5,
                    "end": 1476.2,
                    "word": ",",
                    "probability": 0.3251953125
                }
            ]
        },
        {
            "id": 225,
            "seek": 147120,
            "start": 1476.2,
            "end": 1482.32,
            "text": " where I would like to differentiate between unit testing and functional testing,",
            "tokens": [
                50714,
                689,
                286,
                576,
                411,
                281,
                23203,
                1296,
                4985,
                4997,
                293,
                11745,
                4997,
                11,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2487331000534264,
            "compression_ratio": 1.6210045662100456,
            "no_speech_prob": 0.1124267578125,
            "words": [
                {
                    "start": 1476.2,
                    "end": 1477.6,
                    "word": " where",
                    "probability": 0.85400390625
                },
                {
                    "start": 1477.6,
                    "end": 1477.78,
                    "word": " I",
                    "probability": 0.92822265625
                },
                {
                    "start": 1477.78,
                    "end": 1477.9,
                    "word": " would",
                    "probability": 0.71533203125
                },
                {
                    "start": 1477.9,
                    "end": 1478.16,
                    "word": " like",
                    "probability": 0.880859375
                },
                {
                    "start": 1478.16,
                    "end": 1478.3,
                    "word": " to",
                    "probability": 0.8916015625
                },
                {
                    "start": 1478.3,
                    "end": 1479.36,
                    "word": " differentiate",
                    "probability": 0.5654296875
                },
                {
                    "start": 1479.36,
                    "end": 1479.9,
                    "word": " between",
                    "probability": 0.79931640625
                },
                {
                    "start": 1479.9,
                    "end": 1480.26,
                    "word": " unit",
                    "probability": 0.75048828125
                },
                {
                    "start": 1480.26,
                    "end": 1480.68,
                    "word": " testing",
                    "probability": 0.72265625
                },
                {
                    "start": 1480.68,
                    "end": 1480.92,
                    "word": " and",
                    "probability": 0.89599609375
                },
                {
                    "start": 1480.92,
                    "end": 1481.34,
                    "word": " functional",
                    "probability": 0.77099609375
                },
                {
                    "start": 1481.34,
                    "end": 1481.9,
                    "word": " testing",
                    "probability": 0.74365234375
                },
                {
                    "start": 1481.9,
                    "end": 1482.32,
                    "word": ",",
                    "probability": 0.6337890625
                }
            ]
        },
        {
            "id": 226,
            "seek": 147120,
            "start": 1482.32,
            "end": 1491.7,
            "text": " where in unit testing you can perhaps inject to the event pipeline a particular telemetry,",
            "tokens": [
                51014,
                689,
                294,
                4985,
                4997,
                291,
                393,
                4317,
                10711,
                281,
                264,
                2280,
                15517,
                257,
                1729,
                4304,
                5537,
                627,
                11,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2487331000534264,
            "compression_ratio": 1.6210045662100456,
            "no_speech_prob": 0.1124267578125,
            "words": [
                {
                    "start": 1482.32,
                    "end": 1482.82,
                    "word": " where",
                    "probability": 0.89453125
                },
                {
                    "start": 1482.82,
                    "end": 1483.5,
                    "word": " in",
                    "probability": 0.8447265625
                },
                {
                    "start": 1483.5,
                    "end": 1483.68,
                    "word": " unit",
                    "probability": 0.8681640625
                },
                {
                    "start": 1483.68,
                    "end": 1484.04,
                    "word": " testing",
                    "probability": 0.7431640625
                },
                {
                    "start": 1484.04,
                    "end": 1484.28,
                    "word": " you",
                    "probability": 0.402099609375
                },
                {
                    "start": 1484.28,
                    "end": 1484.72,
                    "word": " can",
                    "probability": 0.900390625
                },
                {
                    "start": 1484.72,
                    "end": 1485.58,
                    "word": " perhaps",
                    "probability": 0.76611328125
                },
                {
                    "start": 1485.58,
                    "end": 1486.3,
                    "word": " inject",
                    "probability": 0.7373046875
                },
                {
                    "start": 1486.3,
                    "end": 1487.94,
                    "word": " to",
                    "probability": 0.8349609375
                },
                {
                    "start": 1487.94,
                    "end": 1488.1,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 1488.1,
                    "end": 1488.34,
                    "word": " event",
                    "probability": 0.7509765625
                },
                {
                    "start": 1488.34,
                    "end": 1488.84,
                    "word": " pipeline",
                    "probability": 0.74267578125
                },
                {
                    "start": 1489.04,
                    "end": 1489.58,
                    "word": " a particular",
                    "probability": 0.8251953125
                },
                {
                    "start": 1489.58,
                    "end": 1491.36,
                    "word": " telemetry",
                    "probability": 0.93505859375
                },
                {
                    "start": 1491.36,
                    "end": 1491.7,
                    "word": ",",
                    "probability": 0.544921875
                }
            ]
        },
        {
            "id": 227,
            "seek": 147120,
            "start": 1491.7,
            "end": 1497.54,
            "text": " maybe generated by the execution of adversary techniques, to test the detection logic.",
            "tokens": [
                51464,
                1310,
                10833,
                538,
                264,
                15058,
                295,
                48222,
                7512,
                11,
                281,
                1500,
                264,
                17784,
                9952,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2487331000534264,
            "compression_ratio": 1.6210045662100456,
            "no_speech_prob": 0.1124267578125,
            "words": [
                {
                    "start": 1491.7,
                    "end": 1491.9,
                    "word": " maybe",
                    "probability": 0.81103515625
                },
                {
                    "start": 1491.9,
                    "end": 1492.54,
                    "word": " generated",
                    "probability": 0.74560546875
                },
                {
                    "start": 1492.54,
                    "end": 1492.8,
                    "word": " by",
                    "probability": 0.90966796875
                },
                {
                    "start": 1492.8,
                    "end": 1493.02,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 1493.02,
                    "end": 1493.52,
                    "word": " execution",
                    "probability": 0.87646484375
                },
                {
                    "start": 1493.52,
                    "end": 1494.5,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 1494.5,
                    "end": 1495.12,
                    "word": " adversary",
                    "probability": 0.697265625
                },
                {
                    "start": 1495.12,
                    "end": 1495.8,
                    "word": " techniques",
                    "probability": 0.84228515625
                },
                {
                    "start": 1495.8,
                    "end": 1495.98,
                    "word": ",",
                    "probability": 0.254638671875
                },
                {
                    "start": 1495.98,
                    "end": 1496.36,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 1496.36,
                    "end": 1496.58,
                    "word": " test",
                    "probability": 0.81689453125
                },
                {
                    "start": 1496.58,
                    "end": 1496.7,
                    "word": " the",
                    "probability": 0.6640625
                },
                {
                    "start": 1496.7,
                    "end": 1497.0,
                    "word": " detection",
                    "probability": 0.81201171875
                },
                {
                    "start": 1497.0,
                    "end": 1497.42,
                    "word": " logic",
                    "probability": 0.765625
                },
                {
                    "start": 1497.42,
                    "end": 1497.54,
                    "word": ".",
                    "probability": 0.6572265625
                }
            ]
        },
        {
            "id": 228,
            "seek": 150080,
            "start": 1497.54,
            "end": 1500.9,
            "text": " And that's great, we should do that to test the detection logic.",
            "tokens": [
                50364,
                400,
                300,
                311,
                869,
                11,
                321,
                820,
                360,
                300,
                281,
                1500,
                264,
                17784,
                9952,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21858892244162018,
            "compression_ratio": 1.6810344827586208,
            "no_speech_prob": 0.060028076171875,
            "words": [
                {
                    "start": 1497.54,
                    "end": 1497.64,
                    "word": " And",
                    "probability": 0.2978515625
                },
                {
                    "start": 1497.64,
                    "end": 1497.86,
                    "word": " that's",
                    "probability": 0.932861328125
                },
                {
                    "start": 1497.86,
                    "end": 1498.24,
                    "word": " great",
                    "probability": 0.87841796875
                },
                {
                    "start": 1498.24,
                    "end": 1498.32,
                    "word": ",",
                    "probability": 0.280517578125
                },
                {
                    "start": 1498.32,
                    "end": 1498.5,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 1498.5,
                    "end": 1498.66,
                    "word": " should",
                    "probability": 0.92333984375
                },
                {
                    "start": 1498.66,
                    "end": 1498.84,
                    "word": " do",
                    "probability": 0.90869140625
                },
                {
                    "start": 1498.84,
                    "end": 1499.22,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 1499.22,
                    "end": 1499.66,
                    "word": " to",
                    "probability": 0.798828125
                },
                {
                    "start": 1499.66,
                    "end": 1499.9,
                    "word": " test",
                    "probability": 0.8125
                },
                {
                    "start": 1499.9,
                    "end": 1500.0,
                    "word": " the",
                    "probability": 0.2041015625
                },
                {
                    "start": 1500.0,
                    "end": 1500.24,
                    "word": " detection",
                    "probability": 0.88427734375
                },
                {
                    "start": 1500.24,
                    "end": 1500.64,
                    "word": " logic",
                    "probability": 0.76025390625
                },
                {
                    "start": 1500.64,
                    "end": 1500.9,
                    "word": ".",
                    "probability": 0.38720703125
                }
            ]
        },
        {
            "id": 229,
            "seek": 150080,
            "start": 1500.9,
            "end": 1508.72,
            "text": " But that misses a point, because you're assuming that the event pipeline is working as expected.",
            "tokens": [
                50514,
                583,
                300,
                29394,
                257,
                935,
                11,
                570,
                291,
                434,
                11926,
                300,
                264,
                2280,
                15517,
                307,
                1364,
                382,
                5176,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21858892244162018,
            "compression_ratio": 1.6810344827586208,
            "no_speech_prob": 0.060028076171875,
            "words": [
                {
                    "start": 1500.9,
                    "end": 1501.1,
                    "word": " But",
                    "probability": 0.8916015625
                },
                {
                    "start": 1501.1,
                    "end": 1502.1,
                    "word": " that",
                    "probability": 0.76513671875
                },
                {
                    "start": 1502.1,
                    "end": 1502.42,
                    "word": " misses",
                    "probability": 0.76171875
                },
                {
                    "start": 1502.66,
                    "end": 1503.0,
                    "word": " a point",
                    "probability": 0.86328125
                },
                {
                    "start": 1503.0,
                    "end": 1503.16,
                    "word": ",",
                    "probability": 0.39306640625
                },
                {
                    "start": 1503.16,
                    "end": 1503.7,
                    "word": " because",
                    "probability": 0.822265625
                },
                {
                    "start": 1503.7,
                    "end": 1503.98,
                    "word": " you're",
                    "probability": 0.885009765625
                },
                {
                    "start": 1503.98,
                    "end": 1504.4,
                    "word": " assuming",
                    "probability": 0.78173828125
                },
                {
                    "start": 1504.4,
                    "end": 1505.5,
                    "word": " that",
                    "probability": 0.869140625
                },
                {
                    "start": 1505.5,
                    "end": 1506.2,
                    "word": " the",
                    "probability": 0.8056640625
                },
                {
                    "start": 1506.2,
                    "end": 1506.46,
                    "word": " event",
                    "probability": 0.779296875
                },
                {
                    "start": 1506.46,
                    "end": 1506.84,
                    "word": " pipeline",
                    "probability": 0.7509765625
                },
                {
                    "start": 1506.84,
                    "end": 1507.14,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 1507.14,
                    "end": 1507.48,
                    "word": " working",
                    "probability": 0.73583984375
                },
                {
                    "start": 1507.48,
                    "end": 1507.66,
                    "word": " as",
                    "probability": 0.8974609375
                },
                {
                    "start": 1507.66,
                    "end": 1508.16,
                    "word": " expected",
                    "probability": 0.76123046875
                },
                {
                    "start": 1508.16,
                    "end": 1508.72,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 230,
            "seek": 150080,
            "start": 1508.98,
            "end": 1516.16,
            "text": " So, I think we need to complement this type of testing with functional testing, end-to-end,",
            "tokens": [
                50914,
                407,
                11,
                286,
                519,
                321,
                643,
                281,
                17103,
                341,
                2010,
                295,
                4997,
                365,
                11745,
                4997,
                11,
                917,
                12,
                1353,
                12,
                521,
                11,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21858892244162018,
            "compression_ratio": 1.6810344827586208,
            "no_speech_prob": 0.060028076171875,
            "words": [
                {
                    "start": 1508.98,
                    "end": 1509.2,
                    "word": " So",
                    "probability": 0.873046875
                },
                {
                    "start": 1509.2,
                    "end": 1509.24,
                    "word": ",",
                    "probability": 0.355224609375
                },
                {
                    "start": 1509.24,
                    "end": 1509.28,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 1509.28,
                    "end": 1509.4,
                    "word": " think",
                    "probability": 0.81005859375
                },
                {
                    "start": 1509.4,
                    "end": 1509.5,
                    "word": " we",
                    "probability": 0.900390625
                },
                {
                    "start": 1509.5,
                    "end": 1509.66,
                    "word": " need",
                    "probability": 0.8076171875
                },
                {
                    "start": 1509.66,
                    "end": 1509.78,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1509.78,
                    "end": 1510.2,
                    "word": " complement",
                    "probability": 0.6962890625
                },
                {
                    "start": 1510.2,
                    "end": 1511.34,
                    "word": " this",
                    "probability": 0.83740234375
                },
                {
                    "start": 1511.34,
                    "end": 1511.62,
                    "word": " type",
                    "probability": 0.9287109375
                },
                {
                    "start": 1511.62,
                    "end": 1511.84,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 1511.84,
                    "end": 1512.26,
                    "word": " testing",
                    "probability": 0.71435546875
                },
                {
                    "start": 1512.26,
                    "end": 1513.08,
                    "word": " with",
                    "probability": 0.79248046875
                },
                {
                    "start": 1513.08,
                    "end": 1514.82,
                    "word": " functional",
                    "probability": 0.7275390625
                },
                {
                    "start": 1514.82,
                    "end": 1515.32,
                    "word": " testing",
                    "probability": 0.74365234375
                },
                {
                    "start": 1515.32,
                    "end": 1515.54,
                    "word": ",",
                    "probability": 0.55615234375
                },
                {
                    "start": 1515.54,
                    "end": 1515.66,
                    "word": " end",
                    "probability": 0.8212890625
                },
                {
                    "start": 1515.66,
                    "end": 1515.84,
                    "word": "-to",
                    "probability": 0.7705078125
                },
                {
                    "start": 1515.84,
                    "end": 1516.02,
                    "word": "-end",
                    "probability": 0.95947265625
                },
                {
                    "start": 1516.02,
                    "end": 1516.16,
                    "word": ",",
                    "probability": 0.218017578125
                }
            ]
        },
        {
            "id": 231,
            "seek": 150080,
            "start": 1516.16,
            "end": 1521.86,
            "text": " testing a technique on a specific host, so that you're only testing the engine,",
            "tokens": [
                51264,
                4997,
                257,
                6532,
                322,
                257,
                2685,
                3975,
                11,
                370,
                300,
                291,
                434,
                787,
                4997,
                264,
                2848,
                11,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21858892244162018,
            "compression_ratio": 1.6810344827586208,
            "no_speech_prob": 0.060028076171875,
            "words": [
                {
                    "start": 1516.16,
                    "end": 1516.54,
                    "word": " testing",
                    "probability": 0.734375
                },
                {
                    "start": 1517.26,
                    "end": 1517.72,
                    "word": " a technique",
                    "probability": 0.90673828125
                },
                {
                    "start": 1517.72,
                    "end": 1517.96,
                    "word": " on",
                    "probability": 0.424560546875
                },
                {
                    "start": 1518.08,
                    "end": 1518.42,
                    "word": " a specific",
                    "probability": 0.79931640625
                },
                {
                    "start": 1518.42,
                    "end": 1518.84,
                    "word": " host",
                    "probability": 0.33544921875
                },
                {
                    "start": 1518.84,
                    "end": 1519.18,
                    "word": ",",
                    "probability": 0.469970703125
                },
                {
                    "start": 1519.18,
                    "end": 1519.3,
                    "word": " so",
                    "probability": 0.890625
                },
                {
                    "start": 1519.3,
                    "end": 1519.44,
                    "word": " that",
                    "probability": 0.7919921875
                },
                {
                    "start": 1519.44,
                    "end": 1519.62,
                    "word": " you're",
                    "probability": 0.91748046875
                },
                {
                    "start": 1519.62,
                    "end": 1519.9,
                    "word": " only",
                    "probability": 0.84228515625
                },
                {
                    "start": 1519.9,
                    "end": 1520.44,
                    "word": " testing",
                    "probability": 0.72998046875
                },
                {
                    "start": 1520.44,
                    "end": 1521.2,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 1521.2,
                    "end": 1521.7,
                    "word": " engine",
                    "probability": 0.73583984375
                },
                {
                    "start": 1521.7,
                    "end": 1521.86,
                    "word": ",",
                    "probability": 0.78564453125
                }
            ]
        },
        {
            "id": 232,
            "seek": 150080,
            "start": 1521.86,
            "end": 1527.14,
            "text": " but you're testing the data source generating telemetry.",
            "tokens": [
                51564,
                457,
                291,
                434,
                4997,
                264,
                1412,
                4009,
                17746,
                4304,
                5537,
                627,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21858892244162018,
            "compression_ratio": 1.6810344827586208,
            "no_speech_prob": 0.060028076171875,
            "words": [
                {
                    "start": 1521.86,
                    "end": 1521.96,
                    "word": " but",
                    "probability": 0.89892578125
                },
                {
                    "start": 1521.96,
                    "end": 1522.22,
                    "word": " you're",
                    "probability": 0.927490234375
                },
                {
                    "start": 1522.22,
                    "end": 1522.64,
                    "word": " testing",
                    "probability": 0.7353515625
                },
                {
                    "start": 1522.64,
                    "end": 1523.62,
                    "word": " the",
                    "probability": 0.8193359375
                },
                {
                    "start": 1523.62,
                    "end": 1523.92,
                    "word": " data",
                    "probability": 0.82373046875
                },
                {
                    "start": 1523.92,
                    "end": 1524.4,
                    "word": " source",
                    "probability": 0.72802734375
                },
                {
                    "start": 1524.4,
                    "end": 1525.8,
                    "word": " generating",
                    "probability": 0.52734375
                },
                {
                    "start": 1525.8,
                    "end": 1526.58,
                    "word": " telemetry",
                    "probability": 0.9386393229166666
                },
                {
                    "start": 1526.58,
                    "end": 1527.14,
                    "word": ".",
                    "probability": 0.80615234375
                }
            ]
        },
        {
            "id": 233,
            "seek": 152170,
            "start": 1527.14,
            "end": 1533.54,
            "text": " So, it's proper configuration, the data event being sent through the event pipeline,",
            "tokens": [
                50364,
                407,
                11,
                309,
                311,
                2296,
                11694,
                11,
                264,
                1412,
                2280,
                885,
                2279,
                807,
                264,
                2280,
                15517,
                11,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22333333253860474,
            "compression_ratio": 1.544502617801047,
            "no_speech_prob": 0.07513427734375,
            "words": [
                {
                    "start": 1527.14,
                    "end": 1527.24,
                    "word": " So",
                    "probability": 0.291259765625
                },
                {
                    "start": 1527.24,
                    "end": 1527.26,
                    "word": ",",
                    "probability": 0.0987548828125
                },
                {
                    "start": 1527.26,
                    "end": 1527.42,
                    "word": " it's",
                    "probability": 0.90576171875
                },
                {
                    "start": 1527.42,
                    "end": 1527.84,
                    "word": " proper",
                    "probability": 0.79833984375
                },
                {
                    "start": 1527.84,
                    "end": 1528.62,
                    "word": " configuration",
                    "probability": 0.84033203125
                },
                {
                    "start": 1528.62,
                    "end": 1529.38,
                    "word": ",",
                    "probability": 0.794921875
                },
                {
                    "start": 1529.38,
                    "end": 1529.5,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 1529.5,
                    "end": 1530.02,
                    "word": " data",
                    "probability": 0.7890625
                },
                {
                    "start": 1530.02,
                    "end": 1530.74,
                    "word": " event",
                    "probability": 0.2900390625
                },
                {
                    "start": 1530.74,
                    "end": 1531.1,
                    "word": " being",
                    "probability": 0.82275390625
                },
                {
                    "start": 1531.1,
                    "end": 1531.58,
                    "word": " sent",
                    "probability": 0.81689453125
                },
                {
                    "start": 1531.58,
                    "end": 1532.0,
                    "word": " through",
                    "probability": 0.358154296875
                },
                {
                    "start": 1532.0,
                    "end": 1532.22,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 1532.22,
                    "end": 1532.5,
                    "word": " event",
                    "probability": 0.7412109375
                },
                {
                    "start": 1532.5,
                    "end": 1533.12,
                    "word": " pipeline",
                    "probability": 0.734375
                },
                {
                    "start": 1533.12,
                    "end": 1533.54,
                    "word": ",",
                    "probability": 0.6982421875
                }
            ]
        },
        {
            "id": 234,
            "seek": 152170,
            "start": 1533.54,
            "end": 1537.9,
            "text": " through the analytics engine, and ultimately generating that detection.",
            "tokens": [
                50664,
                807,
                264,
                15370,
                2848,
                11,
                293,
                6284,
                17746,
                300,
                17784,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22333333253860474,
            "compression_ratio": 1.544502617801047,
            "no_speech_prob": 0.07513427734375,
            "words": [
                {
                    "start": 1533.54,
                    "end": 1533.84,
                    "word": " through",
                    "probability": 0.72314453125
                },
                {
                    "start": 1533.84,
                    "end": 1534.0,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 1534.0,
                    "end": 1534.32,
                    "word": " analytics",
                    "probability": 0.68603515625
                },
                {
                    "start": 1534.32,
                    "end": 1534.74,
                    "word": " engine",
                    "probability": 0.71484375
                },
                {
                    "start": 1534.74,
                    "end": 1534.86,
                    "word": ",",
                    "probability": 0.36962890625
                },
                {
                    "start": 1534.86,
                    "end": 1534.96,
                    "word": " and",
                    "probability": 0.88671875
                },
                {
                    "start": 1534.96,
                    "end": 1535.48,
                    "word": " ultimately",
                    "probability": 0.83251953125
                },
                {
                    "start": 1535.48,
                    "end": 1536.32,
                    "word": " generating",
                    "probability": 0.77099609375
                },
                {
                    "start": 1536.32,
                    "end": 1537.14,
                    "word": " that",
                    "probability": 0.8740234375
                },
                {
                    "start": 1537.14,
                    "end": 1537.58,
                    "word": " detection",
                    "probability": 0.76611328125
                },
                {
                    "start": 1537.58,
                    "end": 1537.9,
                    "word": ".",
                    "probability": 0.9755859375
                }
            ]
        },
        {
            "id": 235,
            "seek": 152170,
            "start": 1537.9,
            "end": 1541.46,
            "text": " So, it needs to be end-to-end, right Olaf?",
            "tokens": [
                50914,
                407,
                11,
                309,
                2203,
                281,
                312,
                917,
                12,
                1353,
                12,
                521,
                11,
                558,
                48961,
                30,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22333333253860474,
            "compression_ratio": 1.544502617801047,
            "no_speech_prob": 0.07513427734375,
            "words": [
                {
                    "start": 1537.9,
                    "end": 1538.08,
                    "word": " So",
                    "probability": 0.8671875
                },
                {
                    "start": 1538.08,
                    "end": 1538.74,
                    "word": ",",
                    "probability": 0.89501953125
                },
                {
                    "start": 1538.74,
                    "end": 1539.36,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 1539.36,
                    "end": 1539.56,
                    "word": " needs",
                    "probability": 0.72705078125
                },
                {
                    "start": 1539.56,
                    "end": 1539.72,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1539.72,
                    "end": 1539.88,
                    "word": " be",
                    "probability": 0.88720703125
                },
                {
                    "start": 1539.88,
                    "end": 1540.04,
                    "word": " end",
                    "probability": 0.80224609375
                },
                {
                    "start": 1540.04,
                    "end": 1540.18,
                    "word": "-to",
                    "probability": 0.755859375
                },
                {
                    "start": 1540.18,
                    "end": 1540.36,
                    "word": "-end",
                    "probability": 0.953369140625
                },
                {
                    "start": 1540.36,
                    "end": 1540.44,
                    "word": ",",
                    "probability": 0.71044921875
                },
                {
                    "start": 1540.44,
                    "end": 1540.62,
                    "word": " right",
                    "probability": 0.8583984375
                },
                {
                    "start": 1540.62,
                    "end": 1540.92,
                    "word": " Olaf",
                    "probability": 0.541015625
                },
                {
                    "start": 1540.92,
                    "end": 1541.46,
                    "word": "?",
                    "probability": 0.9697265625
                }
            ]
        },
        {
            "id": 236,
            "seek": 152170,
            "start": 1542.24,
            "end": 1548.04,
            "text": " Definitely, yeah. And to the last two words in the sentence, it needs to be also in production.",
            "tokens": [
                51114,
                12151,
                11,
                1338,
                13,
                400,
                281,
                264,
                1036,
                732,
                2283,
                294,
                264,
                8174,
                11,
                309,
                2203,
                281,
                312,
                611,
                294,
                4265,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22333333253860474,
            "compression_ratio": 1.544502617801047,
            "no_speech_prob": 0.07513427734375,
            "words": [
                {
                    "start": 1542.24,
                    "end": 1542.78,
                    "word": " Definitely",
                    "probability": 0.2275390625
                },
                {
                    "start": 1542.78,
                    "end": 1543.12,
                    "word": ",",
                    "probability": 0.68505859375
                },
                {
                    "start": 1543.12,
                    "end": 1543.3,
                    "word": " yeah",
                    "probability": 0.8701171875
                },
                {
                    "start": 1543.3,
                    "end": 1543.56,
                    "word": ".",
                    "probability": 0.76416015625
                },
                {
                    "start": 1543.56,
                    "end": 1543.94,
                    "word": " And",
                    "probability": 0.87548828125
                },
                {
                    "start": 1543.94,
                    "end": 1544.18,
                    "word": " to",
                    "probability": 0.8525390625
                },
                {
                    "start": 1544.18,
                    "end": 1544.36,
                    "word": " the",
                    "probability": 0.8232421875
                },
                {
                    "start": 1544.36,
                    "end": 1544.6,
                    "word": " last",
                    "probability": 0.833984375
                },
                {
                    "start": 1544.6,
                    "end": 1544.82,
                    "word": " two",
                    "probability": 0.8173828125
                },
                {
                    "start": 1544.82,
                    "end": 1545.14,
                    "word": " words",
                    "probability": 0.71826171875
                },
                {
                    "start": 1545.14,
                    "end": 1545.26,
                    "word": " in",
                    "probability": 0.8759765625
                },
                {
                    "start": 1545.26,
                    "end": 1545.4,
                    "word": " the",
                    "probability": 0.7783203125
                },
                {
                    "start": 1545.4,
                    "end": 1545.8,
                    "word": " sentence",
                    "probability": 0.8447265625
                },
                {
                    "start": 1545.8,
                    "end": 1545.94,
                    "word": ",",
                    "probability": 0.90625
                },
                {
                    "start": 1545.94,
                    "end": 1546.06,
                    "word": " it",
                    "probability": 0.89599609375
                },
                {
                    "start": 1546.06,
                    "end": 1546.26,
                    "word": " needs",
                    "probability": 0.71337890625
                },
                {
                    "start": 1546.26,
                    "end": 1546.38,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1546.38,
                    "end": 1546.58,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1546.58,
                    "end": 1546.86,
                    "word": " also",
                    "probability": 0.81201171875
                },
                {
                    "start": 1546.86,
                    "end": 1547.1,
                    "word": " in",
                    "probability": 0.90673828125
                },
                {
                    "start": 1547.1,
                    "end": 1547.5,
                    "word": " production",
                    "probability": 0.8515625
                },
                {
                    "start": 1547.5,
                    "end": 1548.04,
                    "word": ".",
                    "probability": 0.53125
                }
            ]
        },
        {
            "id": 237,
            "seek": 154752,
            "start": 1548.04,
            "end": 1557.76,
            "text": " Because I've seen labs and acceptance environments, and in my long experience as a consultant,",
            "tokens": [
                50364,
                1436,
                286,
                600,
                1612,
                20339,
                293,
                20351,
                12388,
                11,
                293,
                294,
                452,
                938,
                1752,
                382,
                257,
                24676,
                11,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1548.04,
                    "end": 1548.38,
                    "word": " Because",
                    "probability": 0.325927734375
                },
                {
                    "start": 1548.38,
                    "end": 1548.72,
                    "word": " I've",
                    "probability": 0.948486328125
                },
                {
                    "start": 1548.72,
                    "end": 1549.46,
                    "word": " seen",
                    "probability": 0.8896484375
                },
                {
                    "start": 1549.46,
                    "end": 1549.84,
                    "word": " labs",
                    "probability": 0.76953125
                },
                {
                    "start": 1549.84,
                    "end": 1550.0,
                    "word": " and",
                    "probability": 0.828125
                },
                {
                    "start": 1550.0,
                    "end": 1550.36,
                    "word": " acceptance",
                    "probability": 0.8291015625
                },
                {
                    "start": 1550.36,
                    "end": 1551.12,
                    "word": " environments",
                    "probability": 0.6611328125
                },
                {
                    "start": 1551.12,
                    "end": 1551.88,
                    "word": ",",
                    "probability": 0.340087890625
                },
                {
                    "start": 1551.88,
                    "end": 1551.96,
                    "word": " and",
                    "probability": 0.8291015625
                },
                {
                    "start": 1551.96,
                    "end": 1552.84,
                    "word": " in",
                    "probability": 0.67578125
                },
                {
                    "start": 1552.84,
                    "end": 1553.12,
                    "word": " my",
                    "probability": 0.89013671875
                },
                {
                    "start": 1553.12,
                    "end": 1555.12,
                    "word": " long",
                    "probability": 0.8642578125
                },
                {
                    "start": 1555.12,
                    "end": 1556.56,
                    "word": " experience",
                    "probability": 0.806640625
                },
                {
                    "start": 1556.56,
                    "end": 1556.84,
                    "word": " as",
                    "probability": 0.89599609375
                },
                {
                    "start": 1556.96,
                    "end": 1557.44,
                    "word": " a consultant",
                    "probability": 0.900390625
                },
                {
                    "start": 1557.44,
                    "end": 1557.76,
                    "word": ",",
                    "probability": 0.8291015625
                }
            ]
        },
        {
            "id": 238,
            "seek": 154752,
            "start": 1557.76,
            "end": 1560.3,
            "text": " it's never been really lifelike.",
            "tokens": [
                50814,
                309,
                311,
                1128,
                668,
                534,
                4545,
                338,
                1123,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1557.76,
                    "end": 1557.92,
                    "word": " it's",
                    "probability": 0.943603515625
                },
                {
                    "start": 1557.92,
                    "end": 1558.2,
                    "word": " never",
                    "probability": 0.8681640625
                },
                {
                    "start": 1558.2,
                    "end": 1558.6,
                    "word": " been",
                    "probability": 0.79638671875
                },
                {
                    "start": 1558.6,
                    "end": 1559.24,
                    "word": " really",
                    "probability": 0.7783203125
                },
                {
                    "start": 1559.24,
                    "end": 1559.82,
                    "word": " lifelike",
                    "probability": 0.8338216145833334
                },
                {
                    "start": 1559.82,
                    "end": 1560.3,
                    "word": ".",
                    "probability": 0.994140625
                }
            ]
        },
        {
            "id": 239,
            "seek": 154752,
            "start": 1560.3,
            "end": 1565.26,
            "text": " It can be close, but it's only on maybe a handful of clients I've been to,",
            "tokens": [
                50964,
                467,
                393,
                312,
                1998,
                11,
                457,
                309,
                311,
                787,
                322,
                1310,
                257,
                16458,
                295,
                6982,
                286,
                600,
                668,
                281,
                11,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1560.3,
                    "end": 1560.5,
                    "word": " It",
                    "probability": 0.90185546875
                },
                {
                    "start": 1560.5,
                    "end": 1560.66,
                    "word": " can",
                    "probability": 0.89111328125
                },
                {
                    "start": 1560.66,
                    "end": 1560.8,
                    "word": " be",
                    "probability": 0.90234375
                },
                {
                    "start": 1560.8,
                    "end": 1561.22,
                    "word": " close",
                    "probability": 0.85546875
                },
                {
                    "start": 1561.22,
                    "end": 1561.36,
                    "word": ",",
                    "probability": 0.89892578125
                },
                {
                    "start": 1561.36,
                    "end": 1561.5,
                    "word": " but",
                    "probability": 0.90185546875
                },
                {
                    "start": 1561.5,
                    "end": 1561.74,
                    "word": " it's",
                    "probability": 0.943359375
                },
                {
                    "start": 1561.74,
                    "end": 1562.02,
                    "word": " only",
                    "probability": 0.84033203125
                },
                {
                    "start": 1562.02,
                    "end": 1562.58,
                    "word": " on",
                    "probability": 0.80859375
                },
                {
                    "start": 1562.58,
                    "end": 1563.12,
                    "word": " maybe",
                    "probability": 0.75048828125
                },
                {
                    "start": 1563.72,
                    "end": 1564.04,
                    "word": " a handful",
                    "probability": 0.8994140625
                },
                {
                    "start": 1564.04,
                    "end": 1564.24,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 1564.24,
                    "end": 1564.56,
                    "word": " clients",
                    "probability": 0.8193359375
                },
                {
                    "start": 1564.56,
                    "end": 1564.82,
                    "word": " I've",
                    "probability": 0.964599609375
                },
                {
                    "start": 1564.82,
                    "end": 1564.98,
                    "word": " been",
                    "probability": 0.81103515625
                },
                {
                    "start": 1564.98,
                    "end": 1565.18,
                    "word": " to",
                    "probability": 0.89697265625
                },
                {
                    "start": 1565.18,
                    "end": 1565.26,
                    "word": ",",
                    "probability": 0.1658935546875
                }
            ]
        },
        {
            "id": 240,
            "seek": 154752,
            "start": 1565.26,
            "end": 1568.22,
            "text": " where acceptance actually comes close to production.",
            "tokens": [
                51214,
                689,
                20351,
                767,
                1487,
                1998,
                281,
                4265,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1565.26,
                    "end": 1565.48,
                    "word": " where",
                    "probability": 0.88818359375
                },
                {
                    "start": 1565.48,
                    "end": 1566.32,
                    "word": " acceptance",
                    "probability": 0.8251953125
                },
                {
                    "start": 1566.32,
                    "end": 1566.84,
                    "word": " actually",
                    "probability": 0.7919921875
                },
                {
                    "start": 1566.84,
                    "end": 1567.18,
                    "word": " comes",
                    "probability": 0.81982421875
                },
                {
                    "start": 1567.18,
                    "end": 1567.52,
                    "word": " close",
                    "probability": 0.84619140625
                },
                {
                    "start": 1567.52,
                    "end": 1567.7,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1567.7,
                    "end": 1568.08,
                    "word": " production",
                    "probability": 0.84423828125
                },
                {
                    "start": 1568.08,
                    "end": 1568.22,
                    "word": ".",
                    "probability": 0.6484375
                }
            ]
        },
        {
            "id": 241,
            "seek": 154752,
            "start": 1568.22,
            "end": 1570.96,
            "text": " But still, production is always different.",
            "tokens": [
                51364,
                583,
                920,
                11,
                4265,
                307,
                1009,
                819,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1568.22,
                    "end": 1568.32,
                    "word": " But",
                    "probability": 0.8759765625
                },
                {
                    "start": 1568.32,
                    "end": 1568.62,
                    "word": " still",
                    "probability": 0.89453125
                },
                {
                    "start": 1568.62,
                    "end": 1568.78,
                    "word": ",",
                    "probability": 0.79296875
                },
                {
                    "start": 1568.78,
                    "end": 1569.06,
                    "word": " production",
                    "probability": 0.8642578125
                },
                {
                    "start": 1569.06,
                    "end": 1569.32,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 1569.32,
                    "end": 1569.86,
                    "word": " always",
                    "probability": 0.767578125
                },
                {
                    "start": 1569.86,
                    "end": 1570.4,
                    "word": " different",
                    "probability": 0.68359375
                },
                {
                    "start": 1570.4,
                    "end": 1570.96,
                    "word": ".",
                    "probability": 0.85205078125
                }
            ]
        },
        {
            "id": 242,
            "seek": 154752,
            "start": 1571.2,
            "end": 1573.86,
            "text": " And this is the stuff that you're trying to protect, right?",
            "tokens": [
                51514,
                400,
                341,
                307,
                264,
                1507,
                300,
                291,
                434,
                1382,
                281,
                2371,
                11,
                558,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17445055010554555,
            "compression_ratio": 1.577092511013216,
            "no_speech_prob": 0.045684814453125,
            "words": [
                {
                    "start": 1571.2,
                    "end": 1571.4,
                    "word": " And",
                    "probability": 0.71923828125
                },
                {
                    "start": 1571.4,
                    "end": 1571.96,
                    "word": " this",
                    "probability": 0.8671875
                },
                {
                    "start": 1571.96,
                    "end": 1572.1,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 1572.1,
                    "end": 1572.26,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 1572.26,
                    "end": 1572.48,
                    "word": " stuff",
                    "probability": 0.79248046875
                },
                {
                    "start": 1572.48,
                    "end": 1572.64,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 1572.64,
                    "end": 1572.8,
                    "word": " you're",
                    "probability": 0.919677734375
                },
                {
                    "start": 1572.8,
                    "end": 1573.04,
                    "word": " trying",
                    "probability": 0.81396484375
                },
                {
                    "start": 1573.04,
                    "end": 1573.24,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1573.24,
                    "end": 1573.62,
                    "word": " protect",
                    "probability": 0.7939453125
                },
                {
                    "start": 1573.62,
                    "end": 1573.7,
                    "word": ",",
                    "probability": 0.791015625
                },
                {
                    "start": 1573.7,
                    "end": 1573.86,
                    "word": " right",
                    "probability": 0.8359375
                },
                {
                    "start": 1573.86,
                    "end": 1573.86,
                    "word": "?",
                    "probability": 0.93505859375
                }
            ]
        },
        {
            "id": 243,
            "seek": 157702,
            "start": 1573.86,
            "end": 1578.94,
            "text": " So, why would you be executing all this stuff in a lab and then hope it works in production?",
            "tokens": [
                50364,
                407,
                11,
                983,
                576,
                291,
                312,
                32368,
                439,
                341,
                1507,
                294,
                257,
                2715,
                293,
                550,
                1454,
                309,
                1985,
                294,
                4265,
                30,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1573.86,
                    "end": 1574.0,
                    "word": " So",
                    "probability": 0.6015625
                },
                {
                    "start": 1574.0,
                    "end": 1574.08,
                    "word": ",",
                    "probability": 0.18212890625
                },
                {
                    "start": 1574.08,
                    "end": 1574.18,
                    "word": " why",
                    "probability": 0.80029296875
                },
                {
                    "start": 1574.18,
                    "end": 1574.38,
                    "word": " would",
                    "probability": 0.86181640625
                },
                {
                    "start": 1574.38,
                    "end": 1574.54,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 1574.54,
                    "end": 1574.94,
                    "word": " be",
                    "probability": 0.89794921875
                },
                {
                    "start": 1574.94,
                    "end": 1575.6,
                    "word": " executing",
                    "probability": 0.71826171875
                },
                {
                    "start": 1575.6,
                    "end": 1575.8,
                    "word": " all",
                    "probability": 0.8955078125
                },
                {
                    "start": 1575.8,
                    "end": 1575.92,
                    "word": " this",
                    "probability": 0.86279296875
                },
                {
                    "start": 1575.92,
                    "end": 1576.14,
                    "word": " stuff",
                    "probability": 0.80126953125
                },
                {
                    "start": 1576.14,
                    "end": 1576.24,
                    "word": " in",
                    "probability": 0.908203125
                },
                {
                    "start": 1576.38,
                    "end": 1576.66,
                    "word": " a lab",
                    "probability": 0.89111328125
                },
                {
                    "start": 1576.66,
                    "end": 1576.82,
                    "word": " and",
                    "probability": 0.826171875
                },
                {
                    "start": 1576.82,
                    "end": 1576.98,
                    "word": " then",
                    "probability": 0.71142578125
                },
                {
                    "start": 1576.98,
                    "end": 1577.3,
                    "word": " hope",
                    "probability": 0.80419921875
                },
                {
                    "start": 1577.3,
                    "end": 1577.6,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 1577.6,
                    "end": 1577.86,
                    "word": " works",
                    "probability": 0.73828125
                },
                {
                    "start": 1577.86,
                    "end": 1578.02,
                    "word": " in",
                    "probability": 0.908203125
                },
                {
                    "start": 1578.02,
                    "end": 1578.46,
                    "word": " production",
                    "probability": 0.85205078125
                },
                {
                    "start": 1578.46,
                    "end": 1578.94,
                    "word": "?",
                    "probability": 0.86572265625
                }
            ]
        },
        {
            "id": 244,
            "seek": 157702,
            "start": 1579.12,
            "end": 1580.48,
            "text": " You need to make sure.",
            "tokens": [
                50614,
                509,
                643,
                281,
                652,
                988,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1579.12,
                    "end": 1579.32,
                    "word": " You",
                    "probability": 0.88916015625
                },
                {
                    "start": 1579.32,
                    "end": 1579.46,
                    "word": " need",
                    "probability": 0.8134765625
                },
                {
                    "start": 1579.46,
                    "end": 1579.56,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 1579.56,
                    "end": 1579.72,
                    "word": " make",
                    "probability": 0.875
                },
                {
                    "start": 1579.72,
                    "end": 1580.0,
                    "word": " sure",
                    "probability": 0.8115234375
                },
                {
                    "start": 1580.0,
                    "end": 1580.48,
                    "word": ".",
                    "probability": 0.9794921875
                }
            ]
        },
        {
            "id": 245,
            "seek": 157702,
            "start": 1586.08,
            "end": 1593.1,
            "text": " So, what are some of the requirements if you want to run an automated adversarial simulation exercise?",
            "tokens": [
                50714,
                407,
                11,
                437,
                366,
                512,
                295,
                264,
                7728,
                498,
                291,
                528,
                281,
                1190,
                364,
                18473,
                17641,
                44745,
                16575,
                5380,
                30,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1586.08,
                    "end": 1586.46,
                    "word": " So",
                    "probability": 0.322021484375
                },
                {
                    "start": 1586.46,
                    "end": 1586.54,
                    "word": ",",
                    "probability": 0.822265625
                },
                {
                    "start": 1586.54,
                    "end": 1586.64,
                    "word": " what",
                    "probability": 0.88134765625
                },
                {
                    "start": 1586.64,
                    "end": 1586.74,
                    "word": " are",
                    "probability": 0.888671875
                },
                {
                    "start": 1586.74,
                    "end": 1586.9,
                    "word": " some",
                    "probability": 0.80517578125
                },
                {
                    "start": 1586.9,
                    "end": 1587.02,
                    "word": " of",
                    "probability": 0.89404296875
                },
                {
                    "start": 1587.02,
                    "end": 1587.14,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 1587.14,
                    "end": 1587.52,
                    "word": " requirements",
                    "probability": 0.8447265625
                },
                {
                    "start": 1587.52,
                    "end": 1587.84,
                    "word": " if",
                    "probability": 0.83642578125
                },
                {
                    "start": 1587.84,
                    "end": 1587.94,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 1587.94,
                    "end": 1588.1,
                    "word": " want",
                    "probability": 0.603515625
                },
                {
                    "start": 1588.1,
                    "end": 1588.26,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1588.26,
                    "end": 1588.64,
                    "word": " run",
                    "probability": 0.8994140625
                },
                {
                    "start": 1588.64,
                    "end": 1589.82,
                    "word": " an",
                    "probability": 0.8837890625
                },
                {
                    "start": 1589.82,
                    "end": 1590.34,
                    "word": " automated",
                    "probability": 0.89111328125
                },
                {
                    "start": 1590.34,
                    "end": 1591.1,
                    "word": " adversarial",
                    "probability": 0.6968994140625
                },
                {
                    "start": 1591.1,
                    "end": 1591.62,
                    "word": " simulation",
                    "probability": 0.96826171875
                },
                {
                    "start": 1591.62,
                    "end": 1592.82,
                    "word": " exercise",
                    "probability": 0.87109375
                },
                {
                    "start": 1592.82,
                    "end": 1593.1,
                    "word": "?",
                    "probability": 0.9130859375
                }
            ]
        },
        {
            "id": 246,
            "seek": 157702,
            "start": 1593.1,
            "end": 1598.0,
            "text": " I think similar to a PRPL team exercise, in this case, I think the requirements are similar.",
            "tokens": [
                51064,
                286,
                519,
                2531,
                281,
                257,
                11568,
                21593,
                1469,
                5380,
                11,
                294,
                341,
                1389,
                11,
                286,
                519,
                264,
                7728,
                366,
                2531,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1593.1,
                    "end": 1593.16,
                    "word": " I",
                    "probability": 0.98193359375
                },
                {
                    "start": 1593.16,
                    "end": 1593.46,
                    "word": " think",
                    "probability": 0.8046875
                },
                {
                    "start": 1593.46,
                    "end": 1594.04,
                    "word": " similar",
                    "probability": 0.71533203125
                },
                {
                    "start": 1594.04,
                    "end": 1594.36,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1594.54,
                    "end": 1594.74,
                    "word": " a PRPL",
                    "probability": 0.6527099609375
                },
                {
                    "start": 1594.74,
                    "end": 1594.94,
                    "word": " team",
                    "probability": 0.85791015625
                },
                {
                    "start": 1594.94,
                    "end": 1595.4,
                    "word": " exercise",
                    "probability": 0.8759765625
                },
                {
                    "start": 1595.4,
                    "end": 1595.56,
                    "word": ",",
                    "probability": 0.454833984375
                },
                {
                    "start": 1595.56,
                    "end": 1595.68,
                    "word": " in",
                    "probability": 0.8974609375
                },
                {
                    "start": 1595.68,
                    "end": 1595.86,
                    "word": " this",
                    "probability": 0.8779296875
                },
                {
                    "start": 1595.86,
                    "end": 1596.1,
                    "word": " case",
                    "probability": 0.80859375
                },
                {
                    "start": 1596.1,
                    "end": 1596.18,
                    "word": ",",
                    "probability": 0.76953125
                },
                {
                    "start": 1596.18,
                    "end": 1596.24,
                    "word": " I",
                    "probability": 0.9931640625
                },
                {
                    "start": 1596.24,
                    "end": 1596.38,
                    "word": " think",
                    "probability": 0.80908203125
                },
                {
                    "start": 1596.38,
                    "end": 1596.52,
                    "word": " the",
                    "probability": 0.62451171875
                },
                {
                    "start": 1596.52,
                    "end": 1596.86,
                    "word": " requirements",
                    "probability": 0.88037109375
                },
                {
                    "start": 1596.86,
                    "end": 1597.14,
                    "word": " are",
                    "probability": 0.89501953125
                },
                {
                    "start": 1597.14,
                    "end": 1597.52,
                    "word": " similar",
                    "probability": 0.9248046875
                },
                {
                    "start": 1597.52,
                    "end": 1598.0,
                    "word": ".",
                    "probability": 0.8564453125
                }
            ]
        },
        {
            "id": 247,
            "seek": 157702,
            "start": 1598.38,
            "end": 1600.28,
            "text": " You need a defensive capability.",
            "tokens": [
                51314,
                509,
                643,
                257,
                16468,
                13759,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1598.38,
                    "end": 1598.72,
                    "word": " You",
                    "probability": 0.87890625
                },
                {
                    "start": 1598.72,
                    "end": 1598.98,
                    "word": " need",
                    "probability": 0.56982421875
                },
                {
                    "start": 1599.12,
                    "end": 1599.4,
                    "word": " a defensive",
                    "probability": 0.34521484375
                },
                {
                    "start": 1599.4,
                    "end": 1600.0,
                    "word": " capability",
                    "probability": 0.93603515625
                },
                {
                    "start": 1600.0,
                    "end": 1600.28,
                    "word": ".",
                    "probability": 0.8583984375
                }
            ]
        },
        {
            "id": 248,
            "seek": 157702,
            "start": 1600.28,
            "end": 1607.9,
            "text": " It doesn't have to be cutting edge, like with the whole visibility and hundreds of detections.",
            "tokens": [
                51414,
                467,
                1177,
                380,
                362,
                281,
                312,
                6492,
                4691,
                11,
                411,
                365,
                264,
                1379,
                19883,
                293,
                6779,
                295,
                5531,
                626,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2112268588885113,
            "compression_ratio": 1.6380597014925373,
            "no_speech_prob": 0.051025390625,
            "words": [
                {
                    "start": 1600.28,
                    "end": 1600.28,
                    "word": " It",
                    "probability": 0.87646484375
                },
                {
                    "start": 1600.28,
                    "end": 1600.46,
                    "word": " doesn't",
                    "probability": 0.93359375
                },
                {
                    "start": 1600.46,
                    "end": 1600.68,
                    "word": " have",
                    "probability": 0.88671875
                },
                {
                    "start": 1600.68,
                    "end": 1600.82,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1600.82,
                    "end": 1601.64,
                    "word": " be",
                    "probability": 0.90869140625
                },
                {
                    "start": 1601.64,
                    "end": 1603.58,
                    "word": " cutting",
                    "probability": 0.75048828125
                },
                {
                    "start": 1603.58,
                    "end": 1604.06,
                    "word": " edge",
                    "probability": 0.685546875
                },
                {
                    "start": 1604.06,
                    "end": 1604.3,
                    "word": ",",
                    "probability": 0.59423828125
                },
                {
                    "start": 1604.3,
                    "end": 1604.82,
                    "word": " like",
                    "probability": 0.50830078125
                },
                {
                    "start": 1604.82,
                    "end": 1605.08,
                    "word": " with",
                    "probability": 0.77001953125
                },
                {
                    "start": 1605.08,
                    "end": 1605.36,
                    "word": " the",
                    "probability": 0.732421875
                },
                {
                    "start": 1605.36,
                    "end": 1605.66,
                    "word": " whole",
                    "probability": 0.734375
                },
                {
                    "start": 1605.66,
                    "end": 1606.12,
                    "word": " visibility",
                    "probability": 0.7978515625
                },
                {
                    "start": 1606.12,
                    "end": 1606.6,
                    "word": " and",
                    "probability": 0.87060546875
                },
                {
                    "start": 1606.6,
                    "end": 1607.08,
                    "word": " hundreds",
                    "probability": 0.80908203125
                },
                {
                    "start": 1607.08,
                    "end": 1607.26,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 1607.26,
                    "end": 1607.76,
                    "word": " detections",
                    "probability": 0.81298828125
                },
                {
                    "start": 1607.76,
                    "end": 1607.9,
                    "word": ".",
                    "probability": 0.8662109375
                }
            ]
        },
        {
            "id": 249,
            "seek": 160444,
            "start": 1607.9,
            "end": 1613.14,
            "text": " You can have less mature, and still, it will help to test the controls that you have in place.",
            "tokens": [
                50364,
                509,
                393,
                362,
                1570,
                14442,
                11,
                293,
                920,
                11,
                309,
                486,
                854,
                281,
                1500,
                264,
                9003,
                300,
                291,
                362,
                294,
                1081,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1607.9,
                    "end": 1608.24,
                    "word": " You",
                    "probability": 0.08978271484375
                },
                {
                    "start": 1608.24,
                    "end": 1608.4,
                    "word": " can",
                    "probability": 0.86962890625
                },
                {
                    "start": 1608.4,
                    "end": 1608.68,
                    "word": " have",
                    "probability": 0.849609375
                },
                {
                    "start": 1608.68,
                    "end": 1609.44,
                    "word": " less",
                    "probability": 0.64453125
                },
                {
                    "start": 1609.44,
                    "end": 1609.78,
                    "word": " mature",
                    "probability": 0.7646484375
                },
                {
                    "start": 1609.78,
                    "end": 1610.0,
                    "word": ",",
                    "probability": 0.2298583984375
                },
                {
                    "start": 1610.0,
                    "end": 1610.0,
                    "word": " and",
                    "probability": 0.865234375
                },
                {
                    "start": 1610.0,
                    "end": 1610.34,
                    "word": " still",
                    "probability": 0.4990234375
                },
                {
                    "start": 1610.34,
                    "end": 1610.52,
                    "word": ",",
                    "probability": 0.51806640625
                },
                {
                    "start": 1610.52,
                    "end": 1610.88,
                    "word": " it",
                    "probability": 0.90283203125
                },
                {
                    "start": 1610.88,
                    "end": 1611.02,
                    "word": " will",
                    "probability": 0.814453125
                },
                {
                    "start": 1611.02,
                    "end": 1611.38,
                    "word": " help",
                    "probability": 0.8154296875
                },
                {
                    "start": 1611.38,
                    "end": 1611.62,
                    "word": " to",
                    "probability": 0.8759765625
                },
                {
                    "start": 1611.62,
                    "end": 1611.88,
                    "word": " test",
                    "probability": 0.8203125
                },
                {
                    "start": 1611.88,
                    "end": 1612.04,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 1612.04,
                    "end": 1612.34,
                    "word": " controls",
                    "probability": 0.61474609375
                },
                {
                    "start": 1612.34,
                    "end": 1612.48,
                    "word": " that",
                    "probability": 0.87060546875
                },
                {
                    "start": 1612.48,
                    "end": 1612.56,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 1612.56,
                    "end": 1612.7,
                    "word": " have",
                    "probability": 0.87744140625
                },
                {
                    "start": 1612.7,
                    "end": 1612.84,
                    "word": " in",
                    "probability": 0.90234375
                },
                {
                    "start": 1612.84,
                    "end": 1613.06,
                    "word": " place",
                    "probability": 0.81494140625
                },
                {
                    "start": 1613.06,
                    "end": 1613.14,
                    "word": ".",
                    "probability": 0.97265625
                }
            ]
        },
        {
            "id": 250,
            "seek": 160444,
            "start": 1613.14,
            "end": 1617.62,
            "text": " Of course, you have to tailor the simulation exercise to the controls that you have in place.",
            "tokens": [
                50614,
                2720,
                1164,
                11,
                291,
                362,
                281,
                33068,
                264,
                16575,
                5380,
                281,
                264,
                9003,
                300,
                291,
                362,
                294,
                1081,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1613.14,
                    "end": 1613.26,
                    "word": " Of",
                    "probability": 0.90576171875
                },
                {
                    "start": 1613.26,
                    "end": 1613.36,
                    "word": " course",
                    "probability": 0.8642578125
                },
                {
                    "start": 1613.36,
                    "end": 1613.4,
                    "word": ",",
                    "probability": 0.83251953125
                },
                {
                    "start": 1613.4,
                    "end": 1613.46,
                    "word": " you",
                    "probability": 0.8984375
                },
                {
                    "start": 1613.46,
                    "end": 1613.58,
                    "word": " have",
                    "probability": 0.880859375
                },
                {
                    "start": 1613.58,
                    "end": 1613.76,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1613.76,
                    "end": 1614.12,
                    "word": " tailor",
                    "probability": 0.80078125
                },
                {
                    "start": 1614.12,
                    "end": 1614.96,
                    "word": " the",
                    "probability": 0.8056640625
                },
                {
                    "start": 1614.96,
                    "end": 1615.56,
                    "word": " simulation",
                    "probability": 0.92041015625
                },
                {
                    "start": 1615.56,
                    "end": 1616.04,
                    "word": " exercise",
                    "probability": 0.87060546875
                },
                {
                    "start": 1616.04,
                    "end": 1616.24,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1616.24,
                    "end": 1616.4,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 1616.4,
                    "end": 1616.7,
                    "word": " controls",
                    "probability": 0.60546875
                },
                {
                    "start": 1616.7,
                    "end": 1616.88,
                    "word": " that",
                    "probability": 0.8779296875
                },
                {
                    "start": 1616.88,
                    "end": 1616.96,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 1616.96,
                    "end": 1617.08,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 1617.08,
                    "end": 1617.22,
                    "word": " in",
                    "probability": 0.90234375
                },
                {
                    "start": 1617.22,
                    "end": 1617.5,
                    "word": " place",
                    "probability": 0.8115234375
                },
                {
                    "start": 1617.5,
                    "end": 1617.62,
                    "word": ".",
                    "probability": 0.297607421875
                }
            ]
        },
        {
            "id": 251,
            "seek": 160444,
            "start": 1617.62,
            "end": 1621.04,
            "text": " But you need to have some kind of visibility in a detection program, right?",
            "tokens": [
                50864,
                583,
                291,
                643,
                281,
                362,
                512,
                733,
                295,
                19883,
                294,
                257,
                17784,
                1461,
                11,
                558,
                30,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1617.62,
                    "end": 1617.8,
                    "word": " But",
                    "probability": 0.86572265625
                },
                {
                    "start": 1617.8,
                    "end": 1618.32,
                    "word": " you",
                    "probability": 0.8115234375
                },
                {
                    "start": 1618.32,
                    "end": 1618.46,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1618.46,
                    "end": 1618.58,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 1618.58,
                    "end": 1618.74,
                    "word": " have",
                    "probability": 0.88623046875
                },
                {
                    "start": 1618.74,
                    "end": 1618.9,
                    "word": " some",
                    "probability": 0.822265625
                },
                {
                    "start": 1618.9,
                    "end": 1619.06,
                    "word": " kind",
                    "probability": 0.77197265625
                },
                {
                    "start": 1619.06,
                    "end": 1619.14,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 1619.14,
                    "end": 1619.58,
                    "word": " visibility",
                    "probability": 0.88525390625
                },
                {
                    "start": 1619.58,
                    "end": 1619.98,
                    "word": " in",
                    "probability": 0.77197265625
                },
                {
                    "start": 1620.08,
                    "end": 1620.38,
                    "word": " a detection",
                    "probability": 0.72412109375
                },
                {
                    "start": 1620.38,
                    "end": 1620.78,
                    "word": " program",
                    "probability": 0.5712890625
                },
                {
                    "start": 1620.78,
                    "end": 1620.88,
                    "word": ",",
                    "probability": 0.548828125
                },
                {
                    "start": 1620.88,
                    "end": 1621.04,
                    "word": " right",
                    "probability": 0.64501953125
                },
                {
                    "start": 1621.04,
                    "end": 1621.04,
                    "word": "?",
                    "probability": 0.91943359375
                }
            ]
        },
        {
            "id": 252,
            "seek": 160444,
            "start": 1621.04,
            "end": 1625.62,
            "text": " Otherwise, you don't know which controls to test.",
            "tokens": [
                51014,
                10328,
                11,
                291,
                500,
                380,
                458,
                597,
                9003,
                281,
                1500,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1621.04,
                    "end": 1621.34,
                    "word": " Otherwise",
                    "probability": 0.91943359375
                },
                {
                    "start": 1621.34,
                    "end": 1621.7,
                    "word": ",",
                    "probability": 0.86474609375
                },
                {
                    "start": 1621.7,
                    "end": 1622.1,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1622.1,
                    "end": 1622.86,
                    "word": " don't",
                    "probability": 0.94384765625
                },
                {
                    "start": 1622.86,
                    "end": 1623.26,
                    "word": " know",
                    "probability": 0.7744140625
                },
                {
                    "start": 1623.26,
                    "end": 1623.46,
                    "word": " which",
                    "probability": 0.91650390625
                },
                {
                    "start": 1623.46,
                    "end": 1623.84,
                    "word": " controls",
                    "probability": 0.59912109375
                },
                {
                    "start": 1623.84,
                    "end": 1624.02,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1624.02,
                    "end": 1625.18,
                    "word": " test",
                    "probability": 0.82421875
                },
                {
                    "start": 1625.18,
                    "end": 1625.62,
                    "word": ".",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 253,
            "seek": 160444,
            "start": 1626.48,
            "end": 1631.12,
            "text": " Ideally, and definitely, we need some knowledge of the threats that we are executing, right?",
            "tokens": [
                51264,
                40817,
                11,
                293,
                2138,
                11,
                321,
                643,
                512,
                3601,
                295,
                264,
                14909,
                300,
                321,
                366,
                32368,
                11,
                558,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1626.48,
                    "end": 1626.92,
                    "word": " Ideally",
                    "probability": 0.79150390625
                },
                {
                    "start": 1626.92,
                    "end": 1627.36,
                    "word": ",",
                    "probability": 0.6796875
                },
                {
                    "start": 1627.36,
                    "end": 1627.58,
                    "word": " and",
                    "probability": 0.89208984375
                },
                {
                    "start": 1627.58,
                    "end": 1627.94,
                    "word": " definitely",
                    "probability": 0.7841796875
                },
                {
                    "start": 1627.94,
                    "end": 1628.16,
                    "word": ",",
                    "probability": 0.5966796875
                },
                {
                    "start": 1628.16,
                    "end": 1628.2,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 1628.2,
                    "end": 1628.38,
                    "word": " need",
                    "probability": 0.80615234375
                },
                {
                    "start": 1628.38,
                    "end": 1628.58,
                    "word": " some",
                    "probability": 0.81982421875
                },
                {
                    "start": 1628.58,
                    "end": 1628.9,
                    "word": " knowledge",
                    "probability": 0.84423828125
                },
                {
                    "start": 1628.9,
                    "end": 1629.08,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 1629.08,
                    "end": 1629.22,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 1629.22,
                    "end": 1629.5,
                    "word": " threats",
                    "probability": 0.50634765625
                },
                {
                    "start": 1629.5,
                    "end": 1629.72,
                    "word": " that",
                    "probability": 0.884765625
                },
                {
                    "start": 1629.72,
                    "end": 1629.88,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 1629.88,
                    "end": 1630.0,
                    "word": " are",
                    "probability": 0.662109375
                },
                {
                    "start": 1630.0,
                    "end": 1630.46,
                    "word": " executing",
                    "probability": 0.6982421875
                },
                {
                    "start": 1630.46,
                    "end": 1630.7,
                    "word": ",",
                    "probability": 0.88525390625
                },
                {
                    "start": 1630.7,
                    "end": 1630.9,
                    "word": " right",
                    "probability": 0.8798828125
                },
                {
                    "start": 1630.9,
                    "end": 1631.12,
                    "word": "?",
                    "probability": 0.98193359375
                }
            ]
        },
        {
            "id": 254,
            "seek": 160444,
            "start": 1631.12,
            "end": 1635.32,
            "text": " So, this is, again, where the PRPL comes in on the talk, right?",
            "tokens": [
                51514,
                407,
                11,
                341,
                307,
                11,
                797,
                11,
                689,
                264,
                11568,
                21593,
                1487,
                294,
                322,
                264,
                751,
                11,
                558,
                30,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.196874995653828,
            "compression_ratio": 1.7773584905660378,
            "no_speech_prob": 0.0196990966796875,
            "words": [
                {
                    "start": 1631.12,
                    "end": 1631.34,
                    "word": " So",
                    "probability": 0.888671875
                },
                {
                    "start": 1631.34,
                    "end": 1631.38,
                    "word": ",",
                    "probability": 0.2442626953125
                },
                {
                    "start": 1631.38,
                    "end": 1631.5,
                    "word": " this",
                    "probability": 0.88134765625
                },
                {
                    "start": 1631.5,
                    "end": 1631.68,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 1631.68,
                    "end": 1632.0,
                    "word": ",",
                    "probability": 0.62353515625
                },
                {
                    "start": 1632.0,
                    "end": 1632.0,
                    "word": " again",
                    "probability": 0.92041015625
                },
                {
                    "start": 1632.0,
                    "end": 1632.12,
                    "word": ",",
                    "probability": 0.994140625
                },
                {
                    "start": 1632.12,
                    "end": 1632.54,
                    "word": " where",
                    "probability": 0.9052734375
                },
                {
                    "start": 1632.54,
                    "end": 1633.12,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 1633.12,
                    "end": 1633.46,
                    "word": " PRPL",
                    "probability": 0.410797119140625
                },
                {
                    "start": 1633.46,
                    "end": 1633.86,
                    "word": " comes",
                    "probability": 0.8046875
                },
                {
                    "start": 1633.86,
                    "end": 1634.18,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 1634.18,
                    "end": 1634.64,
                    "word": " on",
                    "probability": 0.86962890625
                },
                {
                    "start": 1634.64,
                    "end": 1634.8,
                    "word": " the",
                    "probability": 0.82470703125
                },
                {
                    "start": 1634.8,
                    "end": 1635.06,
                    "word": " talk",
                    "probability": 0.74755859375
                },
                {
                    "start": 1635.06,
                    "end": 1635.12,
                    "word": ",",
                    "probability": 0.90966796875
                },
                {
                    "start": 1635.12,
                    "end": 1635.3,
                    "word": " right",
                    "probability": 0.87548828125
                },
                {
                    "start": 1635.3,
                    "end": 1635.32,
                    "word": "?",
                    "probability": 0.9765625
                }
            ]
        },
        {
            "id": 255,
            "seek": 163226,
            "start": 1635.32,
            "end": 1642.52,
            "text": " So, we as detection engineers, as a detection team, we need to be aware of these techniques.",
            "tokens": [
                50364,
                407,
                11,
                321,
                382,
                17784,
                11955,
                11,
                382,
                257,
                17784,
                1469,
                11,
                321,
                643,
                281,
                312,
                3650,
                295,
                613,
                7512,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.247532908540023,
            "compression_ratio": 1.6805555555555556,
            "no_speech_prob": 0.0301971435546875,
            "words": [
                {
                    "start": 1635.32,
                    "end": 1635.48,
                    "word": " So",
                    "probability": 0.55224609375
                },
                {
                    "start": 1635.48,
                    "end": 1635.64,
                    "word": ",",
                    "probability": 0.359375
                },
                {
                    "start": 1635.64,
                    "end": 1635.74,
                    "word": " we",
                    "probability": 0.8857421875
                },
                {
                    "start": 1635.74,
                    "end": 1635.94,
                    "word": " as",
                    "probability": 0.75537109375
                },
                {
                    "start": 1635.94,
                    "end": 1636.3,
                    "word": " detection",
                    "probability": 0.73046875
                },
                {
                    "start": 1636.3,
                    "end": 1636.86,
                    "word": " engineers",
                    "probability": 0.66259765625
                },
                {
                    "start": 1636.86,
                    "end": 1637.2,
                    "word": ",",
                    "probability": 0.83544921875
                },
                {
                    "start": 1637.2,
                    "end": 1637.22,
                    "word": " as",
                    "probability": 0.90625
                },
                {
                    "start": 1637.36,
                    "end": 1637.64,
                    "word": " a detection",
                    "probability": 0.75830078125
                },
                {
                    "start": 1637.64,
                    "end": 1640.34,
                    "word": " team",
                    "probability": 0.8701171875
                },
                {
                    "start": 1640.34,
                    "end": 1640.54,
                    "word": ",",
                    "probability": 0.92822265625
                },
                {
                    "start": 1640.54,
                    "end": 1640.9,
                    "word": " we",
                    "probability": 0.87060546875
                },
                {
                    "start": 1640.9,
                    "end": 1641.02,
                    "word": " need",
                    "probability": 0.8037109375
                },
                {
                    "start": 1641.02,
                    "end": 1641.14,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1641.14,
                    "end": 1641.26,
                    "word": " be",
                    "probability": 0.91455078125
                },
                {
                    "start": 1641.26,
                    "end": 1641.48,
                    "word": " aware",
                    "probability": 0.7978515625
                },
                {
                    "start": 1641.48,
                    "end": 1641.6,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 1641.6,
                    "end": 1641.74,
                    "word": " these",
                    "probability": 0.69091796875
                },
                {
                    "start": 1641.74,
                    "end": 1642.22,
                    "word": " techniques",
                    "probability": 0.83349609375
                },
                {
                    "start": 1642.22,
                    "end": 1642.52,
                    "word": ".",
                    "probability": 0.5400390625
                }
            ]
        },
        {
            "id": 256,
            "seek": 163226,
            "start": 1642.52,
            "end": 1648.82,
            "text": " Maybe not to the level of the Red Team does and execute them like a Red Team does,",
            "tokens": [
                50714,
                2704,
                406,
                281,
                264,
                1496,
                295,
                264,
                4477,
                7606,
                775,
                293,
                14483,
                552,
                411,
                257,
                4477,
                7606,
                775,
                11,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.247532908540023,
            "compression_ratio": 1.6805555555555556,
            "no_speech_prob": 0.0301971435546875,
            "words": [
                {
                    "start": 1642.52,
                    "end": 1642.72,
                    "word": " Maybe",
                    "probability": 0.91552734375
                },
                {
                    "start": 1642.72,
                    "end": 1643.28,
                    "word": " not",
                    "probability": 0.88818359375
                },
                {
                    "start": 1643.28,
                    "end": 1644.18,
                    "word": " to",
                    "probability": 0.84375
                },
                {
                    "start": 1644.18,
                    "end": 1644.4,
                    "word": " the",
                    "probability": 0.81689453125
                },
                {
                    "start": 1644.4,
                    "end": 1644.64,
                    "word": " level",
                    "probability": 0.81689453125
                },
                {
                    "start": 1644.64,
                    "end": 1644.8,
                    "word": " of",
                    "probability": 0.65185546875
                },
                {
                    "start": 1644.8,
                    "end": 1644.94,
                    "word": " the",
                    "probability": 0.74169921875
                },
                {
                    "start": 1644.94,
                    "end": 1645.14,
                    "word": " Red",
                    "probability": 0.4990234375
                },
                {
                    "start": 1645.14,
                    "end": 1645.34,
                    "word": " Team",
                    "probability": 0.841796875
                },
                {
                    "start": 1645.34,
                    "end": 1645.62,
                    "word": " does",
                    "probability": 0.342041015625
                },
                {
                    "start": 1645.62,
                    "end": 1646.28,
                    "word": " and",
                    "probability": 0.63037109375
                },
                {
                    "start": 1646.28,
                    "end": 1646.72,
                    "word": " execute",
                    "probability": 0.78662109375
                },
                {
                    "start": 1646.72,
                    "end": 1647.04,
                    "word": " them",
                    "probability": 0.75048828125
                },
                {
                    "start": 1647.04,
                    "end": 1648.0,
                    "word": " like",
                    "probability": 0.8251953125
                },
                {
                    "start": 1648.12,
                    "end": 1648.28,
                    "word": " a Red",
                    "probability": 0.8857421875
                },
                {
                    "start": 1648.28,
                    "end": 1648.4,
                    "word": " Team",
                    "probability": 0.92578125
                },
                {
                    "start": 1648.4,
                    "end": 1648.7,
                    "word": " does",
                    "probability": 0.80859375
                },
                {
                    "start": 1648.7,
                    "end": 1648.82,
                    "word": ",",
                    "probability": 0.7373046875
                }
            ]
        },
        {
            "id": 257,
            "seek": 163226,
            "start": 1648.82,
            "end": 1655.64,
            "text": " but at least to the point where we can simulate them and confirm that our logic is working.",
            "tokens": [
                51014,
                457,
                412,
                1935,
                281,
                264,
                935,
                689,
                321,
                393,
                27817,
                552,
                293,
                9064,
                300,
                527,
                9952,
                307,
                1364,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.247532908540023,
            "compression_ratio": 1.6805555555555556,
            "no_speech_prob": 0.0301971435546875,
            "words": [
                {
                    "start": 1648.82,
                    "end": 1649.02,
                    "word": " but",
                    "probability": 0.89892578125
                },
                {
                    "start": 1649.02,
                    "end": 1649.74,
                    "word": " at",
                    "probability": 0.89111328125
                },
                {
                    "start": 1649.74,
                    "end": 1650.02,
                    "word": " least",
                    "probability": 0.85546875
                },
                {
                    "start": 1650.02,
                    "end": 1650.58,
                    "word": " to",
                    "probability": 0.88525390625
                },
                {
                    "start": 1650.58,
                    "end": 1650.78,
                    "word": " the",
                    "probability": 0.81201171875
                },
                {
                    "start": 1650.78,
                    "end": 1651.06,
                    "word": " point",
                    "probability": 0.83984375
                },
                {
                    "start": 1651.06,
                    "end": 1651.22,
                    "word": " where",
                    "probability": 0.8955078125
                },
                {
                    "start": 1651.22,
                    "end": 1651.36,
                    "word": " we",
                    "probability": 0.90576171875
                },
                {
                    "start": 1651.36,
                    "end": 1651.52,
                    "word": " can",
                    "probability": 0.90185546875
                },
                {
                    "start": 1651.52,
                    "end": 1651.92,
                    "word": " simulate",
                    "probability": 0.93408203125
                },
                {
                    "start": 1651.92,
                    "end": 1652.34,
                    "word": " them",
                    "probability": 0.736328125
                },
                {
                    "start": 1652.34,
                    "end": 1652.9,
                    "word": " and",
                    "probability": 0.8623046875
                },
                {
                    "start": 1652.9,
                    "end": 1653.4,
                    "word": " confirm",
                    "probability": 0.87060546875
                },
                {
                    "start": 1653.4,
                    "end": 1653.8,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 1653.8,
                    "end": 1654.36,
                    "word": " our",
                    "probability": 0.775390625
                },
                {
                    "start": 1654.36,
                    "end": 1654.72,
                    "word": " logic",
                    "probability": 0.73193359375
                },
                {
                    "start": 1654.72,
                    "end": 1654.96,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 1654.96,
                    "end": 1655.3,
                    "word": " working",
                    "probability": 0.77294921875
                },
                {
                    "start": 1655.3,
                    "end": 1655.64,
                    "word": ".",
                    "probability": 0.137451171875
                }
            ]
        },
        {
            "id": 258,
            "seek": 163226,
            "start": 1655.64,
            "end": 1657.56,
            "text": " It's testing, our programs are working.",
            "tokens": [
                51364,
                467,
                311,
                4997,
                11,
                527,
                4268,
                366,
                1364,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.247532908540023,
            "compression_ratio": 1.6805555555555556,
            "no_speech_prob": 0.0301971435546875,
            "words": [
                {
                    "start": 1655.64,
                    "end": 1655.84,
                    "word": " It's",
                    "probability": 0.5712890625
                },
                {
                    "start": 1655.84,
                    "end": 1656.06,
                    "word": " testing",
                    "probability": 0.7138671875
                },
                {
                    "start": 1656.06,
                    "end": 1656.16,
                    "word": ",",
                    "probability": 0.480224609375
                },
                {
                    "start": 1656.16,
                    "end": 1656.28,
                    "word": " our",
                    "probability": 0.77587890625
                },
                {
                    "start": 1656.28,
                    "end": 1656.62,
                    "word": " programs",
                    "probability": 0.7099609375
                },
                {
                    "start": 1656.62,
                    "end": 1656.76,
                    "word": " are",
                    "probability": 0.89306640625
                },
                {
                    "start": 1656.76,
                    "end": 1657.08,
                    "word": " working",
                    "probability": 0.7451171875
                },
                {
                    "start": 1657.08,
                    "end": 1657.56,
                    "word": ".",
                    "probability": 0.97265625
                }
            ]
        },
        {
            "id": 259,
            "seek": 163226,
            "start": 1658.58,
            "end": 1663.14,
            "text": " And, of course, we need tools, right, to simulate this.",
            "tokens": [
                51514,
                400,
                11,
                295,
                1164,
                11,
                321,
                643,
                3873,
                11,
                558,
                11,
                281,
                27817,
                341,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.247532908540023,
            "compression_ratio": 1.6805555555555556,
            "no_speech_prob": 0.0301971435546875,
            "words": [
                {
                    "start": 1658.58,
                    "end": 1659.06,
                    "word": " And",
                    "probability": 0.8642578125
                },
                {
                    "start": 1659.06,
                    "end": 1659.22,
                    "word": ",",
                    "probability": 0.2015380859375
                },
                {
                    "start": 1659.22,
                    "end": 1659.26,
                    "word": " of",
                    "probability": 0.912109375
                },
                {
                    "start": 1659.26,
                    "end": 1659.54,
                    "word": " course",
                    "probability": 0.859375
                },
                {
                    "start": 1659.54,
                    "end": 1659.68,
                    "word": ",",
                    "probability": 0.98291015625
                },
                {
                    "start": 1659.68,
                    "end": 1660.4,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 1660.4,
                    "end": 1660.6,
                    "word": " need",
                    "probability": 0.8203125
                },
                {
                    "start": 1660.6,
                    "end": 1660.98,
                    "word": " tools",
                    "probability": 0.79833984375
                },
                {
                    "start": 1660.98,
                    "end": 1661.16,
                    "word": ",",
                    "probability": 0.63037109375
                },
                {
                    "start": 1661.16,
                    "end": 1661.56,
                    "word": " right",
                    "probability": 0.87060546875
                },
                {
                    "start": 1661.56,
                    "end": 1661.7,
                    "word": ",",
                    "probability": 0.67041015625
                },
                {
                    "start": 1661.7,
                    "end": 1662.0,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1662.0,
                    "end": 1662.62,
                    "word": " simulate",
                    "probability": 0.9326171875
                },
                {
                    "start": 1662.62,
                    "end": 1663.0,
                    "word": " this",
                    "probability": 0.8642578125
                },
                {
                    "start": 1663.0,
                    "end": 1663.14,
                    "word": ".",
                    "probability": 0.85791015625
                }
            ]
        },
        {
            "id": 260,
            "seek": 165604,
            "start": 1663.14,
            "end": 1673.58,
            "text": " We cannot be just downloading a VM and maintaining hundreds of different tools to execute all these techniques.",
            "tokens": [
                50364,
                492,
                2644,
                312,
                445,
                32529,
                257,
                18038,
                293,
                14916,
                6779,
                295,
                819,
                3873,
                281,
                14483,
                439,
                613,
                7512,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16971153846153847,
            "compression_ratio": 1.5647668393782384,
            "no_speech_prob": 0.032073974609375,
            "words": [
                {
                    "start": 1663.14,
                    "end": 1663.5,
                    "word": " We",
                    "probability": 0.3134765625
                },
                {
                    "start": 1663.5,
                    "end": 1663.84,
                    "word": " cannot",
                    "probability": 0.693359375
                },
                {
                    "start": 1663.84,
                    "end": 1664.34,
                    "word": " be",
                    "probability": 0.8974609375
                },
                {
                    "start": 1664.34,
                    "end": 1664.98,
                    "word": " just",
                    "probability": 0.87939453125
                },
                {
                    "start": 1664.98,
                    "end": 1665.76,
                    "word": " downloading",
                    "probability": 0.85400390625
                },
                {
                    "start": 1666.46,
                    "end": 1666.8,
                    "word": " a VM",
                    "probability": 0.93994140625
                },
                {
                    "start": 1666.8,
                    "end": 1667.98,
                    "word": " and",
                    "probability": 0.82861328125
                },
                {
                    "start": 1667.98,
                    "end": 1669.08,
                    "word": " maintaining",
                    "probability": 0.68701171875
                },
                {
                    "start": 1669.08,
                    "end": 1670.1,
                    "word": " hundreds",
                    "probability": 0.74658203125
                },
                {
                    "start": 1670.1,
                    "end": 1670.58,
                    "word": " of",
                    "probability": 0.8916015625
                },
                {
                    "start": 1670.58,
                    "end": 1670.98,
                    "word": " different",
                    "probability": 0.6943359375
                },
                {
                    "start": 1670.98,
                    "end": 1671.34,
                    "word": " tools",
                    "probability": 0.79833984375
                },
                {
                    "start": 1671.34,
                    "end": 1671.56,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 1671.56,
                    "end": 1671.92,
                    "word": " execute",
                    "probability": 0.8359375
                },
                {
                    "start": 1671.92,
                    "end": 1672.14,
                    "word": " all",
                    "probability": 0.88818359375
                },
                {
                    "start": 1672.14,
                    "end": 1672.4,
                    "word": " these",
                    "probability": 0.6904296875
                },
                {
                    "start": 1672.4,
                    "end": 1673.04,
                    "word": " techniques",
                    "probability": 0.8759765625
                },
                {
                    "start": 1673.04,
                    "end": 1673.58,
                    "word": ".",
                    "probability": 0.86474609375
                }
            ]
        },
        {
            "id": 261,
            "seek": 165604,
            "start": 1673.64,
            "end": 1682.3,
            "text": " Ideally, we need one tool or a set of tools that will give us the most scope as possible in executing these techniques.",
            "tokens": [
                50864,
                40817,
                11,
                321,
                643,
                472,
                2290,
                420,
                257,
                992,
                295,
                3873,
                300,
                486,
                976,
                505,
                264,
                881,
                11923,
                382,
                1944,
                294,
                32368,
                613,
                7512,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16971153846153847,
            "compression_ratio": 1.5647668393782384,
            "no_speech_prob": 0.032073974609375,
            "words": [
                {
                    "start": 1673.64,
                    "end": 1674.36,
                    "word": " Ideally",
                    "probability": 0.8369140625
                },
                {
                    "start": 1674.36,
                    "end": 1674.76,
                    "word": ",",
                    "probability": 0.77587890625
                },
                {
                    "start": 1674.76,
                    "end": 1675.26,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 1675.26,
                    "end": 1675.48,
                    "word": " need",
                    "probability": 0.81787109375
                },
                {
                    "start": 1675.48,
                    "end": 1675.78,
                    "word": " one",
                    "probability": 0.8291015625
                },
                {
                    "start": 1675.78,
                    "end": 1676.16,
                    "word": " tool",
                    "probability": 0.85986328125
                },
                {
                    "start": 1676.16,
                    "end": 1676.32,
                    "word": " or",
                    "probability": 0.85595703125
                },
                {
                    "start": 1676.44,
                    "end": 1676.56,
                    "word": " a set",
                    "probability": 0.88720703125
                },
                {
                    "start": 1676.56,
                    "end": 1676.7,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1676.7,
                    "end": 1676.98,
                    "word": " tools",
                    "probability": 0.78857421875
                },
                {
                    "start": 1676.98,
                    "end": 1677.26,
                    "word": " that",
                    "probability": 0.88037109375
                },
                {
                    "start": 1677.26,
                    "end": 1677.62,
                    "word": " will",
                    "probability": 0.81640625
                },
                {
                    "start": 1677.62,
                    "end": 1677.88,
                    "word": " give",
                    "probability": 0.82568359375
                },
                {
                    "start": 1677.88,
                    "end": 1678.12,
                    "word": " us",
                    "probability": 0.9013671875
                },
                {
                    "start": 1678.12,
                    "end": 1678.68,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 1678.68,
                    "end": 1679.14,
                    "word": " most",
                    "probability": 0.79150390625
                },
                {
                    "start": 1679.14,
                    "end": 1679.94,
                    "word": " scope",
                    "probability": 0.818359375
                },
                {
                    "start": 1679.94,
                    "end": 1680.14,
                    "word": " as",
                    "probability": 0.90087890625
                },
                {
                    "start": 1680.14,
                    "end": 1680.6,
                    "word": " possible",
                    "probability": 0.83935546875
                },
                {
                    "start": 1680.6,
                    "end": 1680.94,
                    "word": " in",
                    "probability": 0.89990234375
                },
                {
                    "start": 1680.94,
                    "end": 1681.34,
                    "word": " executing",
                    "probability": 0.71142578125
                },
                {
                    "start": 1681.34,
                    "end": 1681.56,
                    "word": " these",
                    "probability": 0.6611328125
                },
                {
                    "start": 1681.56,
                    "end": 1682.0,
                    "word": " techniques",
                    "probability": 0.84619140625
                },
                {
                    "start": 1682.0,
                    "end": 1682.3,
                    "word": ".",
                    "probability": 0.8701171875
                }
            ]
        },
        {
            "id": 262,
            "seek": 165604,
            "start": 1682.3,
            "end": 1686.92,
            "text": " And these tools need to have certain features and capabilities, right?",
            "tokens": [
                51314,
                400,
                613,
                3873,
                643,
                281,
                362,
                1629,
                4122,
                293,
                10862,
                11,
                558,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16971153846153847,
            "compression_ratio": 1.5647668393782384,
            "no_speech_prob": 0.032073974609375,
            "words": [
                {
                    "start": 1682.3,
                    "end": 1682.58,
                    "word": " And",
                    "probability": 0.89697265625
                },
                {
                    "start": 1682.58,
                    "end": 1682.78,
                    "word": " these",
                    "probability": 0.69189453125
                },
                {
                    "start": 1682.78,
                    "end": 1683.14,
                    "word": " tools",
                    "probability": 0.796875
                },
                {
                    "start": 1683.14,
                    "end": 1683.56,
                    "word": " need",
                    "probability": 0.8271484375
                },
                {
                    "start": 1683.56,
                    "end": 1683.68,
                    "word": " to",
                    "probability": 0.90185546875
                },
                {
                    "start": 1683.68,
                    "end": 1683.9,
                    "word": " have",
                    "probability": 0.88671875
                },
                {
                    "start": 1683.9,
                    "end": 1684.36,
                    "word": " certain",
                    "probability": 0.818359375
                },
                {
                    "start": 1684.36,
                    "end": 1684.9,
                    "word": " features",
                    "probability": 0.71484375
                },
                {
                    "start": 1684.9,
                    "end": 1685.12,
                    "word": " and",
                    "probability": 0.87890625
                },
                {
                    "start": 1685.12,
                    "end": 1685.7,
                    "word": " capabilities",
                    "probability": 0.77685546875
                },
                {
                    "start": 1685.7,
                    "end": 1686.0,
                    "word": ",",
                    "probability": 0.7451171875
                },
                {
                    "start": 1686.0,
                    "end": 1686.2,
                    "word": " right",
                    "probability": 0.83154296875
                },
                {
                    "start": 1686.2,
                    "end": 1686.92,
                    "word": "?",
                    "probability": 0.90283203125
                }
            ]
        },
        {
            "id": 263,
            "seek": 168372,
            "start": 1686.92,
            "end": 1688.62,
            "text": " They need to be able to be automated.",
            "tokens": [
                50364,
                814,
                643,
                281,
                312,
                1075,
                281,
                312,
                18473,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.255335353496598,
            "compression_ratio": 1.6105769230769231,
            "no_speech_prob": 0.31640625,
            "words": [
                {
                    "start": 1686.92,
                    "end": 1687.12,
                    "word": " They",
                    "probability": 0.0015306472778320312
                },
                {
                    "start": 1687.12,
                    "end": 1687.12,
                    "word": " need",
                    "probability": 0.76220703125
                },
                {
                    "start": 1687.12,
                    "end": 1687.12,
                    "word": " to",
                    "probability": 0.90185546875
                },
                {
                    "start": 1687.12,
                    "end": 1687.12,
                    "word": " be",
                    "probability": 0.404052734375
                },
                {
                    "start": 1687.12,
                    "end": 1687.12,
                    "word": " able",
                    "probability": 0.69921875
                },
                {
                    "start": 1687.12,
                    "end": 1687.12,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 1687.12,
                    "end": 1687.3,
                    "word": " be",
                    "probability": 0.4384765625
                },
                {
                    "start": 1687.3,
                    "end": 1687.9,
                    "word": " automated",
                    "probability": 0.8798828125
                },
                {
                    "start": 1687.9,
                    "end": 1688.62,
                    "word": ".",
                    "probability": 0.7734375
                }
            ]
        },
        {
            "id": 264,
            "seek": 168372,
            "start": 1688.96,
            "end": 1703.56,
            "text": " They need to generate logs, specific logs, to be able to compare the execution of techniques with the detection controls that are triggering, right?",
            "tokens": [
                50464,
                814,
                643,
                281,
                8460,
                20820,
                11,
                2685,
                20820,
                11,
                281,
                312,
                1075,
                281,
                6794,
                264,
                15058,
                295,
                7512,
                365,
                264,
                17784,
                9003,
                300,
                366,
                40406,
                11,
                558,
                30,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.255335353496598,
            "compression_ratio": 1.6105769230769231,
            "no_speech_prob": 0.31640625,
            "words": [
                {
                    "start": 1688.96,
                    "end": 1689.46,
                    "word": " They",
                    "probability": 0.7275390625
                },
                {
                    "start": 1689.46,
                    "end": 1689.74,
                    "word": " need",
                    "probability": 0.81298828125
                },
                {
                    "start": 1689.74,
                    "end": 1690.14,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1690.14,
                    "end": 1691.62,
                    "word": " generate",
                    "probability": 0.798828125
                },
                {
                    "start": 1691.62,
                    "end": 1692.72,
                    "word": " logs",
                    "probability": 0.489990234375
                },
                {
                    "start": 1692.72,
                    "end": 1693.64,
                    "word": ",",
                    "probability": 0.8330078125
                },
                {
                    "start": 1693.64,
                    "end": 1694.14,
                    "word": " specific",
                    "probability": 0.79345703125
                },
                {
                    "start": 1694.14,
                    "end": 1694.74,
                    "word": " logs",
                    "probability": 0.7353515625
                },
                {
                    "start": 1694.74,
                    "end": 1695.88,
                    "word": ",",
                    "probability": 0.53955078125
                },
                {
                    "start": 1695.88,
                    "end": 1695.96,
                    "word": " to",
                    "probability": 0.90966796875
                },
                {
                    "start": 1695.96,
                    "end": 1696.74,
                    "word": " be",
                    "probability": 0.7607421875
                },
                {
                    "start": 1696.74,
                    "end": 1696.92,
                    "word": " able",
                    "probability": 0.88623046875
                },
                {
                    "start": 1696.92,
                    "end": 1697.1,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1697.1,
                    "end": 1697.74,
                    "word": " compare",
                    "probability": 0.873046875
                },
                {
                    "start": 1697.74,
                    "end": 1698.36,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 1698.36,
                    "end": 1698.82,
                    "word": " execution",
                    "probability": 0.86474609375
                },
                {
                    "start": 1698.82,
                    "end": 1699.06,
                    "word": " of",
                    "probability": 0.86767578125
                },
                {
                    "start": 1699.06,
                    "end": 1699.52,
                    "word": " techniques",
                    "probability": 0.8271484375
                },
                {
                    "start": 1699.52,
                    "end": 1700.16,
                    "word": " with",
                    "probability": 0.8125
                },
                {
                    "start": 1700.16,
                    "end": 1700.7,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 1700.7,
                    "end": 1701.1,
                    "word": " detection",
                    "probability": 0.81591796875
                },
                {
                    "start": 1701.1,
                    "end": 1701.54,
                    "word": " controls",
                    "probability": 0.576171875
                },
                {
                    "start": 1701.54,
                    "end": 1701.76,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 1701.76,
                    "end": 1702.04,
                    "word": " are",
                    "probability": 0.90234375
                },
                {
                    "start": 1702.04,
                    "end": 1702.64,
                    "word": " triggering",
                    "probability": 0.720703125
                },
                {
                    "start": 1702.64,
                    "end": 1702.9,
                    "word": ",",
                    "probability": 0.4501953125
                },
                {
                    "start": 1702.9,
                    "end": 1703.08,
                    "word": " right",
                    "probability": 0.8642578125
                },
                {
                    "start": 1703.08,
                    "end": 1703.56,
                    "word": "?",
                    "probability": 0.77392578125
                }
            ]
        },
        {
            "id": 265,
            "seek": 168372,
            "start": 1703.56,
            "end": 1705.64,
            "text": " So, tooling is really important.",
            "tokens": [
                51214,
                407,
                11,
                46593,
                307,
                534,
                1021,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.255335353496598,
            "compression_ratio": 1.6105769230769231,
            "no_speech_prob": 0.31640625,
            "words": [
                {
                    "start": 1703.56,
                    "end": 1704.02,
                    "word": " So",
                    "probability": 0.8798828125
                },
                {
                    "start": 1704.02,
                    "end": 1704.22,
                    "word": ",",
                    "probability": 0.12890625
                },
                {
                    "start": 1704.22,
                    "end": 1704.32,
                    "word": " tooling",
                    "probability": 0.86767578125
                },
                {
                    "start": 1704.32,
                    "end": 1704.7,
                    "word": " is",
                    "probability": 0.8681640625
                },
                {
                    "start": 1704.7,
                    "end": 1705.14,
                    "word": " really",
                    "probability": 0.7587890625
                },
                {
                    "start": 1705.14,
                    "end": 1705.46,
                    "word": " important",
                    "probability": 0.77490234375
                },
                {
                    "start": 1705.46,
                    "end": 1705.64,
                    "word": ".",
                    "probability": 0.34619140625
                }
            ]
        },
        {
            "id": 266,
            "seek": 168372,
            "start": 1705.64,
            "end": 1709.2,
            "text": " And we'll talk about that on the next section.",
            "tokens": [
                51314,
                400,
                321,
                603,
                751,
                466,
                300,
                322,
                264,
                958,
                3541,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.255335353496598,
            "compression_ratio": 1.6105769230769231,
            "no_speech_prob": 0.31640625,
            "words": [
                {
                    "start": 1705.64,
                    "end": 1705.66,
                    "word": " And",
                    "probability": 0.475341796875
                },
                {
                    "start": 1705.66,
                    "end": 1705.9,
                    "word": " we'll",
                    "probability": 0.8857421875
                },
                {
                    "start": 1705.9,
                    "end": 1706.18,
                    "word": " talk",
                    "probability": 0.8203125
                },
                {
                    "start": 1706.18,
                    "end": 1706.7,
                    "word": " about",
                    "probability": 0.82568359375
                },
                {
                    "start": 1706.7,
                    "end": 1707.08,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 1707.08,
                    "end": 1707.58,
                    "word": " on",
                    "probability": 0.75927734375
                },
                {
                    "start": 1707.58,
                    "end": 1707.94,
                    "word": " the",
                    "probability": 0.464111328125
                },
                {
                    "start": 1707.94,
                    "end": 1708.16,
                    "word": " next",
                    "probability": 0.86376953125
                },
                {
                    "start": 1708.16,
                    "end": 1708.48,
                    "word": " section",
                    "probability": 0.7861328125
                },
                {
                    "start": 1708.48,
                    "end": 1709.2,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 267,
            "seek": 168372,
            "start": 1710.68,
            "end": 1714.6,
            "text": " And it also requires that you have a sort of an adversarial mindset.",
            "tokens": [
                51564,
                400,
                309,
                611,
                7029,
                300,
                291,
                362,
                257,
                1333,
                295,
                364,
                17641,
                44745,
                12543,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.255335353496598,
            "compression_ratio": 1.6105769230769231,
            "no_speech_prob": 0.31640625,
            "words": [
                {
                    "start": 1710.68,
                    "end": 1710.92,
                    "word": " And",
                    "probability": 0.63720703125
                },
                {
                    "start": 1710.92,
                    "end": 1711.02,
                    "word": " it",
                    "probability": 0.759765625
                },
                {
                    "start": 1711.02,
                    "end": 1711.28,
                    "word": " also",
                    "probability": 0.8173828125
                },
                {
                    "start": 1711.28,
                    "end": 1712.18,
                    "word": " requires",
                    "probability": 0.6416015625
                },
                {
                    "start": 1712.18,
                    "end": 1712.42,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 1712.42,
                    "end": 1712.54,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 1712.54,
                    "end": 1712.7,
                    "word": " have",
                    "probability": 0.87744140625
                },
                {
                    "start": 1712.84,
                    "end": 1713.06,
                    "word": " a sort",
                    "probability": 0.73291015625
                },
                {
                    "start": 1713.06,
                    "end": 1713.22,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1713.22,
                    "end": 1713.38,
                    "word": " an",
                    "probability": 0.42431640625
                },
                {
                    "start": 1713.38,
                    "end": 1713.92,
                    "word": " adversarial",
                    "probability": 0.919189453125
                },
                {
                    "start": 1713.92,
                    "end": 1714.38,
                    "word": " mindset",
                    "probability": 0.6376953125
                },
                {
                    "start": 1714.38,
                    "end": 1714.6,
                    "word": ".",
                    "probability": 0.92529296875
                }
            ]
        },
        {
            "id": 268,
            "seek": 170560,
            "start": 1714.6,
            "end": 1721.94,
            "text": " You need to not only think about how do I defend this stuff, but also how can my company be attacked?",
            "tokens": [
                50364,
                509,
                643,
                281,
                406,
                787,
                519,
                466,
                577,
                360,
                286,
                8602,
                341,
                1507,
                11,
                457,
                611,
                577,
                393,
                452,
                2237,
                312,
                12692,
                30,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18184840774282496,
            "compression_ratio": 1.6621004566210045,
            "no_speech_prob": 0.0016450881958007812,
            "words": [
                {
                    "start": 1714.6,
                    "end": 1714.66,
                    "word": " You",
                    "probability": 0.06585693359375
                },
                {
                    "start": 1714.66,
                    "end": 1714.86,
                    "word": " need",
                    "probability": 0.798828125
                },
                {
                    "start": 1714.86,
                    "end": 1715.36,
                    "word": " to",
                    "probability": 0.89794921875
                },
                {
                    "start": 1715.36,
                    "end": 1715.86,
                    "word": " not",
                    "probability": 0.8623046875
                },
                {
                    "start": 1715.86,
                    "end": 1716.12,
                    "word": " only",
                    "probability": 0.86376953125
                },
                {
                    "start": 1716.12,
                    "end": 1716.48,
                    "word": " think",
                    "probability": 0.8134765625
                },
                {
                    "start": 1716.48,
                    "end": 1716.86,
                    "word": " about",
                    "probability": 0.82470703125
                },
                {
                    "start": 1716.86,
                    "end": 1717.22,
                    "word": " how",
                    "probability": 0.78466796875
                },
                {
                    "start": 1717.22,
                    "end": 1717.62,
                    "word": " do",
                    "probability": 0.87548828125
                },
                {
                    "start": 1717.62,
                    "end": 1717.8,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 1717.8,
                    "end": 1718.24,
                    "word": " defend",
                    "probability": 0.77978515625
                },
                {
                    "start": 1718.24,
                    "end": 1719.0,
                    "word": " this",
                    "probability": 0.87158203125
                },
                {
                    "start": 1719.0,
                    "end": 1719.3,
                    "word": " stuff",
                    "probability": 0.79833984375
                },
                {
                    "start": 1719.3,
                    "end": 1719.38,
                    "word": ",",
                    "probability": 0.5810546875
                },
                {
                    "start": 1719.38,
                    "end": 1719.48,
                    "word": " but",
                    "probability": 0.90185546875
                },
                {
                    "start": 1719.48,
                    "end": 1719.72,
                    "word": " also",
                    "probability": 0.82275390625
                },
                {
                    "start": 1719.72,
                    "end": 1719.94,
                    "word": " how",
                    "probability": 0.83154296875
                },
                {
                    "start": 1719.94,
                    "end": 1720.38,
                    "word": " can",
                    "probability": 0.84228515625
                },
                {
                    "start": 1720.38,
                    "end": 1720.58,
                    "word": " my",
                    "probability": 0.83984375
                },
                {
                    "start": 1720.58,
                    "end": 1721.18,
                    "word": " company",
                    "probability": 0.80517578125
                },
                {
                    "start": 1721.18,
                    "end": 1721.4,
                    "word": " be",
                    "probability": 0.90771484375
                },
                {
                    "start": 1721.4,
                    "end": 1721.76,
                    "word": " attacked",
                    "probability": 0.62890625
                },
                {
                    "start": 1721.76,
                    "end": 1721.94,
                    "word": "?",
                    "probability": 0.60546875
                }
            ]
        },
        {
            "id": 269,
            "seek": 170560,
            "start": 1721.94,
            "end": 1728.14,
            "text": " And sometimes it's a little bit hard, so this is also where tools might actually help you a little bit.",
            "tokens": [
                50714,
                400,
                2171,
                309,
                311,
                257,
                707,
                857,
                1152,
                11,
                370,
                341,
                307,
                611,
                689,
                3873,
                1062,
                767,
                854,
                291,
                257,
                707,
                857,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18184840774282496,
            "compression_ratio": 1.6621004566210045,
            "no_speech_prob": 0.0016450881958007812,
            "words": [
                {
                    "start": 1721.94,
                    "end": 1721.96,
                    "word": " And",
                    "probability": 0.60595703125
                },
                {
                    "start": 1721.96,
                    "end": 1723.32,
                    "word": " sometimes",
                    "probability": 0.337890625
                },
                {
                    "start": 1723.32,
                    "end": 1724.0,
                    "word": " it's",
                    "probability": 0.91015625
                },
                {
                    "start": 1724.12,
                    "end": 1724.24,
                    "word": " a little",
                    "probability": 0.8076171875
                },
                {
                    "start": 1724.24,
                    "end": 1724.42,
                    "word": " bit",
                    "probability": 0.888671875
                },
                {
                    "start": 1724.42,
                    "end": 1724.76,
                    "word": " hard",
                    "probability": 0.8271484375
                },
                {
                    "start": 1724.76,
                    "end": 1724.9,
                    "word": ",",
                    "probability": 0.457275390625
                },
                {
                    "start": 1724.9,
                    "end": 1725.04,
                    "word": " so",
                    "probability": 0.89501953125
                },
                {
                    "start": 1725.04,
                    "end": 1725.32,
                    "word": " this",
                    "probability": 0.86376953125
                },
                {
                    "start": 1725.32,
                    "end": 1725.44,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 1725.44,
                    "end": 1725.64,
                    "word": " also",
                    "probability": 0.82763671875
                },
                {
                    "start": 1725.64,
                    "end": 1725.8,
                    "word": " where",
                    "probability": 0.900390625
                },
                {
                    "start": 1725.8,
                    "end": 1726.04,
                    "word": " tools",
                    "probability": 0.7890625
                },
                {
                    "start": 1726.04,
                    "end": 1726.26,
                    "word": " might",
                    "probability": 0.814453125
                },
                {
                    "start": 1726.26,
                    "end": 1726.56,
                    "word": " actually",
                    "probability": 0.78759765625
                },
                {
                    "start": 1726.56,
                    "end": 1726.88,
                    "word": " help",
                    "probability": 0.80615234375
                },
                {
                    "start": 1726.88,
                    "end": 1727.08,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1727.28,
                    "end": 1727.4,
                    "word": " a little",
                    "probability": 0.8056640625
                },
                {
                    "start": 1727.4,
                    "end": 1727.74,
                    "word": " bit",
                    "probability": 0.89453125
                },
                {
                    "start": 1727.74,
                    "end": 1728.14,
                    "word": ".",
                    "probability": 0.374755859375
                }
            ]
        },
        {
            "id": 270,
            "seek": 170560,
            "start": 1728.18,
            "end": 1733.12,
            "text": " But you need to be a little bit aware of what can be done in my environment, what can't be done.",
            "tokens": [
                51014,
                583,
                291,
                643,
                281,
                312,
                257,
                707,
                857,
                3650,
                295,
                437,
                393,
                312,
                1096,
                294,
                452,
                2823,
                11,
                437,
                393,
                380,
                312,
                1096,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18184840774282496,
            "compression_ratio": 1.6621004566210045,
            "no_speech_prob": 0.0016450881958007812,
            "words": [
                {
                    "start": 1728.18,
                    "end": 1728.38,
                    "word": " But",
                    "probability": 0.89208984375
                },
                {
                    "start": 1728.38,
                    "end": 1728.46,
                    "word": " you",
                    "probability": 0.88037109375
                },
                {
                    "start": 1728.46,
                    "end": 1728.66,
                    "word": " need",
                    "probability": 0.81103515625
                },
                {
                    "start": 1728.66,
                    "end": 1728.76,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1728.76,
                    "end": 1728.92,
                    "word": " be",
                    "probability": 0.8984375
                },
                {
                    "start": 1729.06,
                    "end": 1729.18,
                    "word": " a little",
                    "probability": 0.8056640625
                },
                {
                    "start": 1729.18,
                    "end": 1729.34,
                    "word": " bit",
                    "probability": 0.87890625
                },
                {
                    "start": 1729.34,
                    "end": 1729.64,
                    "word": " aware",
                    "probability": 0.82275390625
                },
                {
                    "start": 1729.64,
                    "end": 1730.0,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 1730.0,
                    "end": 1730.48,
                    "word": " what",
                    "probability": 0.85888671875
                },
                {
                    "start": 1730.48,
                    "end": 1730.68,
                    "word": " can",
                    "probability": 0.8876953125
                },
                {
                    "start": 1730.68,
                    "end": 1730.86,
                    "word": " be",
                    "probability": 0.8984375
                },
                {
                    "start": 1730.86,
                    "end": 1731.06,
                    "word": " done",
                    "probability": 0.79931640625
                },
                {
                    "start": 1731.06,
                    "end": 1731.2,
                    "word": " in",
                    "probability": 0.89794921875
                },
                {
                    "start": 1731.2,
                    "end": 1731.62,
                    "word": " my",
                    "probability": 0.89404296875
                },
                {
                    "start": 1731.62,
                    "end": 1732.04,
                    "word": " environment",
                    "probability": 0.79638671875
                },
                {
                    "start": 1732.04,
                    "end": 1732.2,
                    "word": ",",
                    "probability": 0.9267578125
                },
                {
                    "start": 1732.2,
                    "end": 1732.32,
                    "word": " what",
                    "probability": 0.81982421875
                },
                {
                    "start": 1732.32,
                    "end": 1732.62,
                    "word": " can't",
                    "probability": 0.739013671875
                },
                {
                    "start": 1732.62,
                    "end": 1732.72,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 1732.72,
                    "end": 1732.98,
                    "word": " done",
                    "probability": 0.80224609375
                },
                {
                    "start": 1732.98,
                    "end": 1733.12,
                    "word": ".",
                    "probability": 0.55859375
                }
            ]
        },
        {
            "id": 271,
            "seek": 170560,
            "start": 1733.12,
            "end": 1736.48,
            "text": " And then all of these things need to be validated, of course.",
            "tokens": [
                51264,
                400,
                550,
                439,
                295,
                613,
                721,
                643,
                281,
                312,
                40693,
                11,
                295,
                1164,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18184840774282496,
            "compression_ratio": 1.6621004566210045,
            "no_speech_prob": 0.0016450881958007812,
            "words": [
                {
                    "start": 1733.12,
                    "end": 1733.24,
                    "word": " And",
                    "probability": 0.8876953125
                },
                {
                    "start": 1733.24,
                    "end": 1733.46,
                    "word": " then",
                    "probability": 0.72265625
                },
                {
                    "start": 1733.46,
                    "end": 1733.98,
                    "word": " all",
                    "probability": 0.84521484375
                },
                {
                    "start": 1733.98,
                    "end": 1734.12,
                    "word": " of",
                    "probability": 0.89892578125
                },
                {
                    "start": 1734.12,
                    "end": 1734.36,
                    "word": " these",
                    "probability": 0.70166015625
                },
                {
                    "start": 1734.36,
                    "end": 1734.62,
                    "word": " things",
                    "probability": 0.71923828125
                },
                {
                    "start": 1734.62,
                    "end": 1734.82,
                    "word": " need",
                    "probability": 0.8134765625
                },
                {
                    "start": 1734.82,
                    "end": 1734.92,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 1734.92,
                    "end": 1735.1,
                    "word": " be",
                    "probability": 0.89794921875
                },
                {
                    "start": 1735.1,
                    "end": 1735.56,
                    "word": " validated",
                    "probability": 0.8583984375
                },
                {
                    "start": 1735.56,
                    "end": 1735.72,
                    "word": ",",
                    "probability": 0.75634765625
                },
                {
                    "start": 1735.72,
                    "end": 1735.86,
                    "word": " of",
                    "probability": 0.90966796875
                },
                {
                    "start": 1735.86,
                    "end": 1736.08,
                    "word": " course",
                    "probability": 0.86669921875
                },
                {
                    "start": 1736.08,
                    "end": 1736.48,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 272,
            "seek": 173410,
            "start": 1736.48,
            "end": 1749.1,
            "text": " And in order to do this, usually in a more normal organization, you actually need some management buy-in, because they need to approve you spending time on this, since it will cost a little bit of money.",
            "tokens": [
                50364,
                400,
                294,
                1668,
                281,
                360,
                341,
                11,
                2673,
                294,
                257,
                544,
                2710,
                4475,
                11,
                291,
                767,
                643,
                512,
                4592,
                2256,
                12,
                259,
                11,
                570,
                436,
                643,
                281,
                18827,
                291,
                6434,
                565,
                322,
                341,
                11,
                1670,
                309,
                486,
                2063,
                257,
                707,
                857,
                295,
                1460,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1775700887229955,
            "compression_ratio": 1.68503937007874,
            "no_speech_prob": 0.0693359375,
            "words": [
                {
                    "start": 1736.48,
                    "end": 1737.2,
                    "word": " And",
                    "probability": 0.26953125
                },
                {
                    "start": 1737.2,
                    "end": 1737.5,
                    "word": " in",
                    "probability": 0.86474609375
                },
                {
                    "start": 1737.5,
                    "end": 1737.64,
                    "word": " order",
                    "probability": 0.84912109375
                },
                {
                    "start": 1737.64,
                    "end": 1737.84,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 1737.84,
                    "end": 1738.02,
                    "word": " do",
                    "probability": 0.9052734375
                },
                {
                    "start": 1738.02,
                    "end": 1738.32,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 1738.32,
                    "end": 1738.4,
                    "word": ",",
                    "probability": 0.73828125
                },
                {
                    "start": 1738.4,
                    "end": 1738.78,
                    "word": " usually",
                    "probability": 0.826171875
                },
                {
                    "start": 1738.78,
                    "end": 1739.12,
                    "word": " in",
                    "probability": 0.81396484375
                },
                {
                    "start": 1739.44,
                    "end": 1739.68,
                    "word": " a more",
                    "probability": 0.8525390625
                },
                {
                    "start": 1739.68,
                    "end": 1740.66,
                    "word": " normal",
                    "probability": 0.79150390625
                },
                {
                    "start": 1740.66,
                    "end": 1741.44,
                    "word": " organization",
                    "probability": 0.80029296875
                },
                {
                    "start": 1741.44,
                    "end": 1741.6,
                    "word": ",",
                    "probability": 0.76220703125
                },
                {
                    "start": 1741.6,
                    "end": 1741.66,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1741.66,
                    "end": 1741.9,
                    "word": " actually",
                    "probability": 0.78662109375
                },
                {
                    "start": 1741.9,
                    "end": 1742.14,
                    "word": " need",
                    "probability": 0.82177734375
                },
                {
                    "start": 1742.14,
                    "end": 1742.32,
                    "word": " some",
                    "probability": 0.81396484375
                },
                {
                    "start": 1742.32,
                    "end": 1742.72,
                    "word": " management",
                    "probability": 0.7080078125
                },
                {
                    "start": 1742.72,
                    "end": 1743.1,
                    "word": " buy",
                    "probability": 0.73095703125
                },
                {
                    "start": 1743.1,
                    "end": 1743.24,
                    "word": "-in",
                    "probability": 0.86669921875
                },
                {
                    "start": 1743.24,
                    "end": 1743.3,
                    "word": ",",
                    "probability": 0.280029296875
                },
                {
                    "start": 1743.3,
                    "end": 1743.5,
                    "word": " because",
                    "probability": 0.8232421875
                },
                {
                    "start": 1743.5,
                    "end": 1743.7,
                    "word": " they",
                    "probability": 0.72265625
                },
                {
                    "start": 1743.7,
                    "end": 1743.9,
                    "word": " need",
                    "probability": 0.80322265625
                },
                {
                    "start": 1743.9,
                    "end": 1744.38,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1744.38,
                    "end": 1745.4,
                    "word": " approve",
                    "probability": 0.7060546875
                },
                {
                    "start": 1745.4,
                    "end": 1745.7,
                    "word": " you",
                    "probability": 0.869140625
                },
                {
                    "start": 1745.7,
                    "end": 1746.04,
                    "word": " spending",
                    "probability": 0.79150390625
                },
                {
                    "start": 1746.04,
                    "end": 1746.38,
                    "word": " time",
                    "probability": 0.7958984375
                },
                {
                    "start": 1746.38,
                    "end": 1746.54,
                    "word": " on",
                    "probability": 0.90576171875
                },
                {
                    "start": 1746.54,
                    "end": 1746.8,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 1746.8,
                    "end": 1746.88,
                    "word": ",",
                    "probability": 0.7451171875
                },
                {
                    "start": 1746.88,
                    "end": 1747.14,
                    "word": " since",
                    "probability": 0.79638671875
                },
                {
                    "start": 1747.14,
                    "end": 1747.38,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 1747.38,
                    "end": 1747.64,
                    "word": " will",
                    "probability": 0.8056640625
                },
                {
                    "start": 1747.64,
                    "end": 1747.9,
                    "word": " cost",
                    "probability": 0.80224609375
                },
                {
                    "start": 1748.06,
                    "end": 1748.16,
                    "word": " a little",
                    "probability": 0.8076171875
                },
                {
                    "start": 1748.16,
                    "end": 1748.3,
                    "word": " bit",
                    "probability": 0.892578125
                },
                {
                    "start": 1748.3,
                    "end": 1748.42,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 1748.42,
                    "end": 1748.68,
                    "word": " money",
                    "probability": 0.84375
                },
                {
                    "start": 1748.68,
                    "end": 1749.1,
                    "word": ".",
                    "probability": 0.880859375
                }
            ]
        },
        {
            "id": 273,
            "seek": 173410,
            "start": 1749.1,
            "end": 1754.02,
            "text": " And if you want to buy one of the commercial tools, you of course need some more budget.",
            "tokens": [
                50964,
                400,
                498,
                291,
                528,
                281,
                2256,
                472,
                295,
                264,
                6841,
                3873,
                11,
                291,
                295,
                1164,
                643,
                512,
                544,
                4706,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1775700887229955,
            "compression_ratio": 1.68503937007874,
            "no_speech_prob": 0.0693359375,
            "words": [
                {
                    "start": 1749.1,
                    "end": 1749.34,
                    "word": " And",
                    "probability": 0.8837890625
                },
                {
                    "start": 1749.34,
                    "end": 1749.44,
                    "word": " if",
                    "probability": 0.90283203125
                },
                {
                    "start": 1749.44,
                    "end": 1749.54,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 1749.54,
                    "end": 1749.68,
                    "word": " want",
                    "probability": 0.6708984375
                },
                {
                    "start": 1749.68,
                    "end": 1749.8,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 1749.8,
                    "end": 1750.12,
                    "word": " buy",
                    "probability": 0.822265625
                },
                {
                    "start": 1750.12,
                    "end": 1751.02,
                    "word": " one",
                    "probability": 0.79345703125
                },
                {
                    "start": 1751.02,
                    "end": 1751.12,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 1751.12,
                    "end": 1751.24,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 1751.24,
                    "end": 1751.52,
                    "word": " commercial",
                    "probability": 0.8271484375
                },
                {
                    "start": 1751.52,
                    "end": 1751.86,
                    "word": " tools",
                    "probability": 0.79541015625
                },
                {
                    "start": 1751.86,
                    "end": 1751.96,
                    "word": ",",
                    "probability": 0.9462890625
                },
                {
                    "start": 1751.96,
                    "end": 1752.04,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1752.04,
                    "end": 1752.18,
                    "word": " of",
                    "probability": 0.61328125
                },
                {
                    "start": 1752.18,
                    "end": 1752.34,
                    "word": " course",
                    "probability": 0.87646484375
                },
                {
                    "start": 1752.34,
                    "end": 1752.54,
                    "word": " need",
                    "probability": 0.74658203125
                },
                {
                    "start": 1752.54,
                    "end": 1752.78,
                    "word": " some",
                    "probability": 0.8173828125
                },
                {
                    "start": 1752.78,
                    "end": 1753.14,
                    "word": " more",
                    "probability": 0.81640625
                },
                {
                    "start": 1753.14,
                    "end": 1753.54,
                    "word": " budget",
                    "probability": 0.78271484375
                },
                {
                    "start": 1753.54,
                    "end": 1754.02,
                    "word": ".",
                    "probability": 0.96826171875
                }
            ]
        },
        {
            "id": 274,
            "seek": 173410,
            "start": 1755.24,
            "end": 1764.98,
            "text": " And if you're a little bit bold, as I've done in the past as well, you can also just do it and maybe say sorry later if they get upset.",
            "tokens": [
                51214,
                400,
                498,
                291,
                434,
                257,
                707,
                857,
                11928,
                11,
                382,
                286,
                600,
                1096,
                294,
                264,
                1791,
                382,
                731,
                11,
                291,
                393,
                611,
                445,
                360,
                309,
                293,
                1310,
                584,
                2597,
                1780,
                498,
                436,
                483,
                8340,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1775700887229955,
            "compression_ratio": 1.68503937007874,
            "no_speech_prob": 0.0693359375,
            "words": [
                {
                    "start": 1755.24,
                    "end": 1755.72,
                    "word": " And",
                    "probability": 0.88330078125
                },
                {
                    "start": 1755.72,
                    "end": 1756.12,
                    "word": " if",
                    "probability": 0.8681640625
                },
                {
                    "start": 1756.12,
                    "end": 1756.32,
                    "word": " you're",
                    "probability": 0.91357421875
                },
                {
                    "start": 1756.44,
                    "end": 1756.54,
                    "word": " a little",
                    "probability": 0.7978515625
                },
                {
                    "start": 1756.54,
                    "end": 1756.76,
                    "word": " bit",
                    "probability": 0.88427734375
                },
                {
                    "start": 1756.76,
                    "end": 1757.12,
                    "word": " bold",
                    "probability": 0.79248046875
                },
                {
                    "start": 1757.12,
                    "end": 1757.42,
                    "word": ",",
                    "probability": 0.90478515625
                },
                {
                    "start": 1757.42,
                    "end": 1757.84,
                    "word": " as",
                    "probability": 0.90625
                },
                {
                    "start": 1757.84,
                    "end": 1758.06,
                    "word": " I've",
                    "probability": 0.96875
                },
                {
                    "start": 1758.06,
                    "end": 1758.26,
                    "word": " done",
                    "probability": 0.78857421875
                },
                {
                    "start": 1758.26,
                    "end": 1758.46,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 1758.46,
                    "end": 1758.58,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 1758.58,
                    "end": 1758.82,
                    "word": " past",
                    "probability": 0.81103515625
                },
                {
                    "start": 1758.82,
                    "end": 1758.98,
                    "word": " as",
                    "probability": 0.853515625
                },
                {
                    "start": 1758.98,
                    "end": 1759.24,
                    "word": " well",
                    "probability": 0.8740234375
                },
                {
                    "start": 1759.24,
                    "end": 1759.42,
                    "word": ",",
                    "probability": 0.99169921875
                },
                {
                    "start": 1759.42,
                    "end": 1759.68,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1759.68,
                    "end": 1759.82,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 1759.82,
                    "end": 1760.02,
                    "word": " also",
                    "probability": 0.8193359375
                },
                {
                    "start": 1760.02,
                    "end": 1760.38,
                    "word": " just",
                    "probability": 0.88623046875
                },
                {
                    "start": 1760.38,
                    "end": 1761.1,
                    "word": " do",
                    "probability": 0.90576171875
                },
                {
                    "start": 1761.1,
                    "end": 1761.38,
                    "word": " it",
                    "probability": 0.9091796875
                },
                {
                    "start": 1761.38,
                    "end": 1761.78,
                    "word": " and",
                    "probability": 0.763671875
                },
                {
                    "start": 1761.78,
                    "end": 1762.12,
                    "word": " maybe",
                    "probability": 0.87646484375
                },
                {
                    "start": 1762.12,
                    "end": 1762.4,
                    "word": " say",
                    "probability": 0.89794921875
                },
                {
                    "start": 1762.4,
                    "end": 1762.72,
                    "word": " sorry",
                    "probability": 0.58935546875
                },
                {
                    "start": 1762.72,
                    "end": 1763.1,
                    "word": " later",
                    "probability": 0.8720703125
                },
                {
                    "start": 1763.1,
                    "end": 1763.4,
                    "word": " if",
                    "probability": 0.76806640625
                },
                {
                    "start": 1763.4,
                    "end": 1763.62,
                    "word": " they",
                    "probability": 0.7451171875
                },
                {
                    "start": 1763.62,
                    "end": 1764.08,
                    "word": " get",
                    "probability": 0.8525390625
                },
                {
                    "start": 1764.08,
                    "end": 1764.5,
                    "word": " upset",
                    "probability": 0.74951171875
                },
                {
                    "start": 1764.5,
                    "end": 1764.98,
                    "word": ".",
                    "probability": 0.99072265625
                }
            ]
        },
        {
            "id": 275,
            "seek": 176146,
            "start": 1764.98,
            "end": 1777.34,
            "text": " The big upside to this, if they don't really understand the value of a program like this, is that you can immediately prove them the results with some more details.",
            "tokens": [
                50364,
                440,
                955,
                14119,
                281,
                341,
                11,
                498,
                436,
                500,
                380,
                534,
                1223,
                264,
                2158,
                295,
                257,
                1461,
                411,
                341,
                11,
                307,
                300,
                291,
                393,
                4258,
                7081,
                552,
                264,
                3542,
                365,
                512,
                544,
                4365,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18528164168934763,
            "compression_ratio": 1.5887445887445888,
            "no_speech_prob": 0.005794525146484375,
            "words": [
                {
                    "start": 1764.98,
                    "end": 1765.68,
                    "word": " The",
                    "probability": 0.432861328125
                },
                {
                    "start": 1765.68,
                    "end": 1766.42,
                    "word": " big",
                    "probability": 0.81982421875
                },
                {
                    "start": 1766.42,
                    "end": 1766.8,
                    "word": " upside",
                    "probability": 0.84375
                },
                {
                    "start": 1766.8,
                    "end": 1767.02,
                    "word": " to",
                    "probability": 0.89208984375
                },
                {
                    "start": 1767.02,
                    "end": 1767.32,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 1767.32,
                    "end": 1767.46,
                    "word": ",",
                    "probability": 0.54736328125
                },
                {
                    "start": 1767.46,
                    "end": 1767.54,
                    "word": " if",
                    "probability": 0.8916015625
                },
                {
                    "start": 1767.54,
                    "end": 1767.68,
                    "word": " they",
                    "probability": 0.73291015625
                },
                {
                    "start": 1767.68,
                    "end": 1768.02,
                    "word": " don't",
                    "probability": 0.939453125
                },
                {
                    "start": 1768.02,
                    "end": 1768.54,
                    "word": " really",
                    "probability": 0.77734375
                },
                {
                    "start": 1768.54,
                    "end": 1769.18,
                    "word": " understand",
                    "probability": 0.7412109375
                },
                {
                    "start": 1769.18,
                    "end": 1769.4,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 1769.4,
                    "end": 1769.66,
                    "word": " value",
                    "probability": 0.91455078125
                },
                {
                    "start": 1769.66,
                    "end": 1769.92,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 1770.18,
                    "end": 1770.52,
                    "word": " a program",
                    "probability": 0.69580078125
                },
                {
                    "start": 1770.52,
                    "end": 1770.96,
                    "word": " like",
                    "probability": 0.8779296875
                },
                {
                    "start": 1770.96,
                    "end": 1771.24,
                    "word": " this",
                    "probability": 0.87353515625
                },
                {
                    "start": 1771.24,
                    "end": 1771.26,
                    "word": ",",
                    "probability": 0.67333984375
                },
                {
                    "start": 1771.26,
                    "end": 1771.38,
                    "word": " is",
                    "probability": 0.880859375
                },
                {
                    "start": 1771.38,
                    "end": 1771.52,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 1771.52,
                    "end": 1771.64,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 1771.64,
                    "end": 1771.8,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 1771.8,
                    "end": 1772.38,
                    "word": " immediately",
                    "probability": 0.71435546875
                },
                {
                    "start": 1772.38,
                    "end": 1772.86,
                    "word": " prove",
                    "probability": 0.8173828125
                },
                {
                    "start": 1772.86,
                    "end": 1773.24,
                    "word": " them",
                    "probability": 0.58642578125
                },
                {
                    "start": 1773.24,
                    "end": 1774.48,
                    "word": " the",
                    "probability": 0.763671875
                },
                {
                    "start": 1774.48,
                    "end": 1774.92,
                    "word": " results",
                    "probability": 0.7099609375
                },
                {
                    "start": 1774.92,
                    "end": 1775.46,
                    "word": " with",
                    "probability": 0.80810546875
                },
                {
                    "start": 1775.46,
                    "end": 1775.72,
                    "word": " some",
                    "probability": 0.759765625
                },
                {
                    "start": 1775.72,
                    "end": 1776.26,
                    "word": " more",
                    "probability": 0.82763671875
                },
                {
                    "start": 1776.26,
                    "end": 1776.74,
                    "word": " details",
                    "probability": 0.70458984375
                },
                {
                    "start": 1776.74,
                    "end": 1777.34,
                    "word": ".",
                    "probability": 0.91552734375
                }
            ]
        },
        {
            "id": 276,
            "seek": 176146,
            "start": 1778.28,
            "end": 1792.34,
            "text": " But frankly, every type of management should be interested in this, whether they're very financially focused or not, because this will give you a lot of insight into how you're actually doing as a team.",
            "tokens": [
                50964,
                583,
                11939,
                11,
                633,
                2010,
                295,
                4592,
                820,
                312,
                3102,
                294,
                341,
                11,
                1968,
                436,
                434,
                588,
                20469,
                5178,
                420,
                406,
                11,
                570,
                341,
                486,
                976,
                291,
                257,
                688,
                295,
                11269,
                666,
                577,
                291,
                434,
                767,
                884,
                382,
                257,
                1469,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18528164168934763,
            "compression_ratio": 1.5887445887445888,
            "no_speech_prob": 0.005794525146484375,
            "words": [
                {
                    "start": 1778.28,
                    "end": 1778.76,
                    "word": " But",
                    "probability": 0.83203125
                },
                {
                    "start": 1778.76,
                    "end": 1779.08,
                    "word": " frankly",
                    "probability": 0.78466796875
                },
                {
                    "start": 1779.08,
                    "end": 1779.24,
                    "word": ",",
                    "probability": 0.892578125
                },
                {
                    "start": 1779.24,
                    "end": 1779.68,
                    "word": " every",
                    "probability": 0.75732421875
                },
                {
                    "start": 1779.68,
                    "end": 1780.34,
                    "word": " type",
                    "probability": 0.90771484375
                },
                {
                    "start": 1780.34,
                    "end": 1780.5,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 1780.5,
                    "end": 1780.84,
                    "word": " management",
                    "probability": 0.73583984375
                },
                {
                    "start": 1780.84,
                    "end": 1781.24,
                    "word": " should",
                    "probability": 0.908203125
                },
                {
                    "start": 1781.24,
                    "end": 1781.7,
                    "word": " be",
                    "probability": 0.8818359375
                },
                {
                    "start": 1781.7,
                    "end": 1782.06,
                    "word": " interested",
                    "probability": 0.65087890625
                },
                {
                    "start": 1782.06,
                    "end": 1782.3,
                    "word": " in",
                    "probability": 0.90576171875
                },
                {
                    "start": 1782.3,
                    "end": 1782.5,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 1782.5,
                    "end": 1782.74,
                    "word": ",",
                    "probability": 0.78369140625
                },
                {
                    "start": 1782.74,
                    "end": 1782.78,
                    "word": " whether",
                    "probability": 0.8251953125
                },
                {
                    "start": 1782.78,
                    "end": 1784.1,
                    "word": " they're",
                    "probability": 0.8095703125
                },
                {
                    "start": 1784.1,
                    "end": 1784.96,
                    "word": " very",
                    "probability": 0.7373046875
                },
                {
                    "start": 1784.96,
                    "end": 1785.44,
                    "word": " financially",
                    "probability": 0.763671875
                },
                {
                    "start": 1785.44,
                    "end": 1785.9,
                    "word": " focused",
                    "probability": 0.7236328125
                },
                {
                    "start": 1785.9,
                    "end": 1786.08,
                    "word": " or",
                    "probability": 0.8974609375
                },
                {
                    "start": 1786.08,
                    "end": 1786.38,
                    "word": " not",
                    "probability": 0.89599609375
                },
                {
                    "start": 1786.38,
                    "end": 1786.42,
                    "word": ",",
                    "probability": 0.6845703125
                },
                {
                    "start": 1786.42,
                    "end": 1786.62,
                    "word": " because",
                    "probability": 0.82763671875
                },
                {
                    "start": 1786.62,
                    "end": 1786.92,
                    "word": " this",
                    "probability": 0.87255859375
                },
                {
                    "start": 1786.92,
                    "end": 1787.18,
                    "word": " will",
                    "probability": 0.81884765625
                },
                {
                    "start": 1787.18,
                    "end": 1788.28,
                    "word": " give",
                    "probability": 0.7763671875
                },
                {
                    "start": 1788.28,
                    "end": 1788.44,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1788.56,
                    "end": 1788.7,
                    "word": " a lot",
                    "probability": 0.890625
                },
                {
                    "start": 1788.7,
                    "end": 1788.82,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 1788.82,
                    "end": 1789.12,
                    "word": " insight",
                    "probability": 0.82177734375
                },
                {
                    "start": 1789.12,
                    "end": 1789.5,
                    "word": " into",
                    "probability": 0.736328125
                },
                {
                    "start": 1789.5,
                    "end": 1789.76,
                    "word": " how",
                    "probability": 0.89990234375
                },
                {
                    "start": 1789.76,
                    "end": 1790.02,
                    "word": " you're",
                    "probability": 0.89501953125
                },
                {
                    "start": 1790.02,
                    "end": 1790.3,
                    "word": " actually",
                    "probability": 0.7783203125
                },
                {
                    "start": 1790.3,
                    "end": 1790.66,
                    "word": " doing",
                    "probability": 0.91748046875
                },
                {
                    "start": 1790.66,
                    "end": 1790.92,
                    "word": " as",
                    "probability": 0.89208984375
                },
                {
                    "start": 1791.5,
                    "end": 1791.74,
                    "word": " a team",
                    "probability": 0.91943359375
                },
                {
                    "start": 1791.74,
                    "end": 1792.34,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 277,
            "seek": 177702,
            "start": 1792.34,
            "end": 1807.9,
            "text": " And of course, if you have a security vendor that does monitoring for you, you need their involvement as well, because otherwise you'll spoil a good relationship and you need to actually be working together since they're doing part of your detection work.",
            "tokens": [
                50364,
                400,
                295,
                1164,
                11,
                498,
                291,
                362,
                257,
                3825,
                24321,
                300,
                775,
                11028,
                337,
                291,
                11,
                291,
                643,
                641,
                17447,
                382,
                731,
                11,
                570,
                5911,
                291,
                603,
                18630,
                257,
                665,
                2480,
                293,
                291,
                643,
                281,
                767,
                312,
                1364,
                1214,
                1670,
                436,
                434,
                884,
                644,
                295,
                428,
                17784,
                589,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22862618149451489,
            "compression_ratio": 1.4825581395348837,
            "no_speech_prob": 0.14501953125,
            "words": [
                {
                    "start": 1792.34,
                    "end": 1793.22,
                    "word": " And",
                    "probability": 0.6357421875
                },
                {
                    "start": 1793.22,
                    "end": 1793.42,
                    "word": " of",
                    "probability": 0.80908203125
                },
                {
                    "start": 1793.42,
                    "end": 1793.58,
                    "word": " course",
                    "probability": 0.8671875
                },
                {
                    "start": 1793.58,
                    "end": 1793.7,
                    "word": ",",
                    "probability": 0.69580078125
                },
                {
                    "start": 1793.7,
                    "end": 1793.76,
                    "word": " if",
                    "probability": 0.900390625
                },
                {
                    "start": 1793.76,
                    "end": 1793.86,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 1793.86,
                    "end": 1794.28,
                    "word": " have",
                    "probability": 0.78515625
                },
                {
                    "start": 1794.7,
                    "end": 1795.08,
                    "word": " a security",
                    "probability": 0.919921875
                },
                {
                    "start": 1795.08,
                    "end": 1795.48,
                    "word": " vendor",
                    "probability": 0.55908203125
                },
                {
                    "start": 1795.48,
                    "end": 1795.86,
                    "word": " that",
                    "probability": 0.86474609375
                },
                {
                    "start": 1795.86,
                    "end": 1796.32,
                    "word": " does",
                    "probability": 0.89599609375
                },
                {
                    "start": 1796.32,
                    "end": 1796.76,
                    "word": " monitoring",
                    "probability": 0.85595703125
                },
                {
                    "start": 1796.76,
                    "end": 1797.08,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 1797.08,
                    "end": 1797.24,
                    "word": " you",
                    "probability": 0.8974609375
                },
                {
                    "start": 1797.24,
                    "end": 1797.26,
                    "word": ",",
                    "probability": 0.92333984375
                },
                {
                    "start": 1797.26,
                    "end": 1797.36,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 1797.36,
                    "end": 1797.58,
                    "word": " need",
                    "probability": 0.81494140625
                },
                {
                    "start": 1797.58,
                    "end": 1797.82,
                    "word": " their",
                    "probability": 0.68505859375
                },
                {
                    "start": 1797.82,
                    "end": 1798.34,
                    "word": " involvement",
                    "probability": 0.77294921875
                },
                {
                    "start": 1798.34,
                    "end": 1798.64,
                    "word": " as",
                    "probability": 0.8955078125
                },
                {
                    "start": 1798.64,
                    "end": 1798.82,
                    "word": " well",
                    "probability": 0.87744140625
                },
                {
                    "start": 1798.82,
                    "end": 1798.88,
                    "word": ",",
                    "probability": 0.463623046875
                },
                {
                    "start": 1798.88,
                    "end": 1799.14,
                    "word": " because",
                    "probability": 0.828125
                },
                {
                    "start": 1799.14,
                    "end": 1799.48,
                    "word": " otherwise",
                    "probability": 0.6806640625
                },
                {
                    "start": 1799.48,
                    "end": 1800.54,
                    "word": " you'll",
                    "probability": 0.7890625
                },
                {
                    "start": 1800.54,
                    "end": 1800.94,
                    "word": " spoil",
                    "probability": 0.82666015625
                },
                {
                    "start": 1801.48,
                    "end": 1801.64,
                    "word": " a good",
                    "probability": 0.88525390625
                },
                {
                    "start": 1801.64,
                    "end": 1802.22,
                    "word": " relationship",
                    "probability": 0.82958984375
                },
                {
                    "start": 1802.22,
                    "end": 1802.8,
                    "word": " and",
                    "probability": 0.63427734375
                },
                {
                    "start": 1802.8,
                    "end": 1803.2,
                    "word": " you",
                    "probability": 0.88623046875
                },
                {
                    "start": 1803.2,
                    "end": 1803.38,
                    "word": " need",
                    "probability": 0.81201171875
                },
                {
                    "start": 1803.38,
                    "end": 1803.5,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1803.5,
                    "end": 1803.78,
                    "word": " actually",
                    "probability": 0.7783203125
                },
                {
                    "start": 1803.78,
                    "end": 1803.96,
                    "word": " be",
                    "probability": 0.90576171875
                },
                {
                    "start": 1803.96,
                    "end": 1804.24,
                    "word": " working",
                    "probability": 0.732421875
                },
                {
                    "start": 1804.24,
                    "end": 1804.66,
                    "word": " together",
                    "probability": 0.77490234375
                },
                {
                    "start": 1804.66,
                    "end": 1805.0,
                    "word": " since",
                    "probability": 0.685546875
                },
                {
                    "start": 1805.0,
                    "end": 1805.38,
                    "word": " they're",
                    "probability": 0.830322265625
                },
                {
                    "start": 1805.38,
                    "end": 1805.76,
                    "word": " doing",
                    "probability": 0.90087890625
                },
                {
                    "start": 1805.76,
                    "end": 1806.42,
                    "word": " part",
                    "probability": 0.8251953125
                },
                {
                    "start": 1806.42,
                    "end": 1806.52,
                    "word": " of",
                    "probability": 0.9072265625
                },
                {
                    "start": 1806.52,
                    "end": 1806.62,
                    "word": " your",
                    "probability": 0.8076171875
                },
                {
                    "start": 1806.62,
                    "end": 1806.94,
                    "word": " detection",
                    "probability": 0.763671875
                },
                {
                    "start": 1806.94,
                    "end": 1807.26,
                    "word": " work",
                    "probability": 0.80517578125
                },
                {
                    "start": 1807.26,
                    "end": 1807.9,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 278,
            "seek": 180568,
            "start": 1812.77,
            "end": 1824.09,
            "text": " Yep. So let's talk a little bit about the tools that are out there that can help us in executing automated adversarial simulation exercises.",
            "tokens": [
                50414,
                7010,
                13,
                407,
                718,
                311,
                751,
                257,
                707,
                857,
                466,
                264,
                3873,
                300,
                366,
                484,
                456,
                300,
                393,
                854,
                505,
                294,
                32368,
                18473,
                17641,
                44745,
                16575,
                11900,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24184028274483152,
            "compression_ratio": 1.6991150442477876,
            "no_speech_prob": 0.68505859375,
            "words": [
                {
                    "start": 1812.77,
                    "end": 1813.07,
                    "word": " Yep",
                    "probability": 0.323974609375
                },
                {
                    "start": 1813.07,
                    "end": 1813.41,
                    "word": ".",
                    "probability": 0.59033203125
                },
                {
                    "start": 1813.41,
                    "end": 1813.79,
                    "word": " So",
                    "probability": 0.8525390625
                },
                {
                    "start": 1813.79,
                    "end": 1814.55,
                    "word": " let's",
                    "probability": 0.6805419921875
                },
                {
                    "start": 1814.55,
                    "end": 1814.73,
                    "word": " talk",
                    "probability": 0.818359375
                },
                {
                    "start": 1814.81,
                    "end": 1815.05,
                    "word": " a little",
                    "probability": 0.6650390625
                },
                {
                    "start": 1815.05,
                    "end": 1815.25,
                    "word": " bit",
                    "probability": 0.87744140625
                },
                {
                    "start": 1815.25,
                    "end": 1815.49,
                    "word": " about",
                    "probability": 0.81494140625
                },
                {
                    "start": 1815.49,
                    "end": 1815.89,
                    "word": " the",
                    "probability": 0.74169921875
                },
                {
                    "start": 1815.89,
                    "end": 1816.23,
                    "word": " tools",
                    "probability": 0.78173828125
                },
                {
                    "start": 1816.23,
                    "end": 1816.53,
                    "word": " that",
                    "probability": 0.8251953125
                },
                {
                    "start": 1816.53,
                    "end": 1817.59,
                    "word": " are",
                    "probability": 0.89306640625
                },
                {
                    "start": 1817.59,
                    "end": 1817.85,
                    "word": " out",
                    "probability": 0.82080078125
                },
                {
                    "start": 1817.85,
                    "end": 1818.15,
                    "word": " there",
                    "probability": 0.8564453125
                },
                {
                    "start": 1818.15,
                    "end": 1818.37,
                    "word": " that",
                    "probability": 0.779296875
                },
                {
                    "start": 1818.37,
                    "end": 1818.53,
                    "word": " can",
                    "probability": 0.90283203125
                },
                {
                    "start": 1818.53,
                    "end": 1818.81,
                    "word": " help",
                    "probability": 0.8037109375
                },
                {
                    "start": 1818.81,
                    "end": 1819.21,
                    "word": " us",
                    "probability": 0.91162109375
                },
                {
                    "start": 1819.21,
                    "end": 1819.83,
                    "word": " in",
                    "probability": 0.1435546875
                },
                {
                    "start": 1819.83,
                    "end": 1820.43,
                    "word": " executing",
                    "probability": 0.701171875
                },
                {
                    "start": 1820.43,
                    "end": 1821.65,
                    "word": " automated",
                    "probability": 0.87646484375
                },
                {
                    "start": 1821.65,
                    "end": 1822.23,
                    "word": " adversarial",
                    "probability": 0.7149658203125
                },
                {
                    "start": 1822.23,
                    "end": 1822.75,
                    "word": " simulation",
                    "probability": 0.9365234375
                },
                {
                    "start": 1822.75,
                    "end": 1823.49,
                    "word": " exercises",
                    "probability": 0.8984375
                },
                {
                    "start": 1823.49,
                    "end": 1824.09,
                    "word": ".",
                    "probability": 0.99462890625
                }
            ]
        },
        {
            "id": 279,
            "seek": 180568,
            "start": 1824.09,
            "end": 1831.85,
            "text": " So there's definitely a lot of tools out there, right? We're not reinventing the wheel here, really.",
            "tokens": [
                50964,
                407,
                456,
                311,
                2138,
                257,
                688,
                295,
                3873,
                484,
                456,
                11,
                558,
                30,
                492,
                434,
                406,
                33477,
                278,
                264,
                5589,
                510,
                11,
                534,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24184028274483152,
            "compression_ratio": 1.6991150442477876,
            "no_speech_prob": 0.68505859375,
            "words": [
                {
                    "start": 1824.09,
                    "end": 1824.41,
                    "word": " So",
                    "probability": 0.8837890625
                },
                {
                    "start": 1824.41,
                    "end": 1824.71,
                    "word": " there's",
                    "probability": 0.8916015625
                },
                {
                    "start": 1824.71,
                    "end": 1825.05,
                    "word": " definitely",
                    "probability": 0.79931640625
                },
                {
                    "start": 1825.35,
                    "end": 1825.45,
                    "word": " a lot",
                    "probability": 0.8837890625
                },
                {
                    "start": 1825.45,
                    "end": 1825.61,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 1825.61,
                    "end": 1825.97,
                    "word": " tools",
                    "probability": 0.779296875
                },
                {
                    "start": 1825.97,
                    "end": 1826.87,
                    "word": " out",
                    "probability": 0.81103515625
                },
                {
                    "start": 1826.87,
                    "end": 1827.17,
                    "word": " there",
                    "probability": 0.85107421875
                },
                {
                    "start": 1827.17,
                    "end": 1827.21,
                    "word": ",",
                    "probability": 0.7099609375
                },
                {
                    "start": 1827.21,
                    "end": 1827.43,
                    "word": " right",
                    "probability": 0.8759765625
                },
                {
                    "start": 1827.43,
                    "end": 1827.77,
                    "word": "?",
                    "probability": 0.90673828125
                },
                {
                    "start": 1827.77,
                    "end": 1827.91,
                    "word": " We're",
                    "probability": 0.922119140625
                },
                {
                    "start": 1827.91,
                    "end": 1828.67,
                    "word": " not",
                    "probability": 0.89990234375
                },
                {
                    "start": 1828.67,
                    "end": 1830.27,
                    "word": " reinventing",
                    "probability": 0.90380859375
                },
                {
                    "start": 1830.27,
                    "end": 1830.41,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 1830.41,
                    "end": 1830.61,
                    "word": " wheel",
                    "probability": 0.83837890625
                },
                {
                    "start": 1830.61,
                    "end": 1830.89,
                    "word": " here",
                    "probability": 0.8203125
                },
                {
                    "start": 1830.89,
                    "end": 1830.97,
                    "word": ",",
                    "probability": 0.54833984375
                },
                {
                    "start": 1830.97,
                    "end": 1831.25,
                    "word": " really",
                    "probability": 0.78759765625
                },
                {
                    "start": 1831.25,
                    "end": 1831.85,
                    "word": ".",
                    "probability": 0.98828125
                }
            ]
        },
        {
            "id": 280,
            "seek": 180568,
            "start": 1832.73,
            "end": 1840.61,
            "text": " There's commercial tools. There's some open source tools. We're going to stay away from the commercial tools since that's not our focus today.",
            "tokens": [
                51414,
                821,
                311,
                6841,
                3873,
                13,
                821,
                311,
                512,
                1269,
                4009,
                3873,
                13,
                492,
                434,
                516,
                281,
                1754,
                1314,
                490,
                264,
                6841,
                3873,
                1670,
                300,
                311,
                406,
                527,
                1879,
                965,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.24184028274483152,
            "compression_ratio": 1.6991150442477876,
            "no_speech_prob": 0.68505859375,
            "words": [
                {
                    "start": 1832.73,
                    "end": 1833.03,
                    "word": " There's",
                    "probability": 0.8916015625
                },
                {
                    "start": 1833.03,
                    "end": 1833.43,
                    "word": " commercial",
                    "probability": 0.8427734375
                },
                {
                    "start": 1833.43,
                    "end": 1833.83,
                    "word": " tools",
                    "probability": 0.476318359375
                },
                {
                    "start": 1833.83,
                    "end": 1834.43,
                    "word": ".",
                    "probability": 0.53076171875
                },
                {
                    "start": 1834.43,
                    "end": 1834.89,
                    "word": " There's",
                    "probability": 0.89208984375
                },
                {
                    "start": 1834.89,
                    "end": 1835.19,
                    "word": " some",
                    "probability": 0.81201171875
                },
                {
                    "start": 1835.19,
                    "end": 1835.47,
                    "word": " open",
                    "probability": 0.76318359375
                },
                {
                    "start": 1835.47,
                    "end": 1835.71,
                    "word": " source",
                    "probability": 0.5888671875
                },
                {
                    "start": 1835.71,
                    "end": 1836.07,
                    "word": " tools",
                    "probability": 0.79443359375
                },
                {
                    "start": 1836.07,
                    "end": 1836.31,
                    "word": ".",
                    "probability": 0.97265625
                },
                {
                    "start": 1836.31,
                    "end": 1836.63,
                    "word": " We're",
                    "probability": 0.9296875
                },
                {
                    "start": 1836.63,
                    "end": 1836.73,
                    "word": " going",
                    "probability": 0.49072265625
                },
                {
                    "start": 1836.73,
                    "end": 1836.83,
                    "word": " to",
                    "probability": 0.90771484375
                },
                {
                    "start": 1836.83,
                    "end": 1837.07,
                    "word": " stay",
                    "probability": 0.912109375
                },
                {
                    "start": 1837.07,
                    "end": 1837.29,
                    "word": " away",
                    "probability": 0.81640625
                },
                {
                    "start": 1837.29,
                    "end": 1837.41,
                    "word": " from",
                    "probability": 0.83056640625
                },
                {
                    "start": 1837.41,
                    "end": 1837.55,
                    "word": " the",
                    "probability": 0.82275390625
                },
                {
                    "start": 1837.55,
                    "end": 1837.81,
                    "word": " commercial",
                    "probability": 0.822265625
                },
                {
                    "start": 1837.81,
                    "end": 1838.23,
                    "word": " tools",
                    "probability": 0.79638671875
                },
                {
                    "start": 1838.23,
                    "end": 1838.45,
                    "word": " since",
                    "probability": 0.5341796875
                },
                {
                    "start": 1838.45,
                    "end": 1838.73,
                    "word": " that's",
                    "probability": 0.941162109375
                },
                {
                    "start": 1838.73,
                    "end": 1838.91,
                    "word": " not",
                    "probability": 0.88818359375
                },
                {
                    "start": 1838.91,
                    "end": 1839.25,
                    "word": " our",
                    "probability": 0.8134765625
                },
                {
                    "start": 1839.25,
                    "end": 1839.63,
                    "word": " focus",
                    "probability": 0.84130859375
                },
                {
                    "start": 1839.63,
                    "end": 1840.09,
                    "word": " today",
                    "probability": 0.80078125
                },
                {
                    "start": 1840.09,
                    "end": 1840.61,
                    "word": ".",
                    "probability": 0.841796875
                }
            ]
        },
        {
            "id": 281,
            "seek": 182062,
            "start": 1840.61,
            "end": 1855.55,
            "text": " But let me tell you a little bit about my experience. So when we first started executing PRPL team exercises internally, our natural approach was to use red team tools, right?",
            "tokens": [
                50364,
                583,
                718,
                385,
                980,
                291,
                257,
                707,
                857,
                466,
                452,
                1752,
                13,
                407,
                562,
                321,
                700,
                1409,
                32368,
                11568,
                21593,
                1469,
                11900,
                19501,
                11,
                527,
                3303,
                3109,
                390,
                281,
                764,
                2182,
                1469,
                3873,
                11,
                558,
                30,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22167968563735485,
            "compression_ratio": 1.2962962962962963,
            "no_speech_prob": 0.33447265625,
            "words": [
                {
                    "start": 1840.61,
                    "end": 1841.35,
                    "word": " But",
                    "probability": 0.64208984375
                },
                {
                    "start": 1841.35,
                    "end": 1842.73,
                    "word": " let",
                    "probability": 0.76953125
                },
                {
                    "start": 1842.73,
                    "end": 1842.79,
                    "word": " me",
                    "probability": 0.904296875
                },
                {
                    "start": 1842.79,
                    "end": 1842.97,
                    "word": " tell",
                    "probability": 0.8193359375
                },
                {
                    "start": 1842.97,
                    "end": 1843.09,
                    "word": " you",
                    "probability": 0.90087890625
                },
                {
                    "start": 1843.21,
                    "end": 1843.31,
                    "word": " a little",
                    "probability": 0.80810546875
                },
                {
                    "start": 1843.31,
                    "end": 1843.45,
                    "word": " bit",
                    "probability": 0.8837890625
                },
                {
                    "start": 1843.45,
                    "end": 1843.59,
                    "word": " about",
                    "probability": 0.50146484375
                },
                {
                    "start": 1843.59,
                    "end": 1843.81,
                    "word": " my",
                    "probability": 0.900390625
                },
                {
                    "start": 1843.81,
                    "end": 1844.33,
                    "word": " experience",
                    "probability": 0.82373046875
                },
                {
                    "start": 1844.33,
                    "end": 1844.93,
                    "word": ".",
                    "probability": 0.9501953125
                },
                {
                    "start": 1844.93,
                    "end": 1844.93,
                    "word": " So",
                    "probability": 0.859375
                },
                {
                    "start": 1844.93,
                    "end": 1846.33,
                    "word": " when",
                    "probability": 0.69384765625
                },
                {
                    "start": 1846.33,
                    "end": 1846.59,
                    "word": " we",
                    "probability": 0.9091796875
                },
                {
                    "start": 1846.59,
                    "end": 1847.15,
                    "word": " first",
                    "probability": 0.8271484375
                },
                {
                    "start": 1847.15,
                    "end": 1847.55,
                    "word": " started",
                    "probability": 0.767578125
                },
                {
                    "start": 1847.55,
                    "end": 1848.17,
                    "word": " executing",
                    "probability": 0.72509765625
                },
                {
                    "start": 1848.17,
                    "end": 1848.51,
                    "word": " PRPL",
                    "probability": 0.6375732421875
                },
                {
                    "start": 1848.51,
                    "end": 1848.71,
                    "word": " team",
                    "probability": 0.7626953125
                },
                {
                    "start": 1848.71,
                    "end": 1849.27,
                    "word": " exercises",
                    "probability": 0.89501953125
                },
                {
                    "start": 1849.27,
                    "end": 1849.95,
                    "word": " internally",
                    "probability": 0.72998046875
                },
                {
                    "start": 1849.95,
                    "end": 1850.35,
                    "word": ",",
                    "probability": 0.84130859375
                },
                {
                    "start": 1850.35,
                    "end": 1851.25,
                    "word": " our",
                    "probability": 0.80615234375
                },
                {
                    "start": 1851.25,
                    "end": 1851.93,
                    "word": " natural",
                    "probability": 0.853515625
                },
                {
                    "start": 1851.93,
                    "end": 1853.13,
                    "word": " approach",
                    "probability": 0.78271484375
                },
                {
                    "start": 1853.13,
                    "end": 1853.39,
                    "word": " was",
                    "probability": 0.89453125
                },
                {
                    "start": 1853.39,
                    "end": 1853.59,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 1853.59,
                    "end": 1853.89,
                    "word": " use",
                    "probability": 0.82568359375
                },
                {
                    "start": 1853.89,
                    "end": 1854.13,
                    "word": " red",
                    "probability": 0.396484375
                },
                {
                    "start": 1854.13,
                    "end": 1854.29,
                    "word": " team",
                    "probability": 0.921875
                },
                {
                    "start": 1854.29,
                    "end": 1854.65,
                    "word": " tools",
                    "probability": 0.79150390625
                },
                {
                    "start": 1854.65,
                    "end": 1854.75,
                    "word": ",",
                    "probability": 0.80908203125
                },
                {
                    "start": 1854.75,
                    "end": 1854.91,
                    "word": " right",
                    "probability": 0.6962890625
                },
                {
                    "start": 1854.91,
                    "end": 1855.55,
                    "word": "?",
                    "probability": 0.7783203125
                }
            ]
        },
        {
            "id": 282,
            "seek": 184084,
            "start": 1856.37,
            "end": 1875.77,
            "text": " Red team tools, like Metasploit, Empire, Parse2. And then we started validating controls, which worked great at the beginning when we were more on the form of a manual PRPL team exercise where maybe once a week we check a particular technique manually.",
            "tokens": [
                50414,
                4477,
                1469,
                3873,
                11,
                411,
                6377,
                296,
                21132,
                270,
                11,
                12197,
                11,
                3457,
                405,
                17,
                13,
                400,
                550,
                321,
                1409,
                7363,
                990,
                9003,
                11,
                597,
                2732,
                869,
                412,
                264,
                2863,
                562,
                321,
                645,
                544,
                322,
                264,
                1254,
                295,
                257,
                9688,
                11568,
                21593,
                1469,
                5380,
                689,
                1310,
                1564,
                257,
                1243,
                321,
                1520,
                257,
                1729,
                6532,
                16945,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2770833194255829,
            "compression_ratio": 1.4078212290502794,
            "no_speech_prob": 0.90283203125,
            "words": [
                {
                    "start": 1856.37,
                    "end": 1856.71,
                    "word": " Red",
                    "probability": 0.389404296875
                },
                {
                    "start": 1856.71,
                    "end": 1856.87,
                    "word": " team",
                    "probability": 0.157958984375
                },
                {
                    "start": 1856.87,
                    "end": 1857.23,
                    "word": " tools",
                    "probability": 0.77392578125
                },
                {
                    "start": 1857.23,
                    "end": 1857.71,
                    "word": ",",
                    "probability": 0.2568359375
                },
                {
                    "start": 1857.71,
                    "end": 1857.81,
                    "word": " like",
                    "probability": 0.81494140625
                },
                {
                    "start": 1857.81,
                    "end": 1858.83,
                    "word": " Metasploit",
                    "probability": 0.8826904296875
                },
                {
                    "start": 1858.83,
                    "end": 1858.91,
                    "word": ",",
                    "probability": 0.87890625
                },
                {
                    "start": 1858.91,
                    "end": 1859.33,
                    "word": " Empire",
                    "probability": 0.3955078125
                },
                {
                    "start": 1859.33,
                    "end": 1859.53,
                    "word": ",",
                    "probability": 0.94140625
                },
                {
                    "start": 1859.53,
                    "end": 1860.01,
                    "word": " Parse2",
                    "probability": 0.3428141276041667
                },
                {
                    "start": 1860.01,
                    "end": 1860.55,
                    "word": ".",
                    "probability": 0.350830078125
                },
                {
                    "start": 1860.59,
                    "end": 1861.27,
                    "word": " And",
                    "probability": 0.83984375
                },
                {
                    "start": 1861.27,
                    "end": 1861.45,
                    "word": " then",
                    "probability": 0.71533203125
                },
                {
                    "start": 1861.45,
                    "end": 1861.59,
                    "word": " we",
                    "probability": 0.341796875
                },
                {
                    "start": 1861.59,
                    "end": 1861.85,
                    "word": " started",
                    "probability": 0.81103515625
                },
                {
                    "start": 1861.85,
                    "end": 1862.53,
                    "word": " validating",
                    "probability": 0.908447265625
                },
                {
                    "start": 1862.53,
                    "end": 1863.33,
                    "word": " controls",
                    "probability": 0.61865234375
                },
                {
                    "start": 1863.33,
                    "end": 1863.41,
                    "word": ",",
                    "probability": 0.79248046875
                },
                {
                    "start": 1863.41,
                    "end": 1863.55,
                    "word": " which",
                    "probability": 0.9228515625
                },
                {
                    "start": 1863.55,
                    "end": 1863.97,
                    "word": " worked",
                    "probability": 0.74365234375
                },
                {
                    "start": 1863.97,
                    "end": 1864.45,
                    "word": " great",
                    "probability": 0.8828125
                },
                {
                    "start": 1864.45,
                    "end": 1864.63,
                    "word": " at",
                    "probability": 0.89794921875
                },
                {
                    "start": 1864.63,
                    "end": 1864.77,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 1864.77,
                    "end": 1865.09,
                    "word": " beginning",
                    "probability": 0.7978515625
                },
                {
                    "start": 1865.09,
                    "end": 1866.01,
                    "word": " when",
                    "probability": 0.457763671875
                },
                {
                    "start": 1866.01,
                    "end": 1866.17,
                    "word": " we",
                    "probability": 0.90478515625
                },
                {
                    "start": 1866.17,
                    "end": 1866.31,
                    "word": " were",
                    "probability": 0.857421875
                },
                {
                    "start": 1866.31,
                    "end": 1866.51,
                    "word": " more",
                    "probability": 0.86181640625
                },
                {
                    "start": 1866.51,
                    "end": 1866.87,
                    "word": " on",
                    "probability": 0.88720703125
                },
                {
                    "start": 1866.87,
                    "end": 1867.07,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 1867.07,
                    "end": 1867.33,
                    "word": " form",
                    "probability": 0.8017578125
                },
                {
                    "start": 1867.33,
                    "end": 1867.59,
                    "word": " of",
                    "probability": 0.91064453125
                },
                {
                    "start": 1867.93,
                    "end": 1869.07,
                    "word": " a manual",
                    "probability": 0.92724609375
                },
                {
                    "start": 1869.07,
                    "end": 1869.51,
                    "word": " PRPL",
                    "probability": 0.527587890625
                },
                {
                    "start": 1869.51,
                    "end": 1869.77,
                    "word": " team",
                    "probability": 0.8798828125
                },
                {
                    "start": 1869.77,
                    "end": 1870.27,
                    "word": " exercise",
                    "probability": 0.85693359375
                },
                {
                    "start": 1870.27,
                    "end": 1870.81,
                    "word": " where",
                    "probability": 0.58642578125
                },
                {
                    "start": 1870.81,
                    "end": 1871.57,
                    "word": " maybe",
                    "probability": 0.67578125
                },
                {
                    "start": 1871.57,
                    "end": 1871.95,
                    "word": " once",
                    "probability": 0.82373046875
                },
                {
                    "start": 1872.11,
                    "end": 1872.29,
                    "word": " a week",
                    "probability": 0.8232421875
                },
                {
                    "start": 1872.29,
                    "end": 1872.49,
                    "word": " we",
                    "probability": 0.6259765625
                },
                {
                    "start": 1872.49,
                    "end": 1872.79,
                    "word": " check",
                    "probability": 0.71826171875
                },
                {
                    "start": 1873.05,
                    "end": 1873.47,
                    "word": " a particular",
                    "probability": 0.83740234375
                },
                {
                    "start": 1873.47,
                    "end": 1874.15,
                    "word": " technique",
                    "probability": 0.90380859375
                },
                {
                    "start": 1874.15,
                    "end": 1875.37,
                    "word": " manually",
                    "probability": 0.810546875
                },
                {
                    "start": 1875.37,
                    "end": 1875.77,
                    "word": ".",
                    "probability": 0.8232421875
                }
            ]
        },
        {
            "id": 283,
            "seek": 186214,
            "start": 1875.77,
            "end": 1897.07,
            "text": " But that soon stopped being practical because as the number of detection grows and as our testing moves to a weekly cadence, it's not practical to have an engineer just getting all these shells from your C2s and then start running things manually.",
            "tokens": [
                50364,
                583,
                300,
                2321,
                5936,
                885,
                8496,
                570,
                382,
                264,
                1230,
                295,
                17784,
                13156,
                293,
                382,
                527,
                4997,
                6067,
                281,
                257,
                12460,
                46109,
                11,
                309,
                311,
                406,
                8496,
                281,
                362,
                364,
                11403,
                445,
                1242,
                439,
                613,
                22523,
                490,
                428,
                383,
                17,
                82,
                293,
                550,
                722,
                2614,
                721,
                16945,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2068810096153846,
            "compression_ratio": 1.4444444444444444,
            "no_speech_prob": 0.426025390625,
            "words": [
                {
                    "start": 1875.77,
                    "end": 1876.15,
                    "word": " But",
                    "probability": 0.53662109375
                },
                {
                    "start": 1876.15,
                    "end": 1876.53,
                    "word": " that",
                    "probability": 0.83154296875
                },
                {
                    "start": 1876.53,
                    "end": 1876.91,
                    "word": " soon",
                    "probability": 0.8857421875
                },
                {
                    "start": 1876.91,
                    "end": 1877.65,
                    "word": " stopped",
                    "probability": 0.6123046875
                },
                {
                    "start": 1877.65,
                    "end": 1877.95,
                    "word": " being",
                    "probability": 0.86474609375
                },
                {
                    "start": 1877.95,
                    "end": 1879.15,
                    "word": " practical",
                    "probability": 0.7626953125
                },
                {
                    "start": 1879.15,
                    "end": 1879.65,
                    "word": " because",
                    "probability": 0.5283203125
                },
                {
                    "start": 1879.65,
                    "end": 1880.69,
                    "word": " as",
                    "probability": 0.8408203125
                },
                {
                    "start": 1880.69,
                    "end": 1881.11,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 1881.11,
                    "end": 1881.35,
                    "word": " number",
                    "probability": 0.87109375
                },
                {
                    "start": 1881.35,
                    "end": 1881.51,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 1881.51,
                    "end": 1881.87,
                    "word": " detection",
                    "probability": 0.732421875
                },
                {
                    "start": 1881.87,
                    "end": 1882.59,
                    "word": " grows",
                    "probability": 0.791015625
                },
                {
                    "start": 1882.59,
                    "end": 1884.51,
                    "word": " and",
                    "probability": 0.5390625
                },
                {
                    "start": 1884.51,
                    "end": 1884.93,
                    "word": " as",
                    "probability": 0.91162109375
                },
                {
                    "start": 1884.93,
                    "end": 1885.39,
                    "word": " our",
                    "probability": 0.7900390625
                },
                {
                    "start": 1885.39,
                    "end": 1886.27,
                    "word": " testing",
                    "probability": 0.74365234375
                },
                {
                    "start": 1886.27,
                    "end": 1887.17,
                    "word": " moves",
                    "probability": 0.2142333984375
                },
                {
                    "start": 1887.17,
                    "end": 1887.33,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 1887.47,
                    "end": 1887.75,
                    "word": " a weekly",
                    "probability": 0.84130859375
                },
                {
                    "start": 1887.75,
                    "end": 1888.47,
                    "word": " cadence",
                    "probability": 0.90185546875
                },
                {
                    "start": 1888.47,
                    "end": 1889.07,
                    "word": ",",
                    "probability": 0.9091796875
                },
                {
                    "start": 1889.07,
                    "end": 1889.63,
                    "word": " it's",
                    "probability": 0.67626953125
                },
                {
                    "start": 1889.63,
                    "end": 1890.65,
                    "word": " not",
                    "probability": 0.8837890625
                },
                {
                    "start": 1890.65,
                    "end": 1891.03,
                    "word": " practical",
                    "probability": 0.8662109375
                },
                {
                    "start": 1891.03,
                    "end": 1891.33,
                    "word": " to",
                    "probability": 0.90087890625
                },
                {
                    "start": 1891.33,
                    "end": 1891.51,
                    "word": " have",
                    "probability": 0.88818359375
                },
                {
                    "start": 1891.51,
                    "end": 1891.97,
                    "word": " an",
                    "probability": 0.89892578125
                },
                {
                    "start": 1891.97,
                    "end": 1892.35,
                    "word": " engineer",
                    "probability": 0.68359375
                },
                {
                    "start": 1892.35,
                    "end": 1892.87,
                    "word": " just",
                    "probability": 0.86181640625
                },
                {
                    "start": 1892.87,
                    "end": 1893.21,
                    "word": " getting",
                    "probability": 0.90869140625
                },
                {
                    "start": 1893.21,
                    "end": 1893.43,
                    "word": " all",
                    "probability": 0.900390625
                },
                {
                    "start": 1893.43,
                    "end": 1893.65,
                    "word": " these",
                    "probability": 0.66259765625
                },
                {
                    "start": 1893.65,
                    "end": 1894.01,
                    "word": " shells",
                    "probability": 0.5634765625
                },
                {
                    "start": 1894.01,
                    "end": 1894.33,
                    "word": " from",
                    "probability": 0.81787109375
                },
                {
                    "start": 1894.33,
                    "end": 1894.55,
                    "word": " your",
                    "probability": 0.81494140625
                },
                {
                    "start": 1894.55,
                    "end": 1895.01,
                    "word": " C2s",
                    "probability": 0.8815104166666666
                },
                {
                    "start": 1895.01,
                    "end": 1895.15,
                    "word": " and",
                    "probability": 0.86083984375
                },
                {
                    "start": 1895.15,
                    "end": 1895.31,
                    "word": " then",
                    "probability": 0.7333984375
                },
                {
                    "start": 1895.31,
                    "end": 1895.55,
                    "word": " start",
                    "probability": 0.861328125
                },
                {
                    "start": 1895.55,
                    "end": 1895.85,
                    "word": " running",
                    "probability": 0.8681640625
                },
                {
                    "start": 1895.85,
                    "end": 1896.31,
                    "word": " things",
                    "probability": 0.74365234375
                },
                {
                    "start": 1896.31,
                    "end": 1896.85,
                    "word": " manually",
                    "probability": 0.8173828125
                },
                {
                    "start": 1896.85,
                    "end": 1897.07,
                    "word": ".",
                    "probability": 0.99658203125
                }
            ]
        },
        {
            "id": 284,
            "seek": 188858,
            "start": 1897.07,
            "end": 1906.83,
            "text": " Now, some of these tools do have APIs, and there's actually adversary simulation tools that leverage the APIs, so they can definitely be used.",
            "tokens": [
                50364,
                823,
                11,
                512,
                295,
                613,
                3873,
                360,
                362,
                21445,
                11,
                293,
                456,
                311,
                767,
                48222,
                16575,
                3873,
                300,
                13982,
                264,
                21445,
                11,
                370,
                436,
                393,
                2138,
                312,
                1143,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.28315034548978546,
            "compression_ratio": 1.6418604651162791,
            "no_speech_prob": 0.73388671875,
            "words": [
                {
                    "start": 1897.07,
                    "end": 1897.23,
                    "word": " Now",
                    "probability": 0.87939453125
                },
                {
                    "start": 1897.23,
                    "end": 1897.41,
                    "word": ",",
                    "probability": 0.76904296875
                },
                {
                    "start": 1897.41,
                    "end": 1897.81,
                    "word": " some",
                    "probability": 0.81640625
                },
                {
                    "start": 1897.81,
                    "end": 1897.99,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1897.99,
                    "end": 1898.21,
                    "word": " these",
                    "probability": 0.71044921875
                },
                {
                    "start": 1898.21,
                    "end": 1898.59,
                    "word": " tools",
                    "probability": 0.79541015625
                },
                {
                    "start": 1898.59,
                    "end": 1898.89,
                    "word": " do",
                    "probability": 0.90185546875
                },
                {
                    "start": 1898.89,
                    "end": 1899.11,
                    "word": " have",
                    "probability": 0.87646484375
                },
                {
                    "start": 1899.11,
                    "end": 1899.63,
                    "word": " APIs",
                    "probability": 0.693359375
                },
                {
                    "start": 1899.63,
                    "end": 1899.83,
                    "word": ",",
                    "probability": 0.270263671875
                },
                {
                    "start": 1899.83,
                    "end": 1899.93,
                    "word": " and",
                    "probability": 0.89990234375
                },
                {
                    "start": 1899.93,
                    "end": 1900.15,
                    "word": " there's",
                    "probability": 0.9228515625
                },
                {
                    "start": 1900.15,
                    "end": 1900.73,
                    "word": " actually",
                    "probability": 0.78515625
                },
                {
                    "start": 1900.73,
                    "end": 1902.11,
                    "word": " adversary",
                    "probability": 0.273681640625
                },
                {
                    "start": 1902.11,
                    "end": 1902.63,
                    "word": " simulation",
                    "probability": 0.8984375
                },
                {
                    "start": 1902.63,
                    "end": 1903.25,
                    "word": " tools",
                    "probability": 0.7880859375
                },
                {
                    "start": 1903.25,
                    "end": 1903.47,
                    "word": " that",
                    "probability": 0.8837890625
                },
                {
                    "start": 1903.47,
                    "end": 1903.85,
                    "word": " leverage",
                    "probability": 0.76708984375
                },
                {
                    "start": 1903.85,
                    "end": 1904.03,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 1904.03,
                    "end": 1904.47,
                    "word": " APIs",
                    "probability": 0.7802734375
                },
                {
                    "start": 1904.47,
                    "end": 1904.63,
                    "word": ",",
                    "probability": 0.464599609375
                },
                {
                    "start": 1904.63,
                    "end": 1904.89,
                    "word": " so",
                    "probability": 0.90283203125
                },
                {
                    "start": 1904.89,
                    "end": 1905.03,
                    "word": " they",
                    "probability": 0.74072265625
                },
                {
                    "start": 1905.03,
                    "end": 1905.19,
                    "word": " can",
                    "probability": 0.89404296875
                },
                {
                    "start": 1905.19,
                    "end": 1905.51,
                    "word": " definitely",
                    "probability": 0.796875
                },
                {
                    "start": 1905.51,
                    "end": 1905.77,
                    "word": " be",
                    "probability": 0.9091796875
                },
                {
                    "start": 1905.77,
                    "end": 1906.23,
                    "word": " used",
                    "probability": 0.8125
                },
                {
                    "start": 1906.23,
                    "end": 1906.83,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 285,
            "seek": 188858,
            "start": 1908.63,
            "end": 1923.51,
            "text": " Then some of these tools are also fully automated and allow you to create a stand-up infrastructure in an automated way where you can run simulations and hopefully your endpoint controls will catch them, right?",
            "tokens": [
                50964,
                1396,
                512,
                295,
                613,
                3873,
                366,
                611,
                4498,
                18473,
                293,
                2089,
                291,
                281,
                1884,
                257,
                1463,
                12,
                1010,
                6896,
                294,
                364,
                18473,
                636,
                689,
                291,
                393,
                1190,
                35138,
                293,
                4696,
                428,
                35795,
                9003,
                486,
                3745,
                552,
                11,
                558,
                30,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.28315034548978546,
            "compression_ratio": 1.6418604651162791,
            "no_speech_prob": 0.73388671875,
            "words": [
                {
                    "start": 1908.63,
                    "end": 1909.23,
                    "word": " Then",
                    "probability": 0.78955078125
                },
                {
                    "start": 1909.23,
                    "end": 1909.53,
                    "word": " some",
                    "probability": 0.720703125
                },
                {
                    "start": 1909.53,
                    "end": 1909.69,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1909.69,
                    "end": 1909.87,
                    "word": " these",
                    "probability": 0.7041015625
                },
                {
                    "start": 1909.87,
                    "end": 1910.17,
                    "word": " tools",
                    "probability": 0.78466796875
                },
                {
                    "start": 1910.17,
                    "end": 1910.57,
                    "word": " are",
                    "probability": 0.8955078125
                },
                {
                    "start": 1910.57,
                    "end": 1911.09,
                    "word": " also",
                    "probability": 0.8203125
                },
                {
                    "start": 1911.09,
                    "end": 1911.63,
                    "word": " fully",
                    "probability": 0.73876953125
                },
                {
                    "start": 1911.63,
                    "end": 1912.07,
                    "word": " automated",
                    "probability": 0.890625
                },
                {
                    "start": 1912.07,
                    "end": 1912.53,
                    "word": " and",
                    "probability": 0.73046875
                },
                {
                    "start": 1912.53,
                    "end": 1912.81,
                    "word": " allow",
                    "probability": 0.8896484375
                },
                {
                    "start": 1912.81,
                    "end": 1913.01,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 1913.01,
                    "end": 1913.21,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 1913.21,
                    "end": 1913.67,
                    "word": " create",
                    "probability": 0.84375
                },
                {
                    "start": 1913.91,
                    "end": 1914.15,
                    "word": " a stand",
                    "probability": 0.73779296875
                },
                {
                    "start": 1914.15,
                    "end": 1914.47,
                    "word": "-up",
                    "probability": 0.6455078125
                },
                {
                    "start": 1914.47,
                    "end": 1915.81,
                    "word": " infrastructure",
                    "probability": 0.837890625
                },
                {
                    "start": 1915.81,
                    "end": 1916.55,
                    "word": " in",
                    "probability": 0.87548828125
                },
                {
                    "start": 1916.55,
                    "end": 1916.69,
                    "word": " an",
                    "probability": 0.90625
                },
                {
                    "start": 1916.69,
                    "end": 1916.99,
                    "word": " automated",
                    "probability": 0.87548828125
                },
                {
                    "start": 1916.99,
                    "end": 1917.35,
                    "word": " way",
                    "probability": 0.90234375
                },
                {
                    "start": 1917.35,
                    "end": 1917.55,
                    "word": " where",
                    "probability": 0.64306640625
                },
                {
                    "start": 1917.55,
                    "end": 1917.73,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 1917.73,
                    "end": 1917.93,
                    "word": " can",
                    "probability": 0.900390625
                },
                {
                    "start": 1917.93,
                    "end": 1918.25,
                    "word": " run",
                    "probability": 0.89892578125
                },
                {
                    "start": 1918.25,
                    "end": 1918.99,
                    "word": " simulations",
                    "probability": 0.923828125
                },
                {
                    "start": 1918.99,
                    "end": 1920.07,
                    "word": " and",
                    "probability": 0.4072265625
                },
                {
                    "start": 1920.07,
                    "end": 1920.79,
                    "word": " hopefully",
                    "probability": 0.6455078125
                },
                {
                    "start": 1920.79,
                    "end": 1921.03,
                    "word": " your",
                    "probability": 0.76806640625
                },
                {
                    "start": 1921.03,
                    "end": 1921.39,
                    "word": " endpoint",
                    "probability": 0.61083984375
                },
                {
                    "start": 1921.39,
                    "end": 1921.89,
                    "word": " controls",
                    "probability": 0.60498046875
                },
                {
                    "start": 1921.89,
                    "end": 1922.35,
                    "word": " will",
                    "probability": 0.810546875
                },
                {
                    "start": 1922.35,
                    "end": 1922.81,
                    "word": " catch",
                    "probability": 0.8310546875
                },
                {
                    "start": 1922.81,
                    "end": 1922.97,
                    "word": " them",
                    "probability": 0.6015625
                },
                {
                    "start": 1922.97,
                    "end": 1923.05,
                    "word": ",",
                    "probability": 0.67626953125
                },
                {
                    "start": 1923.05,
                    "end": 1923.19,
                    "word": " right",
                    "probability": 0.86181640625
                },
                {
                    "start": 1923.19,
                    "end": 1923.51,
                    "word": "?",
                    "probability": 0.8779296875
                }
            ]
        },
        {
            "id": 286,
            "seek": 191642,
            "start": 1923.51,
            "end": 1933.09,
            "text": " But I think a big challenge with that is that you are running these simulations from fixed infrastructure, from the same host every time.",
            "tokens": [
                50364,
                583,
                286,
                519,
                257,
                955,
                3430,
                365,
                300,
                307,
                300,
                291,
                366,
                2614,
                613,
                35138,
                490,
                6806,
                6896,
                11,
                490,
                264,
                912,
                3975,
                633,
                565,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19435586141688482,
            "compression_ratio": 1.622568093385214,
            "no_speech_prob": 0.49169921875,
            "words": [
                {
                    "start": 1923.51,
                    "end": 1923.83,
                    "word": " But",
                    "probability": 0.65185546875
                },
                {
                    "start": 1923.83,
                    "end": 1924.23,
                    "word": " I",
                    "probability": 0.9462890625
                },
                {
                    "start": 1924.23,
                    "end": 1924.53,
                    "word": " think",
                    "probability": 0.80029296875
                },
                {
                    "start": 1924.63,
                    "end": 1924.75,
                    "word": " a big",
                    "probability": 0.8876953125
                },
                {
                    "start": 1924.75,
                    "end": 1925.15,
                    "word": " challenge",
                    "probability": 0.798828125
                },
                {
                    "start": 1925.15,
                    "end": 1925.37,
                    "word": " with",
                    "probability": 0.8095703125
                },
                {
                    "start": 1925.37,
                    "end": 1925.59,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 1925.59,
                    "end": 1925.89,
                    "word": " is",
                    "probability": 0.88818359375
                },
                {
                    "start": 1925.89,
                    "end": 1926.13,
                    "word": " that",
                    "probability": 0.86669921875
                },
                {
                    "start": 1926.13,
                    "end": 1926.41,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 1926.41,
                    "end": 1926.95,
                    "word": " are",
                    "probability": 0.896484375
                },
                {
                    "start": 1926.95,
                    "end": 1927.51,
                    "word": " running",
                    "probability": 0.8759765625
                },
                {
                    "start": 1927.51,
                    "end": 1927.75,
                    "word": " these",
                    "probability": 0.465576171875
                },
                {
                    "start": 1927.75,
                    "end": 1928.25,
                    "word": " simulations",
                    "probability": 0.95263671875
                },
                {
                    "start": 1928.25,
                    "end": 1928.75,
                    "word": " from",
                    "probability": 0.822265625
                },
                {
                    "start": 1928.75,
                    "end": 1929.11,
                    "word": " fixed",
                    "probability": 0.75
                },
                {
                    "start": 1929.11,
                    "end": 1929.69,
                    "word": " infrastructure",
                    "probability": 0.87646484375
                },
                {
                    "start": 1929.69,
                    "end": 1930.05,
                    "word": ",",
                    "probability": 0.73291015625
                },
                {
                    "start": 1930.05,
                    "end": 1930.75,
                    "word": " from",
                    "probability": 0.448974609375
                },
                {
                    "start": 1930.75,
                    "end": 1931.17,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 1931.17,
                    "end": 1931.39,
                    "word": " same",
                    "probability": 0.81298828125
                },
                {
                    "start": 1931.39,
                    "end": 1931.81,
                    "word": " host",
                    "probability": 0.6572265625
                },
                {
                    "start": 1931.81,
                    "end": 1932.17,
                    "word": " every",
                    "probability": 0.736328125
                },
                {
                    "start": 1932.17,
                    "end": 1932.55,
                    "word": " time",
                    "probability": 0.80126953125
                },
                {
                    "start": 1932.55,
                    "end": 1933.09,
                    "word": ".",
                    "probability": 0.72607421875
                }
            ]
        },
        {
            "id": 287,
            "seek": 191642,
            "start": 1933.09,
            "end": 1935.51,
            "text": " And that takes me back to end-to-end, right?",
            "tokens": [
                50814,
                400,
                300,
                2516,
                385,
                646,
                281,
                917,
                12,
                1353,
                12,
                521,
                11,
                558,
                30,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19435586141688482,
            "compression_ratio": 1.622568093385214,
            "no_speech_prob": 0.49169921875,
            "words": [
                {
                    "start": 1933.09,
                    "end": 1933.25,
                    "word": " And",
                    "probability": 0.87744140625
                },
                {
                    "start": 1933.25,
                    "end": 1933.55,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 1933.55,
                    "end": 1933.81,
                    "word": " takes",
                    "probability": 0.703125
                },
                {
                    "start": 1933.81,
                    "end": 1933.99,
                    "word": " me",
                    "probability": 0.1954345703125
                },
                {
                    "start": 1933.99,
                    "end": 1934.23,
                    "word": " back",
                    "probability": 0.72802734375
                },
                {
                    "start": 1934.23,
                    "end": 1934.43,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 1934.43,
                    "end": 1934.71,
                    "word": " end",
                    "probability": 0.80322265625
                },
                {
                    "start": 1934.71,
                    "end": 1934.89,
                    "word": "-to",
                    "probability": 0.7161865234375
                },
                {
                    "start": 1934.89,
                    "end": 1935.13,
                    "word": "-end",
                    "probability": 0.954833984375
                },
                {
                    "start": 1935.13,
                    "end": 1935.29,
                    "word": ",",
                    "probability": 0.54052734375
                },
                {
                    "start": 1935.29,
                    "end": 1935.45,
                    "word": " right",
                    "probability": 0.68896484375
                },
                {
                    "start": 1935.45,
                    "end": 1935.51,
                    "word": "?",
                    "probability": 0.83251953125
                }
            ]
        },
        {
            "id": 288,
            "seek": 191642,
            "start": 1935.51,
            "end": 1943.51,
            "text": " Because with this type of exercise, you are not really confirming if your event pipeline is working or not.",
            "tokens": [
                50964,
                1436,
                365,
                341,
                2010,
                295,
                5380,
                11,
                291,
                366,
                406,
                534,
                42861,
                498,
                428,
                2280,
                15517,
                307,
                1364,
                420,
                406,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19435586141688482,
            "compression_ratio": 1.622568093385214,
            "no_speech_prob": 0.49169921875,
            "words": [
                {
                    "start": 1935.51,
                    "end": 1935.71,
                    "word": " Because",
                    "probability": 0.50244140625
                },
                {
                    "start": 1935.71,
                    "end": 1936.07,
                    "word": " with",
                    "probability": 0.7568359375
                },
                {
                    "start": 1936.07,
                    "end": 1936.31,
                    "word": " this",
                    "probability": 0.84619140625
                },
                {
                    "start": 1936.31,
                    "end": 1936.55,
                    "word": " type",
                    "probability": 0.9296875
                },
                {
                    "start": 1936.55,
                    "end": 1936.71,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 1936.71,
                    "end": 1937.79,
                    "word": " exercise",
                    "probability": 0.7412109375
                },
                {
                    "start": 1937.79,
                    "end": 1938.51,
                    "word": ",",
                    "probability": 0.9140625
                },
                {
                    "start": 1938.51,
                    "end": 1938.81,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 1938.81,
                    "end": 1939.17,
                    "word": " are",
                    "probability": 0.89453125
                },
                {
                    "start": 1939.17,
                    "end": 1940.09,
                    "word": " not",
                    "probability": 0.892578125
                },
                {
                    "start": 1940.09,
                    "end": 1940.45,
                    "word": " really",
                    "probability": 0.7607421875
                },
                {
                    "start": 1940.45,
                    "end": 1940.95,
                    "word": " confirming",
                    "probability": 0.90185546875
                },
                {
                    "start": 1940.95,
                    "end": 1941.31,
                    "word": " if",
                    "probability": 0.89404296875
                },
                {
                    "start": 1941.31,
                    "end": 1941.49,
                    "word": " your",
                    "probability": 0.80712890625
                },
                {
                    "start": 1941.49,
                    "end": 1941.77,
                    "word": " event",
                    "probability": 0.7822265625
                },
                {
                    "start": 1941.77,
                    "end": 1942.11,
                    "word": " pipeline",
                    "probability": 0.693359375
                },
                {
                    "start": 1942.11,
                    "end": 1942.39,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 1942.39,
                    "end": 1942.73,
                    "word": " working",
                    "probability": 0.7392578125
                },
                {
                    "start": 1942.73,
                    "end": 1942.95,
                    "word": " or",
                    "probability": 0.90087890625
                },
                {
                    "start": 1942.95,
                    "end": 1943.29,
                    "word": " not",
                    "probability": 0.8896484375
                },
                {
                    "start": 1943.29,
                    "end": 1943.51,
                    "word": ".",
                    "probability": 0.85498046875
                }
            ]
        },
        {
            "id": 289,
            "seek": 191642,
            "start": 1943.51,
            "end": 1951.35,
            "text": " You're just confirming if that host, which is built for that, is generating the telemetry and if your detection is triggering.",
            "tokens": [
                51364,
                509,
                434,
                445,
                42861,
                498,
                300,
                3975,
                11,
                597,
                307,
                3094,
                337,
                300,
                11,
                307,
                17746,
                264,
                4304,
                5537,
                627,
                293,
                498,
                428,
                17784,
                307,
                40406,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19435586141688482,
            "compression_ratio": 1.622568093385214,
            "no_speech_prob": 0.49169921875,
            "words": [
                {
                    "start": 1943.51,
                    "end": 1943.75,
                    "word": " You're",
                    "probability": 0.913818359375
                },
                {
                    "start": 1943.75,
                    "end": 1943.91,
                    "word": " just",
                    "probability": 0.8984375
                },
                {
                    "start": 1943.91,
                    "end": 1944.31,
                    "word": " confirming",
                    "probability": 0.90283203125
                },
                {
                    "start": 1944.31,
                    "end": 1944.89,
                    "word": " if",
                    "probability": 0.892578125
                },
                {
                    "start": 1944.89,
                    "end": 1945.35,
                    "word": " that",
                    "probability": 0.88671875
                },
                {
                    "start": 1945.35,
                    "end": 1945.83,
                    "word": " host",
                    "probability": 0.83203125
                },
                {
                    "start": 1945.83,
                    "end": 1945.95,
                    "word": ",",
                    "probability": 0.71240234375
                },
                {
                    "start": 1945.95,
                    "end": 1946.11,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 1946.11,
                    "end": 1946.31,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 1946.31,
                    "end": 1946.91,
                    "word": " built",
                    "probability": 0.50537109375
                },
                {
                    "start": 1946.91,
                    "end": 1947.19,
                    "word": " for",
                    "probability": 0.90087890625
                },
                {
                    "start": 1947.19,
                    "end": 1947.53,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 1947.53,
                    "end": 1948.07,
                    "word": ",",
                    "probability": 0.91748046875
                },
                {
                    "start": 1948.07,
                    "end": 1948.35,
                    "word": " is",
                    "probability": 0.88916015625
                },
                {
                    "start": 1948.35,
                    "end": 1948.81,
                    "word": " generating",
                    "probability": 0.83544921875
                },
                {
                    "start": 1948.81,
                    "end": 1949.01,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 1949.01,
                    "end": 1949.63,
                    "word": " telemetry",
                    "probability": 0.9443359375
                },
                {
                    "start": 1949.63,
                    "end": 1950.01,
                    "word": " and",
                    "probability": 0.58837890625
                },
                {
                    "start": 1950.01,
                    "end": 1950.17,
                    "word": " if",
                    "probability": 0.89794921875
                },
                {
                    "start": 1950.17,
                    "end": 1950.31,
                    "word": " your",
                    "probability": 0.78271484375
                },
                {
                    "start": 1950.31,
                    "end": 1950.63,
                    "word": " detection",
                    "probability": 0.7666015625
                },
                {
                    "start": 1950.63,
                    "end": 1950.85,
                    "word": " is",
                    "probability": 0.90966796875
                },
                {
                    "start": 1950.85,
                    "end": 1951.17,
                    "word": " triggering",
                    "probability": 0.58740234375
                },
                {
                    "start": 1951.17,
                    "end": 1951.35,
                    "word": ".",
                    "probability": 0.94189453125
                }
            ]
        },
        {
            "id": 290,
            "seek": 193858,
            "start": 1951.35,
            "end": 1957.23,
            "text": " So, they're great, these tools are great, but they have some limitations.",
            "tokens": [
                50364,
                407,
                11,
                436,
                434,
                869,
                11,
                613,
                3873,
                366,
                869,
                11,
                457,
                436,
                362,
                512,
                15705,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23085938002914191,
            "compression_ratio": 1.6612021857923498,
            "no_speech_prob": 0.07794189453125,
            "words": [
                {
                    "start": 1951.35,
                    "end": 1951.59,
                    "word": " So",
                    "probability": 0.69287109375
                },
                {
                    "start": 1951.59,
                    "end": 1951.91,
                    "word": ",",
                    "probability": 0.1915283203125
                },
                {
                    "start": 1951.91,
                    "end": 1952.17,
                    "word": " they're",
                    "probability": 0.8173828125
                },
                {
                    "start": 1952.17,
                    "end": 1952.51,
                    "word": " great",
                    "probability": 0.8759765625
                },
                {
                    "start": 1952.51,
                    "end": 1952.61,
                    "word": ",",
                    "probability": 0.53125
                },
                {
                    "start": 1952.61,
                    "end": 1952.75,
                    "word": " these",
                    "probability": 0.6806640625
                },
                {
                    "start": 1952.75,
                    "end": 1952.95,
                    "word": " tools",
                    "probability": 0.74853515625
                },
                {
                    "start": 1952.95,
                    "end": 1953.13,
                    "word": " are",
                    "probability": 0.89111328125
                },
                {
                    "start": 1953.13,
                    "end": 1953.53,
                    "word": " great",
                    "probability": 0.88232421875
                },
                {
                    "start": 1953.53,
                    "end": 1953.77,
                    "word": ",",
                    "probability": 0.72265625
                },
                {
                    "start": 1953.77,
                    "end": 1953.97,
                    "word": " but",
                    "probability": 0.89697265625
                },
                {
                    "start": 1953.97,
                    "end": 1954.71,
                    "word": " they",
                    "probability": 0.72412109375
                },
                {
                    "start": 1954.71,
                    "end": 1955.41,
                    "word": " have",
                    "probability": 0.84130859375
                },
                {
                    "start": 1955.41,
                    "end": 1955.67,
                    "word": " some",
                    "probability": 0.8203125
                },
                {
                    "start": 1955.67,
                    "end": 1956.75,
                    "word": " limitations",
                    "probability": 0.60400390625
                },
                {
                    "start": 1956.75,
                    "end": 1957.23,
                    "word": ".",
                    "probability": 0.9755859375
                }
            ]
        },
        {
            "id": 291,
            "seek": 193858,
            "start": 1958.41,
            "end": 1963.87,
            "text": " Ultimately, I think some of these tools have been built to be run manually, right?",
            "tokens": [
                50664,
                23921,
                11,
                286,
                519,
                512,
                295,
                613,
                3873,
                362,
                668,
                3094,
                281,
                312,
                1190,
                16945,
                11,
                558,
                30,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23085938002914191,
            "compression_ratio": 1.6612021857923498,
            "no_speech_prob": 0.07794189453125,
            "words": [
                {
                    "start": 1958.41,
                    "end": 1958.89,
                    "word": " Ultimately",
                    "probability": 0.74853515625
                },
                {
                    "start": 1958.89,
                    "end": 1959.29,
                    "word": ",",
                    "probability": 0.9248046875
                },
                {
                    "start": 1959.29,
                    "end": 1959.53,
                    "word": " I",
                    "probability": 0.6591796875
                },
                {
                    "start": 1959.53,
                    "end": 1960.01,
                    "word": " think",
                    "probability": 0.81298828125
                },
                {
                    "start": 1960.01,
                    "end": 1960.29,
                    "word": " some",
                    "probability": 0.80126953125
                },
                {
                    "start": 1960.29,
                    "end": 1960.41,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 1960.41,
                    "end": 1960.55,
                    "word": " these",
                    "probability": 0.7080078125
                },
                {
                    "start": 1960.55,
                    "end": 1960.79,
                    "word": " tools",
                    "probability": 0.79296875
                },
                {
                    "start": 1960.79,
                    "end": 1960.97,
                    "word": " have",
                    "probability": 0.8740234375
                },
                {
                    "start": 1960.97,
                    "end": 1961.13,
                    "word": " been",
                    "probability": 0.8154296875
                },
                {
                    "start": 1961.13,
                    "end": 1961.53,
                    "word": " built",
                    "probability": 0.92138671875
                },
                {
                    "start": 1961.53,
                    "end": 1961.87,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 1961.87,
                    "end": 1962.15,
                    "word": " be",
                    "probability": 0.88720703125
                },
                {
                    "start": 1962.15,
                    "end": 1962.41,
                    "word": " run",
                    "probability": 0.9111328125
                },
                {
                    "start": 1962.41,
                    "end": 1962.93,
                    "word": " manually",
                    "probability": 0.814453125
                },
                {
                    "start": 1962.93,
                    "end": 1963.29,
                    "word": ",",
                    "probability": 0.66015625
                },
                {
                    "start": 1963.29,
                    "end": 1963.83,
                    "word": " right",
                    "probability": 0.62548828125
                },
                {
                    "start": 1963.83,
                    "end": 1963.87,
                    "word": "?",
                    "probability": 0.48681640625
                }
            ]
        },
        {
            "id": 292,
            "seek": 193858,
            "start": 1963.87,
            "end": 1966.65,
            "text": " On a host, like on the screen, interactively.",
            "tokens": [
                50964,
                1282,
                257,
                3975,
                11,
                411,
                322,
                264,
                2568,
                11,
                4648,
                3413,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23085938002914191,
            "compression_ratio": 1.6612021857923498,
            "no_speech_prob": 0.07794189453125,
            "words": [
                {
                    "start": 1963.87,
                    "end": 1963.97,
                    "word": " On",
                    "probability": 0.87158203125
                },
                {
                    "start": 1964.11,
                    "end": 1964.41,
                    "word": " a host",
                    "probability": 0.64501953125
                },
                {
                    "start": 1964.41,
                    "end": 1964.53,
                    "word": ",",
                    "probability": 0.77783203125
                },
                {
                    "start": 1964.53,
                    "end": 1964.65,
                    "word": " like",
                    "probability": 0.646484375
                },
                {
                    "start": 1964.65,
                    "end": 1964.85,
                    "word": " on",
                    "probability": 0.85693359375
                },
                {
                    "start": 1964.85,
                    "end": 1965.01,
                    "word": " the",
                    "probability": 0.80615234375
                },
                {
                    "start": 1965.01,
                    "end": 1965.41,
                    "word": " screen",
                    "probability": 0.849609375
                },
                {
                    "start": 1965.41,
                    "end": 1965.63,
                    "word": ",",
                    "probability": 0.294921875
                },
                {
                    "start": 1965.63,
                    "end": 1966.33,
                    "word": " interactively",
                    "probability": 0.92041015625
                },
                {
                    "start": 1966.33,
                    "end": 1966.65,
                    "word": ".",
                    "probability": 0.673828125
                }
            ]
        },
        {
            "id": 293,
            "seek": 193858,
            "start": 1966.65,
            "end": 1973.51,
            "text": " And that's fine, they still have a value, but some of them have not really been built for automation.",
            "tokens": [
                51114,
                400,
                300,
                311,
                2489,
                11,
                436,
                920,
                362,
                257,
                2158,
                11,
                457,
                512,
                295,
                552,
                362,
                406,
                534,
                668,
                3094,
                337,
                17769,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23085938002914191,
            "compression_ratio": 1.6612021857923498,
            "no_speech_prob": 0.07794189453125,
            "words": [
                {
                    "start": 1966.65,
                    "end": 1966.89,
                    "word": " And",
                    "probability": 0.89501953125
                },
                {
                    "start": 1966.89,
                    "end": 1967.07,
                    "word": " that's",
                    "probability": 0.932861328125
                },
                {
                    "start": 1967.07,
                    "end": 1967.25,
                    "word": " fine",
                    "probability": 0.880859375
                },
                {
                    "start": 1967.25,
                    "end": 1967.35,
                    "word": ",",
                    "probability": 0.8330078125
                },
                {
                    "start": 1967.35,
                    "end": 1967.55,
                    "word": " they",
                    "probability": 0.58837890625
                },
                {
                    "start": 1967.55,
                    "end": 1967.79,
                    "word": " still",
                    "probability": 0.88916015625
                },
                {
                    "start": 1967.79,
                    "end": 1967.97,
                    "word": " have",
                    "probability": 0.8857421875
                },
                {
                    "start": 1968.07,
                    "end": 1968.37,
                    "word": " a value",
                    "probability": 0.921875
                },
                {
                    "start": 1968.37,
                    "end": 1968.59,
                    "word": ",",
                    "probability": 0.79052734375
                },
                {
                    "start": 1968.59,
                    "end": 1968.73,
                    "word": " but",
                    "probability": 0.89306640625
                },
                {
                    "start": 1968.73,
                    "end": 1969.49,
                    "word": " some",
                    "probability": 0.802734375
                },
                {
                    "start": 1969.49,
                    "end": 1969.65,
                    "word": " of",
                    "probability": 0.91064453125
                },
                {
                    "start": 1969.65,
                    "end": 1969.81,
                    "word": " them",
                    "probability": 0.72802734375
                },
                {
                    "start": 1969.81,
                    "end": 1970.67,
                    "word": " have",
                    "probability": 0.62451171875
                },
                {
                    "start": 1970.67,
                    "end": 1970.87,
                    "word": " not",
                    "probability": 0.8896484375
                },
                {
                    "start": 1970.87,
                    "end": 1971.07,
                    "word": " really",
                    "probability": 0.77099609375
                },
                {
                    "start": 1971.07,
                    "end": 1971.27,
                    "word": " been",
                    "probability": 0.818359375
                },
                {
                    "start": 1971.27,
                    "end": 1971.71,
                    "word": " built",
                    "probability": 0.93017578125
                },
                {
                    "start": 1971.71,
                    "end": 1972.47,
                    "word": " for",
                    "probability": 0.89794921875
                },
                {
                    "start": 1972.47,
                    "end": 1973.03,
                    "word": " automation",
                    "probability": 0.8720703125
                },
                {
                    "start": 1973.03,
                    "end": 1973.51,
                    "word": ".",
                    "probability": 0.99462890625
                }
            ]
        },
        {
            "id": 294,
            "seek": 195936,
            "start": 1976.29,
            "end": 1983.13,
            "text": " The ones that do actually have some complicated ways of building scenarios or adding new techniques, it's not always easy.",
            "tokens": [
                50414,
                440,
                2306,
                300,
                360,
                767,
                362,
                512,
                6179,
                2098,
                295,
                2390,
                15077,
                420,
                5127,
                777,
                7512,
                11,
                309,
                311,
                406,
                1009,
                1858,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2006777108433735,
            "compression_ratio": 1.5963302752293578,
            "no_speech_prob": 0.0565185546875,
            "words": [
                {
                    "start": 1976.29,
                    "end": 1976.77,
                    "word": " The",
                    "probability": 0.0182952880859375
                },
                {
                    "start": 1976.77,
                    "end": 1977.09,
                    "word": " ones",
                    "probability": 0.81103515625
                },
                {
                    "start": 1977.09,
                    "end": 1977.29,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 1977.29,
                    "end": 1977.57,
                    "word": " do",
                    "probability": 0.8857421875
                },
                {
                    "start": 1977.57,
                    "end": 1977.93,
                    "word": " actually",
                    "probability": 0.74560546875
                },
                {
                    "start": 1977.93,
                    "end": 1978.19,
                    "word": " have",
                    "probability": 0.8876953125
                },
                {
                    "start": 1978.19,
                    "end": 1978.39,
                    "word": " some",
                    "probability": 0.8017578125
                },
                {
                    "start": 1978.39,
                    "end": 1978.85,
                    "word": " complicated",
                    "probability": 0.8447265625
                },
                {
                    "start": 1978.85,
                    "end": 1979.39,
                    "word": " ways",
                    "probability": 0.8349609375
                },
                {
                    "start": 1979.39,
                    "end": 1979.55,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 1979.55,
                    "end": 1979.81,
                    "word": " building",
                    "probability": 0.7783203125
                },
                {
                    "start": 1979.81,
                    "end": 1980.43,
                    "word": " scenarios",
                    "probability": 0.83056640625
                },
                {
                    "start": 1980.43,
                    "end": 1980.73,
                    "word": " or",
                    "probability": 0.85009765625
                },
                {
                    "start": 1980.73,
                    "end": 1980.97,
                    "word": " adding",
                    "probability": 0.82666015625
                },
                {
                    "start": 1980.97,
                    "end": 1981.21,
                    "word": " new",
                    "probability": 0.82275390625
                },
                {
                    "start": 1981.21,
                    "end": 1981.59,
                    "word": " techniques",
                    "probability": 0.84814453125
                },
                {
                    "start": 1981.59,
                    "end": 1981.79,
                    "word": ",",
                    "probability": 0.441162109375
                },
                {
                    "start": 1981.79,
                    "end": 1981.83,
                    "word": " it's",
                    "probability": 0.936767578125
                },
                {
                    "start": 1981.83,
                    "end": 1982.23,
                    "word": " not",
                    "probability": 0.849609375
                },
                {
                    "start": 1982.23,
                    "end": 1982.55,
                    "word": " always",
                    "probability": 0.7421875
                },
                {
                    "start": 1982.55,
                    "end": 1982.97,
                    "word": " easy",
                    "probability": 0.8037109375
                },
                {
                    "start": 1982.97,
                    "end": 1983.13,
                    "word": ".",
                    "probability": 0.57080078125
                }
            ]
        },
        {
            "id": 295,
            "seek": 195936,
            "start": 1983.13,
            "end": 1991.87,
            "text": " And that's also the drawback with open source, probably also with my own tools, where somebody has a certain way of working in mind, it works for them.",
            "tokens": [
                50714,
                400,
                300,
                311,
                611,
                264,
                2642,
                3207,
                365,
                1269,
                4009,
                11,
                1391,
                611,
                365,
                452,
                1065,
                3873,
                11,
                689,
                2618,
                575,
                257,
                1629,
                636,
                295,
                1364,
                294,
                1575,
                11,
                309,
                1985,
                337,
                552,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2006777108433735,
            "compression_ratio": 1.5963302752293578,
            "no_speech_prob": 0.0565185546875,
            "words": [
                {
                    "start": 1983.13,
                    "end": 1983.19,
                    "word": " And",
                    "probability": 0.712890625
                },
                {
                    "start": 1983.19,
                    "end": 1983.41,
                    "word": " that's",
                    "probability": 0.7408447265625
                },
                {
                    "start": 1983.41,
                    "end": 1983.87,
                    "word": " also",
                    "probability": 0.82763671875
                },
                {
                    "start": 1983.87,
                    "end": 1984.71,
                    "word": " the",
                    "probability": 0.748046875
                },
                {
                    "start": 1984.71,
                    "end": 1985.19,
                    "word": " drawback",
                    "probability": 0.899169921875
                },
                {
                    "start": 1985.19,
                    "end": 1985.37,
                    "word": " with",
                    "probability": 0.806640625
                },
                {
                    "start": 1985.37,
                    "end": 1985.61,
                    "word": " open",
                    "probability": 0.74951171875
                },
                {
                    "start": 1985.61,
                    "end": 1985.83,
                    "word": " source",
                    "probability": 0.66259765625
                },
                {
                    "start": 1985.83,
                    "end": 1985.95,
                    "word": ",",
                    "probability": 0.642578125
                },
                {
                    "start": 1985.95,
                    "end": 1986.17,
                    "word": " probably",
                    "probability": 0.912109375
                },
                {
                    "start": 1986.17,
                    "end": 1986.37,
                    "word": " also",
                    "probability": 0.81640625
                },
                {
                    "start": 1986.37,
                    "end": 1986.55,
                    "word": " with",
                    "probability": 0.81982421875
                },
                {
                    "start": 1986.55,
                    "end": 1986.71,
                    "word": " my",
                    "probability": 0.8984375
                },
                {
                    "start": 1986.71,
                    "end": 1986.85,
                    "word": " own",
                    "probability": 0.84228515625
                },
                {
                    "start": 1986.85,
                    "end": 1987.11,
                    "word": " tools",
                    "probability": 0.80712890625
                },
                {
                    "start": 1987.11,
                    "end": 1987.31,
                    "word": ",",
                    "probability": 0.458251953125
                },
                {
                    "start": 1987.31,
                    "end": 1987.41,
                    "word": " where",
                    "probability": 0.88623046875
                },
                {
                    "start": 1987.41,
                    "end": 1988.01,
                    "word": " somebody",
                    "probability": 0.74169921875
                },
                {
                    "start": 1988.01,
                    "end": 1988.25,
                    "word": " has",
                    "probability": 0.90576171875
                },
                {
                    "start": 1988.65,
                    "end": 1988.91,
                    "word": " a certain",
                    "probability": 0.7998046875
                },
                {
                    "start": 1988.91,
                    "end": 1989.33,
                    "word": " way",
                    "probability": 0.8955078125
                },
                {
                    "start": 1989.33,
                    "end": 1989.53,
                    "word": " of",
                    "probability": 0.90478515625
                },
                {
                    "start": 1989.53,
                    "end": 1989.81,
                    "word": " working",
                    "probability": 0.7275390625
                },
                {
                    "start": 1989.81,
                    "end": 1989.99,
                    "word": " in",
                    "probability": 0.89013671875
                },
                {
                    "start": 1989.99,
                    "end": 1990.41,
                    "word": " mind",
                    "probability": 0.810546875
                },
                {
                    "start": 1990.41,
                    "end": 1990.61,
                    "word": ",",
                    "probability": 0.72216796875
                },
                {
                    "start": 1990.61,
                    "end": 1990.77,
                    "word": " it",
                    "probability": 0.88818359375
                },
                {
                    "start": 1990.77,
                    "end": 1990.97,
                    "word": " works",
                    "probability": 0.72900390625
                },
                {
                    "start": 1990.97,
                    "end": 1991.11,
                    "word": " for",
                    "probability": 0.88232421875
                },
                {
                    "start": 1991.11,
                    "end": 1991.39,
                    "word": " them",
                    "probability": 0.7294921875
                },
                {
                    "start": 1991.39,
                    "end": 1991.87,
                    "word": ".",
                    "probability": 0.4716796875
                }
            ]
        },
        {
            "id": 296,
            "seek": 195936,
            "start": 1991.87,
            "end": 1995.95,
            "text": " But for a new adopter, it's actually quite hard to start working with it.",
            "tokens": [
                51164,
                583,
                337,
                257,
                777,
                22486,
                391,
                11,
                309,
                311,
                767,
                1596,
                1152,
                281,
                722,
                1364,
                365,
                309,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2006777108433735,
            "compression_ratio": 1.5963302752293578,
            "no_speech_prob": 0.0565185546875,
            "words": [
                {
                    "start": 1991.87,
                    "end": 1992.07,
                    "word": " But",
                    "probability": 0.87109375
                },
                {
                    "start": 1992.07,
                    "end": 1992.33,
                    "word": " for",
                    "probability": 0.88720703125
                },
                {
                    "start": 1992.91,
                    "end": 1993.09,
                    "word": " a new",
                    "probability": 0.81298828125
                },
                {
                    "start": 1993.09,
                    "end": 1993.57,
                    "word": " adopter",
                    "probability": 0.901123046875
                },
                {
                    "start": 1993.57,
                    "end": 1993.59,
                    "word": ",",
                    "probability": 0.89208984375
                },
                {
                    "start": 1993.59,
                    "end": 1993.77,
                    "word": " it's",
                    "probability": 0.95068359375
                },
                {
                    "start": 1993.77,
                    "end": 1994.01,
                    "word": " actually",
                    "probability": 0.80029296875
                },
                {
                    "start": 1994.01,
                    "end": 1994.27,
                    "word": " quite",
                    "probability": 0.87841796875
                },
                {
                    "start": 1994.27,
                    "end": 1994.47,
                    "word": " hard",
                    "probability": 0.82177734375
                },
                {
                    "start": 1994.47,
                    "end": 1994.61,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 1994.61,
                    "end": 1994.79,
                    "word": " start",
                    "probability": 0.87255859375
                },
                {
                    "start": 1994.79,
                    "end": 1995.09,
                    "word": " working",
                    "probability": 0.71826171875
                },
                {
                    "start": 1995.09,
                    "end": 1995.29,
                    "word": " with",
                    "probability": 0.81494140625
                },
                {
                    "start": 1995.29,
                    "end": 1995.47,
                    "word": " it",
                    "probability": 0.8984375
                },
                {
                    "start": 1995.47,
                    "end": 1995.95,
                    "word": ".",
                    "probability": 0.99560546875
                }
            ]
        },
        {
            "id": 297,
            "seek": 198012,
            "start": 1995.95,
            "end": 2007.37,
            "text": " And from a detection perspective, not all these tools have a really verbose way of telling you what happened, when it happened, and so on.",
            "tokens": [
                50364,
                400,
                490,
                257,
                17784,
                4585,
                11,
                406,
                439,
                613,
                3873,
                362,
                257,
                534,
                9595,
                541,
                636,
                295,
                3585,
                291,
                437,
                2011,
                11,
                562,
                309,
                2011,
                11,
                293,
                370,
                322,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2211441589939979,
            "compression_ratio": 1.5470588235294118,
            "no_speech_prob": 0.01329803466796875,
            "words": [
                {
                    "start": 1995.95,
                    "end": 1996.43,
                    "word": " And",
                    "probability": 0.494384765625
                },
                {
                    "start": 1996.43,
                    "end": 1996.79,
                    "word": " from",
                    "probability": 0.8115234375
                },
                {
                    "start": 1996.95,
                    "end": 1997.29,
                    "word": " a detection",
                    "probability": 0.7216796875
                },
                {
                    "start": 1997.29,
                    "end": 1997.89,
                    "word": " perspective",
                    "probability": 0.75537109375
                },
                {
                    "start": 1997.89,
                    "end": 1998.33,
                    "word": ",",
                    "probability": 0.826171875
                },
                {
                    "start": 1998.33,
                    "end": 1998.63,
                    "word": " not",
                    "probability": 0.87255859375
                },
                {
                    "start": 1998.63,
                    "end": 1998.85,
                    "word": " all",
                    "probability": 0.88623046875
                },
                {
                    "start": 1998.85,
                    "end": 1999.15,
                    "word": " these",
                    "probability": 0.3154296875
                },
                {
                    "start": 1999.15,
                    "end": 1999.61,
                    "word": " tools",
                    "probability": 0.79345703125
                },
                {
                    "start": 1999.61,
                    "end": 1999.85,
                    "word": " have",
                    "probability": 0.8740234375
                },
                {
                    "start": 1999.99,
                    "end": 2000.45,
                    "word": " a really",
                    "probability": 0.81103515625
                },
                {
                    "start": 2000.45,
                    "end": 2001.99,
                    "word": " verbose",
                    "probability": 0.646484375
                },
                {
                    "start": 2001.99,
                    "end": 2002.27,
                    "word": " way",
                    "probability": 0.8876953125
                },
                {
                    "start": 2002.27,
                    "end": 2002.63,
                    "word": " of",
                    "probability": 0.90478515625
                },
                {
                    "start": 2002.63,
                    "end": 2003.49,
                    "word": " telling",
                    "probability": 0.69970703125
                },
                {
                    "start": 2003.49,
                    "end": 2003.71,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 2003.71,
                    "end": 2004.01,
                    "word": " what",
                    "probability": 0.88330078125
                },
                {
                    "start": 2004.01,
                    "end": 2004.71,
                    "word": " happened",
                    "probability": 0.54150390625
                },
                {
                    "start": 2004.71,
                    "end": 2004.91,
                    "word": ",",
                    "probability": 0.9189453125
                },
                {
                    "start": 2004.91,
                    "end": 2005.01,
                    "word": " when",
                    "probability": 0.873046875
                },
                {
                    "start": 2005.01,
                    "end": 2005.55,
                    "word": " it",
                    "probability": 0.8916015625
                },
                {
                    "start": 2005.55,
                    "end": 2005.93,
                    "word": " happened",
                    "probability": 0.382080078125
                },
                {
                    "start": 2005.93,
                    "end": 2006.03,
                    "word": ",",
                    "probability": 0.5927734375
                },
                {
                    "start": 2006.03,
                    "end": 2006.15,
                    "word": " and",
                    "probability": 0.8818359375
                },
                {
                    "start": 2006.15,
                    "end": 2006.75,
                    "word": " so",
                    "probability": 0.46826171875
                },
                {
                    "start": 2006.75,
                    "end": 2007.15,
                    "word": " on",
                    "probability": 0.91162109375
                },
                {
                    "start": 2007.15,
                    "end": 2007.37,
                    "word": ".",
                    "probability": 0.83056640625
                }
            ]
        },
        {
            "id": 298,
            "seek": 198012,
            "start": 2007.37,
            "end": 2016.71,
            "text": " So, the output is quite limited, which is hard then to match against your detections or put into a more measurement program.",
            "tokens": [
                50914,
                407,
                11,
                264,
                5598,
                307,
                1596,
                5567,
                11,
                597,
                307,
                1152,
                550,
                281,
                2995,
                1970,
                428,
                5531,
                626,
                420,
                829,
                666,
                257,
                544,
                13160,
                1461,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2211441589939979,
            "compression_ratio": 1.5470588235294118,
            "no_speech_prob": 0.01329803466796875,
            "words": [
                {
                    "start": 2007.37,
                    "end": 2007.67,
                    "word": " So",
                    "probability": 0.8701171875
                },
                {
                    "start": 2007.67,
                    "end": 2007.77,
                    "word": ",",
                    "probability": 0.21142578125
                },
                {
                    "start": 2007.77,
                    "end": 2007.99,
                    "word": " the",
                    "probability": 0.80810546875
                },
                {
                    "start": 2007.99,
                    "end": 2008.35,
                    "word": " output",
                    "probability": 0.833984375
                },
                {
                    "start": 2008.35,
                    "end": 2008.53,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 2008.53,
                    "end": 2008.73,
                    "word": " quite",
                    "probability": 0.87353515625
                },
                {
                    "start": 2008.73,
                    "end": 2009.15,
                    "word": " limited",
                    "probability": 0.84521484375
                },
                {
                    "start": 2009.15,
                    "end": 2009.73,
                    "word": ",",
                    "probability": 0.7392578125
                },
                {
                    "start": 2009.73,
                    "end": 2010.27,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 2010.27,
                    "end": 2010.41,
                    "word": " is",
                    "probability": 0.89599609375
                },
                {
                    "start": 2010.41,
                    "end": 2010.61,
                    "word": " hard",
                    "probability": 0.82958984375
                },
                {
                    "start": 2010.61,
                    "end": 2010.81,
                    "word": " then",
                    "probability": 0.50927734375
                },
                {
                    "start": 2010.81,
                    "end": 2010.95,
                    "word": " to",
                    "probability": 0.8857421875
                },
                {
                    "start": 2010.95,
                    "end": 2011.25,
                    "word": " match",
                    "probability": 0.83349609375
                },
                {
                    "start": 2011.25,
                    "end": 2011.55,
                    "word": " against",
                    "probability": 0.8671875
                },
                {
                    "start": 2011.55,
                    "end": 2011.77,
                    "word": " your",
                    "probability": 0.79541015625
                },
                {
                    "start": 2011.77,
                    "end": 2012.41,
                    "word": " detections",
                    "probability": 0.890380859375
                },
                {
                    "start": 2012.41,
                    "end": 2013.35,
                    "word": " or",
                    "probability": 0.716796875
                },
                {
                    "start": 2013.35,
                    "end": 2014.03,
                    "word": " put",
                    "probability": 0.80810546875
                },
                {
                    "start": 2014.03,
                    "end": 2014.37,
                    "word": " into",
                    "probability": 0.6884765625
                },
                {
                    "start": 2014.65,
                    "end": 2015.13,
                    "word": " a more",
                    "probability": 0.87841796875
                },
                {
                    "start": 2015.13,
                    "end": 2015.53,
                    "word": " measurement",
                    "probability": 0.83349609375
                },
                {
                    "start": 2015.53,
                    "end": 2016.07,
                    "word": " program",
                    "probability": 0.74365234375
                },
                {
                    "start": 2016.07,
                    "end": 2016.71,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 299,
            "seek": 200908,
            "start": 2017.37,
            "end": 2027.77,
            "text": " And as Mauricio mentioned, some of them are very static in terms of where they run from, or they're not as realistic, where it's just a bunch of Python scripts, which are useful.",
            "tokens": [
                50414,
                400,
                382,
                26133,
                18322,
                2835,
                11,
                512,
                295,
                552,
                366,
                588,
                13437,
                294,
                2115,
                295,
                689,
                436,
                1190,
                490,
                11,
                420,
                436,
                434,
                406,
                382,
                12465,
                11,
                689,
                309,
                311,
                445,
                257,
                3840,
                295,
                15329,
                23294,
                11,
                597,
                366,
                4420,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2118803869033682,
            "compression_ratio": 1.6457564575645756,
            "no_speech_prob": 0.112548828125,
            "words": [
                {
                    "start": 2017.37,
                    "end": 2017.85,
                    "word": " And",
                    "probability": 0.38232421875
                },
                {
                    "start": 2017.85,
                    "end": 2018.21,
                    "word": " as",
                    "probability": 0.841796875
                },
                {
                    "start": 2018.21,
                    "end": 2018.71,
                    "word": " Mauricio",
                    "probability": 0.646240234375
                },
                {
                    "start": 2018.71,
                    "end": 2019.15,
                    "word": " mentioned",
                    "probability": 0.76318359375
                },
                {
                    "start": 2019.15,
                    "end": 2019.29,
                    "word": ",",
                    "probability": 0.791015625
                },
                {
                    "start": 2019.29,
                    "end": 2019.47,
                    "word": " some",
                    "probability": 0.80859375
                },
                {
                    "start": 2019.47,
                    "end": 2019.61,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 2019.61,
                    "end": 2019.75,
                    "word": " them",
                    "probability": 0.7421875
                },
                {
                    "start": 2019.75,
                    "end": 2019.89,
                    "word": " are",
                    "probability": 0.892578125
                },
                {
                    "start": 2019.89,
                    "end": 2020.19,
                    "word": " very",
                    "probability": 0.7451171875
                },
                {
                    "start": 2020.19,
                    "end": 2020.59,
                    "word": " static",
                    "probability": 0.8212890625
                },
                {
                    "start": 2020.59,
                    "end": 2020.89,
                    "word": " in",
                    "probability": 0.8740234375
                },
                {
                    "start": 2020.89,
                    "end": 2021.29,
                    "word": " terms",
                    "probability": 0.7265625
                },
                {
                    "start": 2021.29,
                    "end": 2021.49,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 2021.49,
                    "end": 2021.63,
                    "word": " where",
                    "probability": 0.90380859375
                },
                {
                    "start": 2021.63,
                    "end": 2021.79,
                    "word": " they",
                    "probability": 0.73779296875
                },
                {
                    "start": 2021.79,
                    "end": 2022.07,
                    "word": " run",
                    "probability": 0.755859375
                },
                {
                    "start": 2022.07,
                    "end": 2022.53,
                    "word": " from",
                    "probability": 0.814453125
                },
                {
                    "start": 2022.53,
                    "end": 2022.57,
                    "word": ",",
                    "probability": 0.416015625
                },
                {
                    "start": 2022.57,
                    "end": 2022.83,
                    "word": " or",
                    "probability": 0.90478515625
                },
                {
                    "start": 2022.83,
                    "end": 2023.25,
                    "word": " they're",
                    "probability": 0.8310546875
                },
                {
                    "start": 2023.25,
                    "end": 2023.83,
                    "word": " not",
                    "probability": 0.89453125
                },
                {
                    "start": 2023.83,
                    "end": 2024.03,
                    "word": " as",
                    "probability": 0.892578125
                },
                {
                    "start": 2024.03,
                    "end": 2024.55,
                    "word": " realistic",
                    "probability": 0.93115234375
                },
                {
                    "start": 2024.55,
                    "end": 2024.79,
                    "word": ",",
                    "probability": 0.4833984375
                },
                {
                    "start": 2024.79,
                    "end": 2024.89,
                    "word": " where",
                    "probability": 0.86181640625
                },
                {
                    "start": 2024.89,
                    "end": 2025.05,
                    "word": " it's",
                    "probability": 0.94775390625
                },
                {
                    "start": 2025.05,
                    "end": 2025.23,
                    "word": " just",
                    "probability": 0.8876953125
                },
                {
                    "start": 2025.41,
                    "end": 2025.59,
                    "word": " a bunch",
                    "probability": 0.81201171875
                },
                {
                    "start": 2025.59,
                    "end": 2025.81,
                    "word": " of",
                    "probability": 0.9052734375
                },
                {
                    "start": 2025.81,
                    "end": 2026.15,
                    "word": " Python",
                    "probability": 0.8681640625
                },
                {
                    "start": 2026.15,
                    "end": 2026.59,
                    "word": " scripts",
                    "probability": 0.703125
                },
                {
                    "start": 2026.59,
                    "end": 2026.67,
                    "word": ",",
                    "probability": 0.262939453125
                },
                {
                    "start": 2026.67,
                    "end": 2026.97,
                    "word": " which",
                    "probability": 0.92138671875
                },
                {
                    "start": 2026.97,
                    "end": 2027.17,
                    "word": " are",
                    "probability": 0.8955078125
                },
                {
                    "start": 2027.17,
                    "end": 2027.51,
                    "word": " useful",
                    "probability": 0.79052734375
                },
                {
                    "start": 2027.51,
                    "end": 2027.77,
                    "word": ".",
                    "probability": 0.2313232421875
                }
            ]
        },
        {
            "id": 300,
            "seek": 200908,
            "start": 2027.77,
            "end": 2031.61,
            "text": " But it also is not always the way that an attacker would do it.",
            "tokens": [
                50914,
                583,
                309,
                611,
                307,
                406,
                1009,
                264,
                636,
                300,
                364,
                35871,
                576,
                360,
                309,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2118803869033682,
            "compression_ratio": 1.6457564575645756,
            "no_speech_prob": 0.112548828125,
            "words": [
                {
                    "start": 2027.77,
                    "end": 2027.97,
                    "word": " But",
                    "probability": 0.8818359375
                },
                {
                    "start": 2027.97,
                    "end": 2028.57,
                    "word": " it",
                    "probability": 0.87255859375
                },
                {
                    "start": 2028.57,
                    "end": 2028.91,
                    "word": " also",
                    "probability": 0.7890625
                },
                {
                    "start": 2028.91,
                    "end": 2029.29,
                    "word": " is",
                    "probability": 0.89697265625
                },
                {
                    "start": 2029.29,
                    "end": 2029.73,
                    "word": " not",
                    "probability": 0.89013671875
                },
                {
                    "start": 2029.73,
                    "end": 2030.07,
                    "word": " always",
                    "probability": 0.771484375
                },
                {
                    "start": 2030.07,
                    "end": 2030.23,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 2030.23,
                    "end": 2030.41,
                    "word": " way",
                    "probability": 0.90380859375
                },
                {
                    "start": 2030.41,
                    "end": 2030.59,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 2030.59,
                    "end": 2030.73,
                    "word": " an",
                    "probability": 0.90478515625
                },
                {
                    "start": 2030.73,
                    "end": 2030.99,
                    "word": " attacker",
                    "probability": 0.7177734375
                },
                {
                    "start": 2030.99,
                    "end": 2031.23,
                    "word": " would",
                    "probability": 0.83056640625
                },
                {
                    "start": 2031.23,
                    "end": 2031.41,
                    "word": " do",
                    "probability": 0.90380859375
                },
                {
                    "start": 2031.41,
                    "end": 2031.55,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 2031.55,
                    "end": 2031.61,
                    "word": ".",
                    "probability": 0.9111328125
                }
            ]
        },
        {
            "id": 301,
            "seek": 200908,
            "start": 2031.61,
            "end": 2036.49,
            "text": " So, how realistic is it for a SOC then to be responding to this?",
            "tokens": [
                51114,
                407,
                11,
                577,
                12465,
                307,
                309,
                337,
                257,
                10621,
                34,
                550,
                281,
                312,
                16670,
                281,
                341,
                30,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2118803869033682,
            "compression_ratio": 1.6457564575645756,
            "no_speech_prob": 0.112548828125,
            "words": [
                {
                    "start": 2031.61,
                    "end": 2031.73,
                    "word": " So",
                    "probability": 0.89892578125
                },
                {
                    "start": 2031.73,
                    "end": 2031.91,
                    "word": ",",
                    "probability": 0.1826171875
                },
                {
                    "start": 2031.91,
                    "end": 2032.07,
                    "word": " how",
                    "probability": 0.8798828125
                },
                {
                    "start": 2032.07,
                    "end": 2033.11,
                    "word": " realistic",
                    "probability": 0.91650390625
                },
                {
                    "start": 2033.11,
                    "end": 2033.41,
                    "word": " is",
                    "probability": 0.90234375
                },
                {
                    "start": 2033.41,
                    "end": 2033.61,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 2033.61,
                    "end": 2033.87,
                    "word": " for",
                    "probability": 0.88916015625
                },
                {
                    "start": 2034.05,
                    "end": 2034.23,
                    "word": " a SOC",
                    "probability": 0.790283203125
                },
                {
                    "start": 2034.23,
                    "end": 2034.43,
                    "word": " then",
                    "probability": 0.41064453125
                },
                {
                    "start": 2034.43,
                    "end": 2034.59,
                    "word": " to",
                    "probability": 0.82177734375
                },
                {
                    "start": 2034.59,
                    "end": 2034.93,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 2034.93,
                    "end": 2035.47,
                    "word": " responding",
                    "probability": 0.69921875
                },
                {
                    "start": 2035.47,
                    "end": 2035.73,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 2035.73,
                    "end": 2036.01,
                    "word": " this",
                    "probability": 0.88330078125
                },
                {
                    "start": 2036.01,
                    "end": 2036.49,
                    "word": "?",
                    "probability": 0.90966796875
                }
            ]
        },
        {
            "id": 302,
            "seek": 200908,
            "start": 2036.97,
            "end": 2041.91,
            "text": " And lastly, not all of them are capable of doing stuff remotely.",
            "tokens": [
                51364,
                400,
                16386,
                11,
                406,
                439,
                295,
                552,
                366,
                8189,
                295,
                884,
                1507,
                20824,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2118803869033682,
            "compression_ratio": 1.6457564575645756,
            "no_speech_prob": 0.112548828125,
            "words": [
                {
                    "start": 2036.97,
                    "end": 2037.19,
                    "word": " And",
                    "probability": 0.82666015625
                },
                {
                    "start": 2037.19,
                    "end": 2037.55,
                    "word": " lastly",
                    "probability": 0.78662109375
                },
                {
                    "start": 2037.55,
                    "end": 2037.85,
                    "word": ",",
                    "probability": 0.98681640625
                },
                {
                    "start": 2037.85,
                    "end": 2038.13,
                    "word": " not",
                    "probability": 0.88134765625
                },
                {
                    "start": 2038.13,
                    "end": 2038.57,
                    "word": " all",
                    "probability": 0.88916015625
                },
                {
                    "start": 2038.57,
                    "end": 2038.71,
                    "word": " of",
                    "probability": 0.9072265625
                },
                {
                    "start": 2038.71,
                    "end": 2038.91,
                    "word": " them",
                    "probability": 0.73974609375
                },
                {
                    "start": 2038.91,
                    "end": 2039.39,
                    "word": " are",
                    "probability": 0.904296875
                },
                {
                    "start": 2039.39,
                    "end": 2040.49,
                    "word": " capable",
                    "probability": 0.87646484375
                },
                {
                    "start": 2040.49,
                    "end": 2040.77,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 2040.77,
                    "end": 2040.97,
                    "word": " doing",
                    "probability": 0.91845703125
                },
                {
                    "start": 2040.97,
                    "end": 2041.27,
                    "word": " stuff",
                    "probability": 0.80517578125
                },
                {
                    "start": 2041.27,
                    "end": 2041.73,
                    "word": " remotely",
                    "probability": 0.80224609375
                },
                {
                    "start": 2041.73,
                    "end": 2041.91,
                    "word": ".",
                    "probability": 0.916015625
                }
            ]
        },
        {
            "id": 303,
            "seek": 200908,
            "start": 2041.91,
            "end": 2045.67,
            "text": " So, it's usually from that same system, they do something on that system.",
            "tokens": [
                51614,
                407,
                11,
                309,
                311,
                2673,
                490,
                300,
                912,
                1185,
                11,
                436,
                360,
                746,
                322,
                300,
                1185,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2118803869033682,
            "compression_ratio": 1.6457564575645756,
            "no_speech_prob": 0.112548828125,
            "words": [
                {
                    "start": 2041.91,
                    "end": 2042.03,
                    "word": " So",
                    "probability": 0.8955078125
                },
                {
                    "start": 2042.03,
                    "end": 2042.07,
                    "word": ",",
                    "probability": 0.82421875
                },
                {
                    "start": 2042.07,
                    "end": 2042.21,
                    "word": " it's",
                    "probability": 0.940673828125
                },
                {
                    "start": 2042.21,
                    "end": 2042.45,
                    "word": " usually",
                    "probability": 0.82080078125
                },
                {
                    "start": 2042.45,
                    "end": 2042.81,
                    "word": " from",
                    "probability": 0.81787109375
                },
                {
                    "start": 2042.81,
                    "end": 2043.01,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 2043.01,
                    "end": 2043.27,
                    "word": " same",
                    "probability": 0.81689453125
                },
                {
                    "start": 2043.27,
                    "end": 2043.71,
                    "word": " system",
                    "probability": 0.86767578125
                },
                {
                    "start": 2043.71,
                    "end": 2043.83,
                    "word": ",",
                    "probability": 0.57177734375
                },
                {
                    "start": 2043.83,
                    "end": 2044.05,
                    "word": " they",
                    "probability": 0.728515625
                },
                {
                    "start": 2044.05,
                    "end": 2044.23,
                    "word": " do",
                    "probability": 0.8984375
                },
                {
                    "start": 2044.23,
                    "end": 2044.55,
                    "word": " something",
                    "probability": 0.7294921875
                },
                {
                    "start": 2044.55,
                    "end": 2044.79,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 2044.79,
                    "end": 2044.97,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 2044.97,
                    "end": 2045.41,
                    "word": " system",
                    "probability": 0.87841796875
                },
                {
                    "start": 2045.41,
                    "end": 2045.67,
                    "word": ".",
                    "probability": 0.2406005859375
                }
            ]
        },
        {
            "id": 304,
            "seek": 202308,
            "start": 2045.67,
            "end": 2047.27,
            "text": " And then that's that.",
            "tokens": [
                50364,
                400,
                550,
                300,
                311,
                300,
                13,
                50414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2657670411196622,
            "compression_ratio": 1.3706293706293706,
            "no_speech_prob": 0.055328369140625,
            "words": [
                {
                    "start": 2045.67,
                    "end": 2046.05,
                    "word": " And",
                    "probability": 0.272216796875
                },
                {
                    "start": 2046.05,
                    "end": 2046.19,
                    "word": " then",
                    "probability": 0.71630859375
                },
                {
                    "start": 2046.19,
                    "end": 2046.61,
                    "word": " that's",
                    "probability": 0.7470703125
                },
                {
                    "start": 2046.61,
                    "end": 2046.85,
                    "word": " that",
                    "probability": 0.7470703125
                },
                {
                    "start": 2046.85,
                    "end": 2047.27,
                    "word": ".",
                    "probability": 0.2490234375
                }
            ]
        },
        {
            "id": 305,
            "seek": 202308,
            "start": 2047.27,
            "end": 2050.39,
            "text": " Which is also not always the way an attacker would work, of course.",
            "tokens": [
                50414,
                3013,
                307,
                611,
                406,
                1009,
                264,
                636,
                364,
                35871,
                576,
                589,
                11,
                295,
                1164,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2657670411196622,
            "compression_ratio": 1.3706293706293706,
            "no_speech_prob": 0.055328369140625,
            "words": [
                {
                    "start": 2047.27,
                    "end": 2047.53,
                    "word": " Which",
                    "probability": 0.833984375
                },
                {
                    "start": 2047.53,
                    "end": 2047.69,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 2047.69,
                    "end": 2047.89,
                    "word": " also",
                    "probability": 0.79443359375
                },
                {
                    "start": 2047.89,
                    "end": 2048.09,
                    "word": " not",
                    "probability": 0.89013671875
                },
                {
                    "start": 2048.09,
                    "end": 2048.41,
                    "word": " always",
                    "probability": 0.7763671875
                },
                {
                    "start": 2048.41,
                    "end": 2048.55,
                    "word": " the",
                    "probability": 0.794921875
                },
                {
                    "start": 2048.55,
                    "end": 2048.71,
                    "word": " way",
                    "probability": 0.90380859375
                },
                {
                    "start": 2048.71,
                    "end": 2048.89,
                    "word": " an",
                    "probability": 0.85546875
                },
                {
                    "start": 2048.89,
                    "end": 2049.13,
                    "word": " attacker",
                    "probability": 0.7236328125
                },
                {
                    "start": 2049.13,
                    "end": 2049.35,
                    "word": " would",
                    "probability": 0.79833984375
                },
                {
                    "start": 2049.35,
                    "end": 2049.59,
                    "word": " work",
                    "probability": 0.80859375
                },
                {
                    "start": 2049.59,
                    "end": 2049.69,
                    "word": ",",
                    "probability": 0.6708984375
                },
                {
                    "start": 2049.69,
                    "end": 2049.77,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2049.77,
                    "end": 2049.95,
                    "word": " course",
                    "probability": 0.86962890625
                },
                {
                    "start": 2049.95,
                    "end": 2050.39,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 306,
            "seek": 202308,
            "start": 2053.52,
            "end": 2056.24,
            "text": " Yep. So, which takes us to our tooling, right?",
            "tokens": [
                50664,
                7010,
                13,
                407,
                11,
                597,
                2516,
                505,
                281,
                527,
                46593,
                11,
                558,
                30,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2657670411196622,
            "compression_ratio": 1.3706293706293706,
            "no_speech_prob": 0.055328369140625,
            "words": [
                {
                    "start": 2053.52,
                    "end": 2053.78,
                    "word": " Yep",
                    "probability": 0.150390625
                },
                {
                    "start": 2053.78,
                    "end": 2053.98,
                    "word": ".",
                    "probability": 0.63623046875
                },
                {
                    "start": 2053.98,
                    "end": 2054.14,
                    "word": " So",
                    "probability": 0.8623046875
                },
                {
                    "start": 2054.14,
                    "end": 2054.26,
                    "word": ",",
                    "probability": 0.35205078125
                },
                {
                    "start": 2054.26,
                    "end": 2054.42,
                    "word": " which",
                    "probability": 0.9111328125
                },
                {
                    "start": 2054.42,
                    "end": 2054.7,
                    "word": " takes",
                    "probability": 0.7744140625
                },
                {
                    "start": 2054.7,
                    "end": 2054.92,
                    "word": " us",
                    "probability": 0.900390625
                },
                {
                    "start": 2054.92,
                    "end": 2055.12,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 2055.12,
                    "end": 2055.34,
                    "word": " our",
                    "probability": 0.79150390625
                },
                {
                    "start": 2055.34,
                    "end": 2055.7,
                    "word": " tooling",
                    "probability": 0.89599609375
                },
                {
                    "start": 2055.7,
                    "end": 2055.9,
                    "word": ",",
                    "probability": 0.78759765625
                },
                {
                    "start": 2055.9,
                    "end": 2056.12,
                    "word": " right",
                    "probability": 0.8876953125
                },
                {
                    "start": 2056.12,
                    "end": 2056.24,
                    "word": "?",
                    "probability": 0.93408203125
                }
            ]
        },
        {
            "id": 307,
            "seek": 202308,
            "start": 2056.24,
            "end": 2061.52,
            "text": " So, having mentioned all these challenges and the approach,",
            "tokens": [
                50764,
                407,
                11,
                1419,
                2835,
                439,
                613,
                4759,
                293,
                264,
                3109,
                11,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2657670411196622,
            "compression_ratio": 1.3706293706293706,
            "no_speech_prob": 0.055328369140625,
            "words": [
                {
                    "start": 2056.24,
                    "end": 2056.56,
                    "word": " So",
                    "probability": 0.86767578125
                },
                {
                    "start": 2056.56,
                    "end": 2056.96,
                    "word": ",",
                    "probability": 0.74072265625
                },
                {
                    "start": 2056.96,
                    "end": 2057.06,
                    "word": " having",
                    "probability": 0.80078125
                },
                {
                    "start": 2057.06,
                    "end": 2059.18,
                    "word": " mentioned",
                    "probability": 0.7197265625
                },
                {
                    "start": 2059.18,
                    "end": 2059.48,
                    "word": " all",
                    "probability": 0.90283203125
                },
                {
                    "start": 2059.48,
                    "end": 2059.64,
                    "word": " these",
                    "probability": 0.64306640625
                },
                {
                    "start": 2059.64,
                    "end": 2060.0,
                    "word": " challenges",
                    "probability": 0.70654296875
                },
                {
                    "start": 2060.0,
                    "end": 2060.26,
                    "word": " and",
                    "probability": 0.8017578125
                },
                {
                    "start": 2060.26,
                    "end": 2060.4,
                    "word": " the",
                    "probability": 0.822265625
                },
                {
                    "start": 2060.4,
                    "end": 2061.04,
                    "word": " approach",
                    "probability": 0.79150390625
                },
                {
                    "start": 2061.04,
                    "end": 2061.52,
                    "word": ",",
                    "probability": 0.9130859375
                }
            ]
        },
        {
            "id": 308,
            "seek": 204796,
            "start": 2064.18,
            "end": 2070.62,
            "text": " Olav and I have both built tools that have different goals.",
            "tokens": [
                50414,
                6141,
                706,
                293,
                286,
                362,
                1293,
                3094,
                3873,
                300,
                362,
                819,
                5493,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23552766100305025,
            "compression_ratio": 1.4,
            "no_speech_prob": 0.5068359375,
            "words": [
                {
                    "start": 2064.18,
                    "end": 2065.02,
                    "word": " Olav",
                    "probability": 0.46844482421875
                },
                {
                    "start": 2065.02,
                    "end": 2065.16,
                    "word": " and",
                    "probability": 0.888671875
                },
                {
                    "start": 2065.16,
                    "end": 2065.32,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 2065.32,
                    "end": 2065.54,
                    "word": " have",
                    "probability": 0.84033203125
                },
                {
                    "start": 2065.54,
                    "end": 2065.78,
                    "word": " both",
                    "probability": 0.80322265625
                },
                {
                    "start": 2065.78,
                    "end": 2066.06,
                    "word": " built",
                    "probability": 0.84765625
                },
                {
                    "start": 2066.06,
                    "end": 2066.58,
                    "word": " tools",
                    "probability": 0.7822265625
                },
                {
                    "start": 2066.58,
                    "end": 2067.62,
                    "word": " that",
                    "probability": 0.8623046875
                },
                {
                    "start": 2067.62,
                    "end": 2068.86,
                    "word": " have",
                    "probability": 0.87646484375
                },
                {
                    "start": 2068.86,
                    "end": 2069.3,
                    "word": " different",
                    "probability": 0.69140625
                },
                {
                    "start": 2069.3,
                    "end": 2070.0,
                    "word": " goals",
                    "probability": 0.88134765625
                },
                {
                    "start": 2070.0,
                    "end": 2070.62,
                    "word": ".",
                    "probability": 0.1815185546875
                }
            ]
        },
        {
            "id": 309,
            "seek": 204796,
            "start": 2070.62,
            "end": 2078.42,
            "text": " And we've integrated them to execute a POC for automated adversary simulation.",
            "tokens": [
                50764,
                400,
                321,
                600,
                10919,
                552,
                281,
                14483,
                257,
                22299,
                34,
                337,
                18473,
                48222,
                16575,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23552766100305025,
            "compression_ratio": 1.4,
            "no_speech_prob": 0.5068359375,
            "words": [
                {
                    "start": 2070.62,
                    "end": 2070.9,
                    "word": " And",
                    "probability": 0.84228515625
                },
                {
                    "start": 2070.9,
                    "end": 2071.92,
                    "word": " we've",
                    "probability": 0.90869140625
                },
                {
                    "start": 2071.92,
                    "end": 2073.34,
                    "word": " integrated",
                    "probability": 0.460693359375
                },
                {
                    "start": 2073.34,
                    "end": 2073.76,
                    "word": " them",
                    "probability": 0.7529296875
                },
                {
                    "start": 2073.76,
                    "end": 2074.16,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 2074.16,
                    "end": 2075.02,
                    "word": " execute",
                    "probability": 0.8515625
                },
                {
                    "start": 2075.84,
                    "end": 2076.34,
                    "word": " a POC",
                    "probability": 0.87744140625
                },
                {
                    "start": 2076.34,
                    "end": 2076.68,
                    "word": " for",
                    "probability": 0.873046875
                },
                {
                    "start": 2076.68,
                    "end": 2077.2,
                    "word": " automated",
                    "probability": 0.7421875
                },
                {
                    "start": 2077.2,
                    "end": 2077.62,
                    "word": " adversary",
                    "probability": 0.46435546875
                },
                {
                    "start": 2077.62,
                    "end": 2078.18,
                    "word": " simulation",
                    "probability": 0.48974609375
                },
                {
                    "start": 2078.18,
                    "end": 2078.42,
                    "word": ".",
                    "probability": 0.88427734375
                }
            ]
        },
        {
            "id": 310,
            "seek": 204796,
            "start": 2078.42,
            "end": 2083.7,
            "text": " So, we want to share some of these tools in the next section.",
            "tokens": [
                51164,
                407,
                11,
                321,
                528,
                281,
                2073,
                512,
                295,
                613,
                3873,
                294,
                264,
                958,
                3541,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23552766100305025,
            "compression_ratio": 1.4,
            "no_speech_prob": 0.5068359375,
            "words": [
                {
                    "start": 2078.42,
                    "end": 2078.42,
                    "word": " So",
                    "probability": 0.716796875
                },
                {
                    "start": 2078.42,
                    "end": 2078.54,
                    "word": ",",
                    "probability": 0.1590576171875
                },
                {
                    "start": 2078.54,
                    "end": 2078.8,
                    "word": " we",
                    "probability": 0.90283203125
                },
                {
                    "start": 2078.8,
                    "end": 2078.96,
                    "word": " want",
                    "probability": 0.22265625
                },
                {
                    "start": 2078.96,
                    "end": 2079.08,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2079.08,
                    "end": 2079.4,
                    "word": " share",
                    "probability": 0.8046875
                },
                {
                    "start": 2079.4,
                    "end": 2080.48,
                    "word": " some",
                    "probability": 0.7548828125
                },
                {
                    "start": 2080.48,
                    "end": 2080.62,
                    "word": " of",
                    "probability": 0.89892578125
                },
                {
                    "start": 2080.62,
                    "end": 2081.36,
                    "word": " these",
                    "probability": 0.5087890625
                },
                {
                    "start": 2081.36,
                    "end": 2081.68,
                    "word": " tools",
                    "probability": 0.77734375
                },
                {
                    "start": 2081.68,
                    "end": 2082.54,
                    "word": " in",
                    "probability": 0.89111328125
                },
                {
                    "start": 2082.54,
                    "end": 2082.68,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 2082.68,
                    "end": 2082.9,
                    "word": " next",
                    "probability": 0.859375
                },
                {
                    "start": 2082.9,
                    "end": 2083.26,
                    "word": " section",
                    "probability": 0.7802734375
                },
                {
                    "start": 2083.26,
                    "end": 2083.7,
                    "word": ".",
                    "probability": 0.97998046875
                }
            ]
        },
        {
            "id": 311,
            "seek": 204796,
            "start": 2083.7,
            "end": 2086.4,
            "text": " So, I'll start on mine.",
            "tokens": [
                51414,
                407,
                11,
                286,
                603,
                722,
                322,
                3892,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23552766100305025,
            "compression_ratio": 1.4,
            "no_speech_prob": 0.5068359375,
            "words": [
                {
                    "start": 2083.7,
                    "end": 2083.7,
                    "word": " So",
                    "probability": 0.86279296875
                },
                {
                    "start": 2083.7,
                    "end": 2084.22,
                    "word": ",",
                    "probability": 0.8505859375
                },
                {
                    "start": 2084.22,
                    "end": 2084.96,
                    "word": " I'll",
                    "probability": 0.97265625
                },
                {
                    "start": 2084.96,
                    "end": 2085.2,
                    "word": " start",
                    "probability": 0.86328125
                },
                {
                    "start": 2085.2,
                    "end": 2085.38,
                    "word": " on",
                    "probability": 0.88916015625
                },
                {
                    "start": 2085.38,
                    "end": 2085.78,
                    "word": " mine",
                    "probability": 0.8857421875
                },
                {
                    "start": 2085.78,
                    "end": 2086.4,
                    "word": ".",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 312,
            "seek": 207328,
            "start": 2086.4,
            "end": 2094.72,
            "text": " So, actually, yesterday at Black Hat Arsenal, I released my adversary simulation tool called PurpleSharp.",
            "tokens": [
                50364,
                407,
                11,
                767,
                11,
                5186,
                412,
                4076,
                15867,
                49156,
                11,
                286,
                4736,
                452,
                48222,
                16575,
                2290,
                1219,
                28483,
                50,
                5854,
                79,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21460843517119627,
            "compression_ratio": 1.5504587155963303,
            "no_speech_prob": 0.138427734375,
            "words": [
                {
                    "start": 2086.4,
                    "end": 2086.54,
                    "word": " So",
                    "probability": 0.7119140625
                },
                {
                    "start": 2086.54,
                    "end": 2086.68,
                    "word": ",",
                    "probability": 0.1387939453125
                },
                {
                    "start": 2086.68,
                    "end": 2086.92,
                    "word": " actually",
                    "probability": 0.76416015625
                },
                {
                    "start": 2086.92,
                    "end": 2087.08,
                    "word": ",",
                    "probability": 0.2259521484375
                },
                {
                    "start": 2087.08,
                    "end": 2087.68,
                    "word": " yesterday",
                    "probability": 0.75830078125
                },
                {
                    "start": 2087.68,
                    "end": 2088.3,
                    "word": " at",
                    "probability": 0.630859375
                },
                {
                    "start": 2088.3,
                    "end": 2089.06,
                    "word": " Black",
                    "probability": 0.7265625
                },
                {
                    "start": 2089.06,
                    "end": 2089.24,
                    "word": " Hat",
                    "probability": 0.76708984375
                },
                {
                    "start": 2089.24,
                    "end": 2089.64,
                    "word": " Arsenal",
                    "probability": 0.74169921875
                },
                {
                    "start": 2089.64,
                    "end": 2089.86,
                    "word": ",",
                    "probability": 0.7783203125
                },
                {
                    "start": 2089.86,
                    "end": 2090.04,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 2090.04,
                    "end": 2090.56,
                    "word": " released",
                    "probability": 0.8779296875
                },
                {
                    "start": 2090.56,
                    "end": 2091.38,
                    "word": " my",
                    "probability": 0.884765625
                },
                {
                    "start": 2091.38,
                    "end": 2091.76,
                    "word": " adversary",
                    "probability": 0.52783203125
                },
                {
                    "start": 2091.76,
                    "end": 2092.42,
                    "word": " simulation",
                    "probability": 0.9267578125
                },
                {
                    "start": 2092.42,
                    "end": 2092.84,
                    "word": " tool",
                    "probability": 0.8779296875
                },
                {
                    "start": 2092.84,
                    "end": 2093.42,
                    "word": " called",
                    "probability": 0.72021484375
                },
                {
                    "start": 2093.42,
                    "end": 2094.24,
                    "word": " PurpleSharp",
                    "probability": 0.7481689453125
                },
                {
                    "start": 2094.24,
                    "end": 2094.72,
                    "word": ".",
                    "probability": 0.94580078125
                }
            ]
        },
        {
            "id": 313,
            "seek": 207328,
            "start": 2094.72,
            "end": 2098.76,
            "text": " So, you can go to the GitHub page and you'll find all the information you need.",
            "tokens": [
                50764,
                407,
                11,
                291,
                393,
                352,
                281,
                264,
                23331,
                3028,
                293,
                291,
                603,
                915,
                439,
                264,
                1589,
                291,
                643,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21460843517119627,
            "compression_ratio": 1.5504587155963303,
            "no_speech_prob": 0.138427734375,
            "words": [
                {
                    "start": 2094.72,
                    "end": 2094.96,
                    "word": " So",
                    "probability": 0.88134765625
                },
                {
                    "start": 2094.96,
                    "end": 2095.2,
                    "word": ",",
                    "probability": 0.5341796875
                },
                {
                    "start": 2095.2,
                    "end": 2095.4,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 2095.4,
                    "end": 2095.6,
                    "word": " can",
                    "probability": 0.90087890625
                },
                {
                    "start": 2095.6,
                    "end": 2095.8,
                    "word": " go",
                    "probability": 0.89990234375
                },
                {
                    "start": 2095.8,
                    "end": 2095.98,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 2095.98,
                    "end": 2096.14,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 2096.14,
                    "end": 2096.4,
                    "word": " GitHub",
                    "probability": 0.86083984375
                },
                {
                    "start": 2096.4,
                    "end": 2096.8,
                    "word": " page",
                    "probability": 0.80224609375
                },
                {
                    "start": 2096.8,
                    "end": 2096.96,
                    "word": " and",
                    "probability": 0.71826171875
                },
                {
                    "start": 2096.96,
                    "end": 2097.16,
                    "word": " you'll",
                    "probability": 0.916015625
                },
                {
                    "start": 2097.16,
                    "end": 2097.36,
                    "word": " find",
                    "probability": 0.82861328125
                },
                {
                    "start": 2097.36,
                    "end": 2097.52,
                    "word": " all",
                    "probability": 0.904296875
                },
                {
                    "start": 2097.52,
                    "end": 2097.64,
                    "word": " the",
                    "probability": 0.81689453125
                },
                {
                    "start": 2097.64,
                    "end": 2098.08,
                    "word": " information",
                    "probability": 0.720703125
                },
                {
                    "start": 2098.08,
                    "end": 2098.34,
                    "word": " you",
                    "probability": 0.89794921875
                },
                {
                    "start": 2098.34,
                    "end": 2098.58,
                    "word": " need",
                    "probability": 0.8173828125
                },
                {
                    "start": 2098.58,
                    "end": 2098.76,
                    "word": ".",
                    "probability": 0.66162109375
                }
            ]
        },
        {
            "id": 314,
            "seek": 207328,
            "start": 2098.76,
            "end": 2108.78,
            "text": " But basically, PurpleSharp is a tool in C Sharp that executes adversary techniques within Windows AD environments.",
            "tokens": [
                50964,
                583,
                1936,
                11,
                28483,
                50,
                5854,
                79,
                307,
                257,
                2290,
                294,
                383,
                31654,
                300,
                4454,
                1819,
                48222,
                7512,
                1951,
                8591,
                9135,
                12388,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21460843517119627,
            "compression_ratio": 1.5504587155963303,
            "no_speech_prob": 0.138427734375,
            "words": [
                {
                    "start": 2098.76,
                    "end": 2098.86,
                    "word": " But",
                    "probability": 0.9091796875
                },
                {
                    "start": 2098.86,
                    "end": 2099.6,
                    "word": " basically",
                    "probability": 0.6591796875
                },
                {
                    "start": 2099.6,
                    "end": 2100.3,
                    "word": ",",
                    "probability": 0.91162109375
                },
                {
                    "start": 2100.3,
                    "end": 2100.66,
                    "word": " PurpleSharp",
                    "probability": 0.8978271484375
                },
                {
                    "start": 2100.66,
                    "end": 2101.0,
                    "word": " is",
                    "probability": 0.89794921875
                },
                {
                    "start": 2101.5,
                    "end": 2101.86,
                    "word": " a tool",
                    "probability": 0.88671875
                },
                {
                    "start": 2101.86,
                    "end": 2102.5,
                    "word": " in",
                    "probability": 0.853515625
                },
                {
                    "start": 2102.5,
                    "end": 2102.68,
                    "word": " C",
                    "probability": 0.9892578125
                },
                {
                    "start": 2102.68,
                    "end": 2103.04,
                    "word": " Sharp",
                    "probability": 0.0310211181640625
                },
                {
                    "start": 2103.04,
                    "end": 2103.9,
                    "word": " that",
                    "probability": 0.82373046875
                },
                {
                    "start": 2103.9,
                    "end": 2104.6,
                    "word": " executes",
                    "probability": 0.943603515625
                },
                {
                    "start": 2104.6,
                    "end": 2106.18,
                    "word": " adversary",
                    "probability": 0.70458984375
                },
                {
                    "start": 2106.18,
                    "end": 2106.82,
                    "word": " techniques",
                    "probability": 0.86376953125
                },
                {
                    "start": 2106.82,
                    "end": 2107.18,
                    "word": " within",
                    "probability": 0.76806640625
                },
                {
                    "start": 2107.18,
                    "end": 2107.7,
                    "word": " Windows",
                    "probability": 0.77294921875
                },
                {
                    "start": 2107.7,
                    "end": 2108.04,
                    "word": " AD",
                    "probability": 0.69921875
                },
                {
                    "start": 2108.04,
                    "end": 2108.6,
                    "word": " environments",
                    "probability": 0.295166015625
                },
                {
                    "start": 2108.6,
                    "end": 2108.78,
                    "word": ".",
                    "probability": 0.8125
                }
            ]
        },
        {
            "id": 315,
            "seek": 207328,
            "start": 2108.78,
            "end": 2111.72,
            "text": " So, it's focused for AD environments.",
            "tokens": [
                51464,
                407,
                11,
                309,
                311,
                5178,
                337,
                9135,
                12388,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21460843517119627,
            "compression_ratio": 1.5504587155963303,
            "no_speech_prob": 0.138427734375,
            "words": [
                {
                    "start": 2108.78,
                    "end": 2108.88,
                    "word": " So",
                    "probability": 0.89208984375
                },
                {
                    "start": 2108.88,
                    "end": 2108.9,
                    "word": ",",
                    "probability": 0.7509765625
                },
                {
                    "start": 2108.9,
                    "end": 2109.08,
                    "word": " it's",
                    "probability": 0.93994140625
                },
                {
                    "start": 2109.08,
                    "end": 2109.5,
                    "word": " focused",
                    "probability": 0.734375
                },
                {
                    "start": 2109.5,
                    "end": 2109.94,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 2109.94,
                    "end": 2110.3,
                    "word": " AD",
                    "probability": 0.84912109375
                },
                {
                    "start": 2110.3,
                    "end": 2111.0,
                    "word": " environments",
                    "probability": 0.47412109375
                },
                {
                    "start": 2111.0,
                    "end": 2111.72,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 316,
            "seek": 209848,
            "start": 2111.72,
            "end": 2117.52,
            "text": " It follows a MITRE ATT&CK framework as far as the techniques.",
            "tokens": [
                50364,
                467,
                10002,
                257,
                13100,
                3850,
                8872,
                51,
                5,
                9419,
                8388,
                382,
                1400,
                382,
                264,
                7512,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20386029692257152,
            "compression_ratio": 1.5023041474654377,
            "no_speech_prob": 0.0849609375,
            "words": [
                {
                    "start": 2111.72,
                    "end": 2112.42,
                    "word": " It",
                    "probability": 0.75146484375
                },
                {
                    "start": 2112.42,
                    "end": 2113.1,
                    "word": " follows",
                    "probability": 0.7431640625
                },
                {
                    "start": 2113.3,
                    "end": 2113.58,
                    "word": " a MITRE",
                    "probability": 0.776123046875
                },
                {
                    "start": 2113.58,
                    "end": 2113.9,
                    "word": " ATT",
                    "probability": 0.75146484375
                },
                {
                    "start": 2113.9,
                    "end": 2113.92,
                    "word": "&CK",
                    "probability": 0.994140625
                },
                {
                    "start": 2113.92,
                    "end": 2114.62,
                    "word": " framework",
                    "probability": 0.740234375
                },
                {
                    "start": 2114.62,
                    "end": 2116.04,
                    "word": " as",
                    "probability": 0.6337890625
                },
                {
                    "start": 2116.04,
                    "end": 2116.2,
                    "word": " far",
                    "probability": 0.9052734375
                },
                {
                    "start": 2116.2,
                    "end": 2116.28,
                    "word": " as",
                    "probability": 0.8984375
                },
                {
                    "start": 2116.28,
                    "end": 2116.4,
                    "word": " the",
                    "probability": 0.78173828125
                },
                {
                    "start": 2116.4,
                    "end": 2116.84,
                    "word": " techniques",
                    "probability": 0.8251953125
                },
                {
                    "start": 2116.84,
                    "end": 2117.52,
                    "word": ".",
                    "probability": 0.57421875
                }
            ]
        },
        {
            "id": 317,
            "seek": 209848,
            "start": 2117.98,
            "end": 2132.3,
            "text": " And the main goal of PurpleSharp is to help us execute some of these simulations to generate the telemetry that can help us build, test, and enhance detection controls, right?",
            "tokens": [
                50664,
                400,
                264,
                2135,
                3387,
                295,
                28483,
                50,
                5854,
                79,
                307,
                281,
                854,
                505,
                14483,
                512,
                295,
                613,
                35138,
                281,
                8460,
                264,
                4304,
                5537,
                627,
                300,
                393,
                854,
                505,
                1322,
                11,
                1500,
                11,
                293,
                11985,
                17784,
                9003,
                11,
                558,
                30,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20386029692257152,
            "compression_ratio": 1.5023041474654377,
            "no_speech_prob": 0.0849609375,
            "words": [
                {
                    "start": 2117.98,
                    "end": 2118.26,
                    "word": " And",
                    "probability": 0.8095703125
                },
                {
                    "start": 2118.26,
                    "end": 2118.6,
                    "word": " the",
                    "probability": 0.8056640625
                },
                {
                    "start": 2118.6,
                    "end": 2118.88,
                    "word": " main",
                    "probability": 0.80908203125
                },
                {
                    "start": 2118.88,
                    "end": 2119.18,
                    "word": " goal",
                    "probability": 0.90966796875
                },
                {
                    "start": 2119.18,
                    "end": 2119.52,
                    "word": " of",
                    "probability": 0.9052734375
                },
                {
                    "start": 2119.52,
                    "end": 2120.24,
                    "word": " PurpleSharp",
                    "probability": 0.693359375
                },
                {
                    "start": 2120.24,
                    "end": 2120.66,
                    "word": " is",
                    "probability": 0.89501953125
                },
                {
                    "start": 2120.66,
                    "end": 2120.94,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 2120.94,
                    "end": 2121.26,
                    "word": " help",
                    "probability": 0.81884765625
                },
                {
                    "start": 2121.26,
                    "end": 2121.62,
                    "word": " us",
                    "probability": 0.904296875
                },
                {
                    "start": 2121.62,
                    "end": 2122.18,
                    "word": " execute",
                    "probability": 0.87841796875
                },
                {
                    "start": 2122.18,
                    "end": 2122.62,
                    "word": " some",
                    "probability": 0.81494140625
                },
                {
                    "start": 2122.62,
                    "end": 2122.76,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 2122.76,
                    "end": 2122.92,
                    "word": " these",
                    "probability": 0.64990234375
                },
                {
                    "start": 2122.92,
                    "end": 2123.44,
                    "word": " simulations",
                    "probability": 0.9423828125
                },
                {
                    "start": 2123.44,
                    "end": 2124.28,
                    "word": " to",
                    "probability": 0.75
                },
                {
                    "start": 2124.28,
                    "end": 2124.88,
                    "word": " generate",
                    "probability": 0.8193359375
                },
                {
                    "start": 2124.88,
                    "end": 2125.28,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 2125.28,
                    "end": 2125.96,
                    "word": " telemetry",
                    "probability": 0.9386393229166666
                },
                {
                    "start": 2125.96,
                    "end": 2127.22,
                    "word": " that",
                    "probability": 0.85009765625
                },
                {
                    "start": 2127.22,
                    "end": 2127.38,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 2127.38,
                    "end": 2127.64,
                    "word": " help",
                    "probability": 0.80322265625
                },
                {
                    "start": 2127.64,
                    "end": 2127.84,
                    "word": " us",
                    "probability": 0.90625
                },
                {
                    "start": 2127.84,
                    "end": 2128.34,
                    "word": " build",
                    "probability": 0.85595703125
                },
                {
                    "start": 2128.34,
                    "end": 2128.72,
                    "word": ",",
                    "probability": 0.82958984375
                },
                {
                    "start": 2128.72,
                    "end": 2129.08,
                    "word": " test",
                    "probability": 0.8095703125
                },
                {
                    "start": 2129.08,
                    "end": 2129.46,
                    "word": ",",
                    "probability": 0.75048828125
                },
                {
                    "start": 2129.46,
                    "end": 2129.5,
                    "word": " and",
                    "probability": 0.43603515625
                },
                {
                    "start": 2129.5,
                    "end": 2129.98,
                    "word": " enhance",
                    "probability": 0.52685546875
                },
                {
                    "start": 2129.98,
                    "end": 2130.86,
                    "word": " detection",
                    "probability": 0.77099609375
                },
                {
                    "start": 2130.86,
                    "end": 2131.44,
                    "word": " controls",
                    "probability": 0.57861328125
                },
                {
                    "start": 2131.44,
                    "end": 2131.72,
                    "word": ",",
                    "probability": 0.52587890625
                },
                {
                    "start": 2131.72,
                    "end": 2131.94,
                    "word": " right",
                    "probability": 0.87451171875
                },
                {
                    "start": 2131.94,
                    "end": 2132.3,
                    "word": "?",
                    "probability": 0.892578125
                }
            ]
        },
        {
            "id": 318,
            "seek": 209848,
            "start": 2132.3,
            "end": 2133.54,
            "text": " That's what it does, basically.",
            "tokens": [
                51364,
                663,
                311,
                437,
                309,
                775,
                11,
                1936,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20386029692257152,
            "compression_ratio": 1.5023041474654377,
            "no_speech_prob": 0.0849609375,
            "words": [
                {
                    "start": 2132.3,
                    "end": 2132.54,
                    "word": " That's",
                    "probability": 0.90625
                },
                {
                    "start": 2132.54,
                    "end": 2132.66,
                    "word": " what",
                    "probability": 0.87841796875
                },
                {
                    "start": 2132.66,
                    "end": 2132.8,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 2132.8,
                    "end": 2133.04,
                    "word": " does",
                    "probability": 0.9267578125
                },
                {
                    "start": 2133.04,
                    "end": 2133.1,
                    "word": ",",
                    "probability": 0.52099609375
                },
                {
                    "start": 2133.1,
                    "end": 2133.42,
                    "word": " basically",
                    "probability": 0.8828125
                },
                {
                    "start": 2133.42,
                    "end": 2133.54,
                    "word": ".",
                    "probability": 0.6181640625
                }
            ]
        },
        {
            "id": 319,
            "seek": 209848,
            "start": 2133.54,
            "end": 2136.92,
            "text": " It just executes techniques and will generate telemetry.",
            "tokens": [
                51414,
                467,
                445,
                4454,
                1819,
                7512,
                293,
                486,
                8460,
                4304,
                5537,
                627,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20386029692257152,
            "compression_ratio": 1.5023041474654377,
            "no_speech_prob": 0.0849609375,
            "words": [
                {
                    "start": 2133.54,
                    "end": 2133.6,
                    "word": " It",
                    "probability": 0.61865234375
                },
                {
                    "start": 2133.6,
                    "end": 2133.78,
                    "word": " just",
                    "probability": 0.88525390625
                },
                {
                    "start": 2133.78,
                    "end": 2134.32,
                    "word": " executes",
                    "probability": 0.809814453125
                },
                {
                    "start": 2134.32,
                    "end": 2134.92,
                    "word": " techniques",
                    "probability": 0.853515625
                },
                {
                    "start": 2134.92,
                    "end": 2135.26,
                    "word": " and",
                    "probability": 0.732421875
                },
                {
                    "start": 2135.26,
                    "end": 2135.46,
                    "word": " will",
                    "probability": 0.76513671875
                },
                {
                    "start": 2135.46,
                    "end": 2135.92,
                    "word": " generate",
                    "probability": 0.83349609375
                },
                {
                    "start": 2135.92,
                    "end": 2136.6,
                    "word": " telemetry",
                    "probability": 0.9322916666666666
                },
                {
                    "start": 2136.6,
                    "end": 2136.92,
                    "word": ".",
                    "probability": 0.7763671875
                }
            ]
        },
        {
            "id": 320,
            "seek": 212572,
            "start": 2136.92,
            "end": 2149.66,
            "text": " So, if you have a properly monitored Windows environment, Windows domain environment, this telemetry will make its way to the event pipeline, to your analytics engine.",
            "tokens": [
                50364,
                407,
                11,
                498,
                291,
                362,
                257,
                6108,
                36255,
                8591,
                2823,
                11,
                8591,
                9274,
                2823,
                11,
                341,
                4304,
                5537,
                627,
                486,
                652,
                1080,
                636,
                281,
                264,
                2280,
                15517,
                11,
                281,
                428,
                15370,
                2848,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19356617436689488,
            "compression_ratio": 1.5944700460829493,
            "no_speech_prob": 0.06463623046875,
            "words": [
                {
                    "start": 2136.92,
                    "end": 2137.1,
                    "word": " So",
                    "probability": 0.6474609375
                },
                {
                    "start": 2137.1,
                    "end": 2137.22,
                    "word": ",",
                    "probability": 0.346435546875
                },
                {
                    "start": 2137.22,
                    "end": 2137.24,
                    "word": " if",
                    "probability": 0.90576171875
                },
                {
                    "start": 2137.24,
                    "end": 2137.36,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 2137.36,
                    "end": 2137.54,
                    "word": " have",
                    "probability": 0.8173828125
                },
                {
                    "start": 2137.7,
                    "end": 2138.48,
                    "word": " a properly",
                    "probability": 0.82470703125
                },
                {
                    "start": 2138.48,
                    "end": 2139.06,
                    "word": " monitored",
                    "probability": 0.7861328125
                },
                {
                    "start": 2139.06,
                    "end": 2139.64,
                    "word": " Windows",
                    "probability": 0.69921875
                },
                {
                    "start": 2139.64,
                    "end": 2140.14,
                    "word": " environment",
                    "probability": 0.84716796875
                },
                {
                    "start": 2140.14,
                    "end": 2140.38,
                    "word": ",",
                    "probability": 0.87158203125
                },
                {
                    "start": 2140.38,
                    "end": 2140.6,
                    "word": " Windows",
                    "probability": 0.75439453125
                },
                {
                    "start": 2140.6,
                    "end": 2140.96,
                    "word": " domain",
                    "probability": 0.70849609375
                },
                {
                    "start": 2140.96,
                    "end": 2141.56,
                    "word": " environment",
                    "probability": 0.76123046875
                },
                {
                    "start": 2141.56,
                    "end": 2142.14,
                    "word": ",",
                    "probability": 0.92626953125
                },
                {
                    "start": 2142.14,
                    "end": 2142.3,
                    "word": " this",
                    "probability": 0.84326171875
                },
                {
                    "start": 2142.3,
                    "end": 2143.0,
                    "word": " telemetry",
                    "probability": 0.9326171875
                },
                {
                    "start": 2143.0,
                    "end": 2143.52,
                    "word": " will",
                    "probability": 0.67236328125
                },
                {
                    "start": 2143.52,
                    "end": 2143.96,
                    "word": " make",
                    "probability": 0.7802734375
                },
                {
                    "start": 2143.96,
                    "end": 2145.16,
                    "word": " its",
                    "probability": 0.767578125
                },
                {
                    "start": 2145.16,
                    "end": 2145.58,
                    "word": " way",
                    "probability": 0.896484375
                },
                {
                    "start": 2145.58,
                    "end": 2146.52,
                    "word": " to",
                    "probability": 0.8681640625
                },
                {
                    "start": 2146.52,
                    "end": 2146.8,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 2146.8,
                    "end": 2147.06,
                    "word": " event",
                    "probability": 0.70361328125
                },
                {
                    "start": 2147.06,
                    "end": 2147.62,
                    "word": " pipeline",
                    "probability": 0.74560546875
                },
                {
                    "start": 2147.62,
                    "end": 2147.76,
                    "word": ",",
                    "probability": 0.6083984375
                },
                {
                    "start": 2147.76,
                    "end": 2147.9,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2147.9,
                    "end": 2148.14,
                    "word": " your",
                    "probability": 0.798828125
                },
                {
                    "start": 2148.14,
                    "end": 2148.5,
                    "word": " analytics",
                    "probability": 0.60546875
                },
                {
                    "start": 2148.5,
                    "end": 2149.0,
                    "word": " engine",
                    "probability": 0.7822265625
                },
                {
                    "start": 2149.0,
                    "end": 2149.66,
                    "word": ".",
                    "probability": 0.5693359375
                }
            ]
        },
        {
            "id": 321,
            "seek": 212572,
            "start": 2149.66,
            "end": 2158.08,
            "text": " And if you have coverage for the techniques that PurpleSharp supports, you should validate your controls, right?",
            "tokens": [
                50964,
                400,
                498,
                291,
                362,
                9645,
                337,
                264,
                7512,
                300,
                28483,
                50,
                5854,
                79,
                9346,
                11,
                291,
                820,
                29562,
                428,
                9003,
                11,
                558,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19356617436689488,
            "compression_ratio": 1.5944700460829493,
            "no_speech_prob": 0.06463623046875,
            "words": [
                {
                    "start": 2149.66,
                    "end": 2149.88,
                    "word": " And",
                    "probability": 0.8662109375
                },
                {
                    "start": 2149.88,
                    "end": 2150.48,
                    "word": " if",
                    "probability": 0.822265625
                },
                {
                    "start": 2150.48,
                    "end": 2150.64,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 2150.64,
                    "end": 2151.08,
                    "word": " have",
                    "probability": 0.88037109375
                },
                {
                    "start": 2151.08,
                    "end": 2152.18,
                    "word": " coverage",
                    "probability": 0.7998046875
                },
                {
                    "start": 2152.18,
                    "end": 2152.66,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 2152.66,
                    "end": 2152.86,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 2152.86,
                    "end": 2153.28,
                    "word": " techniques",
                    "probability": 0.81787109375
                },
                {
                    "start": 2153.28,
                    "end": 2153.56,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 2153.56,
                    "end": 2153.96,
                    "word": " PurpleSharp",
                    "probability": 0.711181640625
                },
                {
                    "start": 2153.96,
                    "end": 2154.48,
                    "word": " supports",
                    "probability": 0.76123046875
                },
                {
                    "start": 2154.48,
                    "end": 2154.6,
                    "word": ",",
                    "probability": 0.96044921875
                },
                {
                    "start": 2154.6,
                    "end": 2154.86,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 2154.86,
                    "end": 2155.24,
                    "word": " should",
                    "probability": 0.91748046875
                },
                {
                    "start": 2155.24,
                    "end": 2156.08,
                    "word": " validate",
                    "probability": 0.85400390625
                },
                {
                    "start": 2156.08,
                    "end": 2156.52,
                    "word": " your",
                    "probability": 0.814453125
                },
                {
                    "start": 2156.52,
                    "end": 2156.9,
                    "word": " controls",
                    "probability": 0.6005859375
                },
                {
                    "start": 2156.9,
                    "end": 2157.12,
                    "word": ",",
                    "probability": 0.5849609375
                },
                {
                    "start": 2157.12,
                    "end": 2157.36,
                    "word": " right",
                    "probability": 0.87841796875
                },
                {
                    "start": 2157.36,
                    "end": 2158.08,
                    "word": "?",
                    "probability": 0.88916015625
                }
            ]
        },
        {
            "id": 322,
            "seek": 212572,
            "start": 2159.84,
            "end": 2163.2,
            "text": " So, what are some of the... why PurpleSharp?",
            "tokens": [
                51514,
                407,
                11,
                437,
                366,
                512,
                295,
                264,
                485,
                983,
                28483,
                50,
                5854,
                79,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19356617436689488,
            "compression_ratio": 1.5944700460829493,
            "no_speech_prob": 0.06463623046875,
            "words": [
                {
                    "start": 2159.84,
                    "end": 2160.56,
                    "word": " So",
                    "probability": 0.84326171875
                },
                {
                    "start": 2160.56,
                    "end": 2160.92,
                    "word": ",",
                    "probability": 0.90478515625
                },
                {
                    "start": 2160.92,
                    "end": 2161.4,
                    "word": " what",
                    "probability": 0.5986328125
                },
                {
                    "start": 2161.4,
                    "end": 2161.56,
                    "word": " are",
                    "probability": 0.88916015625
                },
                {
                    "start": 2161.56,
                    "end": 2161.8,
                    "word": " some",
                    "probability": 0.81005859375
                },
                {
                    "start": 2161.8,
                    "end": 2162.02,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2162.02,
                    "end": 2162.42,
                    "word": " the...",
                    "probability": 0.4986572265625
                },
                {
                    "start": 2162.42,
                    "end": 2162.58,
                    "word": " why",
                    "probability": 0.1363525390625
                },
                {
                    "start": 2162.58,
                    "end": 2163.1,
                    "word": " PurpleSharp",
                    "probability": 0.8631591796875
                },
                {
                    "start": 2163.1,
                    "end": 2163.2,
                    "word": "?",
                    "probability": 0.87255859375
                }
            ]
        },
        {
            "id": 323,
            "seek": 212572,
            "start": 2163.2,
            "end": 2164.16,
            "text": " Why is it different?",
            "tokens": [
                51664,
                1545,
                307,
                309,
                819,
                30,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19356617436689488,
            "compression_ratio": 1.5944700460829493,
            "no_speech_prob": 0.06463623046875,
            "words": [
                {
                    "start": 2163.2,
                    "end": 2163.36,
                    "word": " Why",
                    "probability": 0.7890625
                },
                {
                    "start": 2163.36,
                    "end": 2163.5,
                    "word": " is",
                    "probability": 0.90478515625
                },
                {
                    "start": 2163.5,
                    "end": 2163.64,
                    "word": " it",
                    "probability": 0.8974609375
                },
                {
                    "start": 2163.64,
                    "end": 2163.98,
                    "word": " different",
                    "probability": 0.70654296875
                },
                {
                    "start": 2163.98,
                    "end": 2164.16,
                    "word": "?",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 324,
            "seek": 215344,
            "start": 2164.16,
            "end": 2167.08,
            "text": " We've talked about some of the tools that exist already.",
            "tokens": [
                50364,
                492,
                600,
                2825,
                466,
                512,
                295,
                264,
                3873,
                300,
                2514,
                1217,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2164.16,
                    "end": 2164.7,
                    "word": " We've",
                    "probability": 0.6346435546875
                },
                {
                    "start": 2164.7,
                    "end": 2164.94,
                    "word": " talked",
                    "probability": 0.74755859375
                },
                {
                    "start": 2164.94,
                    "end": 2165.22,
                    "word": " about",
                    "probability": 0.822265625
                },
                {
                    "start": 2165.22,
                    "end": 2165.42,
                    "word": " some",
                    "probability": 0.81494140625
                },
                {
                    "start": 2165.42,
                    "end": 2165.56,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 2165.56,
                    "end": 2165.7,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 2165.7,
                    "end": 2165.94,
                    "word": " tools",
                    "probability": 0.77685546875
                },
                {
                    "start": 2165.94,
                    "end": 2166.08,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 2166.08,
                    "end": 2166.46,
                    "word": " exist",
                    "probability": 0.85986328125
                },
                {
                    "start": 2166.46,
                    "end": 2166.9,
                    "word": " already",
                    "probability": 0.81591796875
                },
                {
                    "start": 2166.9,
                    "end": 2167.08,
                    "word": ".",
                    "probability": 0.8486328125
                }
            ]
        },
        {
            "id": 325,
            "seek": 215344,
            "start": 2167.08,
            "end": 2168.82,
            "text": " So, I want to mention a few points real quick.",
            "tokens": [
                50464,
                407,
                11,
                286,
                528,
                281,
                2152,
                257,
                1326,
                2793,
                957,
                1702,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2167.08,
                    "end": 2167.18,
                    "word": " So",
                    "probability": 0.869140625
                },
                {
                    "start": 2167.18,
                    "end": 2167.26,
                    "word": ",",
                    "probability": 0.164306640625
                },
                {
                    "start": 2167.26,
                    "end": 2167.3,
                    "word": " I",
                    "probability": 0.96435546875
                },
                {
                    "start": 2167.3,
                    "end": 2167.36,
                    "word": " want",
                    "probability": 0.307861328125
                },
                {
                    "start": 2167.36,
                    "end": 2167.44,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 2167.44,
                    "end": 2167.62,
                    "word": " mention",
                    "probability": 0.80615234375
                },
                {
                    "start": 2167.8,
                    "end": 2167.92,
                    "word": " a few",
                    "probability": 0.8115234375
                },
                {
                    "start": 2167.92,
                    "end": 2168.22,
                    "word": " points",
                    "probability": 0.74169921875
                },
                {
                    "start": 2168.22,
                    "end": 2168.42,
                    "word": " real",
                    "probability": 0.8427734375
                },
                {
                    "start": 2168.42,
                    "end": 2168.68,
                    "word": " quick",
                    "probability": 0.91650390625
                },
                {
                    "start": 2168.68,
                    "end": 2168.82,
                    "word": ".",
                    "probability": 0.8935546875
                }
            ]
        },
        {
            "id": 326,
            "seek": 215344,
            "start": 2168.82,
            "end": 2173.16,
            "text": " I know we're not great on time, Olaf, so I'll go fast.",
            "tokens": [
                50564,
                286,
                458,
                321,
                434,
                406,
                869,
                322,
                565,
                11,
                48961,
                11,
                370,
                286,
                603,
                352,
                2370,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2168.82,
                    "end": 2168.82,
                    "word": " I",
                    "probability": 0.99755859375
                },
                {
                    "start": 2168.82,
                    "end": 2168.98,
                    "word": " know",
                    "probability": 0.8125
                },
                {
                    "start": 2168.98,
                    "end": 2169.36,
                    "word": " we're",
                    "probability": 0.819580078125
                },
                {
                    "start": 2169.36,
                    "end": 2170.8,
                    "word": " not",
                    "probability": 0.86328125
                },
                {
                    "start": 2170.8,
                    "end": 2171.06,
                    "word": " great",
                    "probability": 0.873046875
                },
                {
                    "start": 2171.06,
                    "end": 2171.2,
                    "word": " on",
                    "probability": 0.91064453125
                },
                {
                    "start": 2171.2,
                    "end": 2171.5,
                    "word": " time",
                    "probability": 0.80615234375
                },
                {
                    "start": 2171.5,
                    "end": 2171.66,
                    "word": ",",
                    "probability": 0.4794921875
                },
                {
                    "start": 2171.66,
                    "end": 2171.74,
                    "word": " Olaf",
                    "probability": 0.31396484375
                },
                {
                    "start": 2171.74,
                    "end": 2171.82,
                    "word": ",",
                    "probability": 0.73291015625
                },
                {
                    "start": 2171.82,
                    "end": 2172.02,
                    "word": " so",
                    "probability": 0.89111328125
                },
                {
                    "start": 2172.02,
                    "end": 2172.3,
                    "word": " I'll",
                    "probability": 0.9462890625
                },
                {
                    "start": 2172.3,
                    "end": 2172.48,
                    "word": " go",
                    "probability": 0.9033203125
                },
                {
                    "start": 2172.48,
                    "end": 2172.92,
                    "word": " fast",
                    "probability": 0.8115234375
                },
                {
                    "start": 2172.92,
                    "end": 2173.16,
                    "word": ".",
                    "probability": 0.96435546875
                }
            ]
        },
        {
            "id": 327,
            "seek": 215344,
            "start": 2173.16,
            "end": 2177.22,
            "text": " Simplicity, it's one simple .NET binary.",
            "tokens": [
                50814,
                3998,
                24428,
                11,
                309,
                311,
                472,
                2199,
                2411,
                35554,
                17434,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2173.16,
                    "end": 2173.62,
                    "word": " Simplicity",
                    "probability": 0.8193359375
                },
                {
                    "start": 2173.62,
                    "end": 2174.38,
                    "word": ",",
                    "probability": 0.6064453125
                },
                {
                    "start": 2174.38,
                    "end": 2175.56,
                    "word": " it's",
                    "probability": 0.9453125
                },
                {
                    "start": 2175.56,
                    "end": 2175.86,
                    "word": " one",
                    "probability": 0.82275390625
                },
                {
                    "start": 2175.86,
                    "end": 2176.18,
                    "word": " simple",
                    "probability": 0.8740234375
                },
                {
                    "start": 2176.18,
                    "end": 2176.58,
                    "word": " .NET",
                    "probability": 0.780029296875
                },
                {
                    "start": 2176.58,
                    "end": 2176.98,
                    "word": " binary",
                    "probability": 0.6865234375
                },
                {
                    "start": 2176.98,
                    "end": 2177.22,
                    "word": ".",
                    "probability": 0.947265625
                }
            ]
        },
        {
            "id": 328,
            "seek": 215344,
            "start": 2177.22,
            "end": 2186.7,
            "text": " All you need is to compile a .NET binary and you can just grab it and copy it to a Windows endpoint and run simulations against remote hosts from that.",
            "tokens": [
                51014,
                1057,
                291,
                643,
                307,
                281,
                31413,
                257,
                2411,
                35554,
                17434,
                293,
                291,
                393,
                445,
                4444,
                309,
                293,
                5055,
                309,
                281,
                257,
                8591,
                35795,
                293,
                1190,
                35138,
                1970,
                8607,
                21573,
                490,
                300,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2177.22,
                    "end": 2177.38,
                    "word": " All",
                    "probability": 0.90625
                },
                {
                    "start": 2177.38,
                    "end": 2177.54,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 2177.54,
                    "end": 2177.8,
                    "word": " need",
                    "probability": 0.81201171875
                },
                {
                    "start": 2177.8,
                    "end": 2178.06,
                    "word": " is",
                    "probability": 0.8994140625
                },
                {
                    "start": 2178.06,
                    "end": 2178.24,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 2178.24,
                    "end": 2178.62,
                    "word": " compile",
                    "probability": 0.84814453125
                },
                {
                    "start": 2178.8,
                    "end": 2179.06,
                    "word": " a .NET",
                    "probability": 0.935302734375
                },
                {
                    "start": 2179.06,
                    "end": 2179.46,
                    "word": " binary",
                    "probability": 0.68505859375
                },
                {
                    "start": 2179.46,
                    "end": 2179.86,
                    "word": " and",
                    "probability": 0.55322265625
                },
                {
                    "start": 2179.86,
                    "end": 2180.02,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 2180.02,
                    "end": 2180.22,
                    "word": " can",
                    "probability": 0.8955078125
                },
                {
                    "start": 2180.22,
                    "end": 2180.48,
                    "word": " just",
                    "probability": 0.72314453125
                },
                {
                    "start": 2180.48,
                    "end": 2180.84,
                    "word": " grab",
                    "probability": 0.81494140625
                },
                {
                    "start": 2180.84,
                    "end": 2181.02,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 2181.02,
                    "end": 2181.34,
                    "word": " and",
                    "probability": 0.87548828125
                },
                {
                    "start": 2181.34,
                    "end": 2181.78,
                    "word": " copy",
                    "probability": 0.80615234375
                },
                {
                    "start": 2181.78,
                    "end": 2181.96,
                    "word": " it",
                    "probability": 0.853515625
                },
                {
                    "start": 2181.96,
                    "end": 2182.08,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 2182.22,
                    "end": 2182.48,
                    "word": " a Windows",
                    "probability": 0.80810546875
                },
                {
                    "start": 2182.48,
                    "end": 2182.98,
                    "word": " endpoint",
                    "probability": 0.57373046875
                },
                {
                    "start": 2182.98,
                    "end": 2184.22,
                    "word": " and",
                    "probability": 0.64697265625
                },
                {
                    "start": 2184.22,
                    "end": 2184.5,
                    "word": " run",
                    "probability": 0.91357421875
                },
                {
                    "start": 2184.5,
                    "end": 2185.02,
                    "word": " simulations",
                    "probability": 0.93017578125
                },
                {
                    "start": 2185.02,
                    "end": 2185.58,
                    "word": " against",
                    "probability": 0.880859375
                },
                {
                    "start": 2185.58,
                    "end": 2185.94,
                    "word": " remote",
                    "probability": 0.85107421875
                },
                {
                    "start": 2185.94,
                    "end": 2186.24,
                    "word": " hosts",
                    "probability": 0.434814453125
                },
                {
                    "start": 2186.24,
                    "end": 2186.44,
                    "word": " from",
                    "probability": 0.8193359375
                },
                {
                    "start": 2186.44,
                    "end": 2186.64,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 2186.64,
                    "end": 2186.7,
                    "word": ".",
                    "probability": 0.273193359375
                }
            ]
        },
        {
            "id": 329,
            "seek": 215344,
            "start": 2186.7,
            "end": 2187.36,
            "text": " Really easy.",
            "tokens": [
                51464,
                4083,
                1858,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2186.7,
                    "end": 2186.88,
                    "word": " Really",
                    "probability": 0.69873046875
                },
                {
                    "start": 2186.88,
                    "end": 2187.2,
                    "word": " easy",
                    "probability": 0.80810546875
                },
                {
                    "start": 2187.2,
                    "end": 2187.36,
                    "word": ".",
                    "probability": 0.6806640625
                }
            ]
        },
        {
            "id": 330,
            "seek": 215344,
            "start": 2187.36,
            "end": 2191.88,
            "text": " No C2, no C2 channels, no infrastructure, no VMs, one binary.",
            "tokens": [
                51514,
                883,
                383,
                17,
                11,
                572,
                383,
                17,
                9235,
                11,
                572,
                6896,
                11,
                572,
                18038,
                82,
                11,
                472,
                17434,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18724384989406243,
            "compression_ratio": 1.5379061371841156,
            "no_speech_prob": 0.55029296875,
            "words": [
                {
                    "start": 2187.36,
                    "end": 2187.54,
                    "word": " No",
                    "probability": 0.8994140625
                },
                {
                    "start": 2187.54,
                    "end": 2187.96,
                    "word": " C2",
                    "probability": 0.954345703125
                },
                {
                    "start": 2187.96,
                    "end": 2188.22,
                    "word": ",",
                    "probability": 0.71826171875
                },
                {
                    "start": 2188.22,
                    "end": 2188.4,
                    "word": " no",
                    "probability": 0.8955078125
                },
                {
                    "start": 2188.4,
                    "end": 2188.68,
                    "word": " C2",
                    "probability": 0.993896484375
                },
                {
                    "start": 2188.68,
                    "end": 2189.02,
                    "word": " channels",
                    "probability": 0.88330078125
                },
                {
                    "start": 2189.02,
                    "end": 2189.18,
                    "word": ",",
                    "probability": 0.9765625
                },
                {
                    "start": 2189.18,
                    "end": 2189.32,
                    "word": " no",
                    "probability": 0.9130859375
                },
                {
                    "start": 2189.32,
                    "end": 2189.8,
                    "word": " infrastructure",
                    "probability": 0.87255859375
                },
                {
                    "start": 2189.8,
                    "end": 2189.98,
                    "word": ",",
                    "probability": 0.9912109375
                },
                {
                    "start": 2189.98,
                    "end": 2190.12,
                    "word": " no",
                    "probability": 0.90869140625
                },
                {
                    "start": 2190.12,
                    "end": 2190.64,
                    "word": " VMs",
                    "probability": 0.874755859375
                },
                {
                    "start": 2190.64,
                    "end": 2190.86,
                    "word": ",",
                    "probability": 0.82177734375
                },
                {
                    "start": 2190.86,
                    "end": 2191.08,
                    "word": " one",
                    "probability": 0.81982421875
                },
                {
                    "start": 2191.08,
                    "end": 2191.4,
                    "word": " binary",
                    "probability": 0.7587890625
                },
                {
                    "start": 2191.4,
                    "end": 2191.88,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 331,
            "seek": 217764,
            "start": 2191.88,
            "end": 2203.68,
            "text": " Verbose logging, as Olaf was saying, we need the audit trail of all these techniques that executed at what point, from which processes, from which process ID.",
            "tokens": [
                50364,
                27034,
                541,
                27991,
                11,
                382,
                48961,
                390,
                1566,
                11,
                321,
                643,
                264,
                17748,
                9924,
                295,
                439,
                613,
                7512,
                300,
                17577,
                412,
                437,
                935,
                11,
                490,
                597,
                7555,
                11,
                490,
                597,
                1399,
                7348,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22292877958957538,
            "compression_ratio": 1.6681614349775784,
            "no_speech_prob": 0.049591064453125,
            "words": [
                {
                    "start": 2191.88,
                    "end": 2192.82,
                    "word": " Verbose",
                    "probability": 0.6978759765625
                },
                {
                    "start": 2192.82,
                    "end": 2193.16,
                    "word": " logging",
                    "probability": 0.5029296875
                },
                {
                    "start": 2193.16,
                    "end": 2193.38,
                    "word": ",",
                    "probability": 0.443603515625
                },
                {
                    "start": 2193.38,
                    "end": 2194.02,
                    "word": " as",
                    "probability": 0.912109375
                },
                {
                    "start": 2194.02,
                    "end": 2195.54,
                    "word": " Olaf",
                    "probability": 0.369384765625
                },
                {
                    "start": 2195.54,
                    "end": 2195.76,
                    "word": " was",
                    "probability": 0.88427734375
                },
                {
                    "start": 2195.76,
                    "end": 2196.0,
                    "word": " saying",
                    "probability": 0.79541015625
                },
                {
                    "start": 2196.0,
                    "end": 2196.08,
                    "word": ",",
                    "probability": 0.93359375
                },
                {
                    "start": 2196.08,
                    "end": 2196.22,
                    "word": " we",
                    "probability": 0.8994140625
                },
                {
                    "start": 2196.22,
                    "end": 2196.72,
                    "word": " need",
                    "probability": 0.80810546875
                },
                {
                    "start": 2196.72,
                    "end": 2197.56,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 2197.56,
                    "end": 2197.98,
                    "word": " audit",
                    "probability": 0.88037109375
                },
                {
                    "start": 2197.98,
                    "end": 2198.38,
                    "word": " trail",
                    "probability": 0.81298828125
                },
                {
                    "start": 2198.38,
                    "end": 2198.66,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 2198.66,
                    "end": 2198.86,
                    "word": " all",
                    "probability": 0.89794921875
                },
                {
                    "start": 2198.86,
                    "end": 2198.98,
                    "word": " these",
                    "probability": 0.4697265625
                },
                {
                    "start": 2198.98,
                    "end": 2199.42,
                    "word": " techniques",
                    "probability": 0.7998046875
                },
                {
                    "start": 2199.42,
                    "end": 2199.66,
                    "word": " that",
                    "probability": 0.869140625
                },
                {
                    "start": 2199.66,
                    "end": 2200.14,
                    "word": " executed",
                    "probability": 0.82275390625
                },
                {
                    "start": 2200.14,
                    "end": 2200.46,
                    "word": " at",
                    "probability": 0.6396484375
                },
                {
                    "start": 2200.46,
                    "end": 2200.72,
                    "word": " what",
                    "probability": 0.78662109375
                },
                {
                    "start": 2200.72,
                    "end": 2201.1,
                    "word": " point",
                    "probability": 0.87109375
                },
                {
                    "start": 2201.1,
                    "end": 2201.18,
                    "word": ",",
                    "probability": 0.59326171875
                },
                {
                    "start": 2201.18,
                    "end": 2201.34,
                    "word": " from",
                    "probability": 0.81494140625
                },
                {
                    "start": 2201.34,
                    "end": 2201.56,
                    "word": " which",
                    "probability": 0.9111328125
                },
                {
                    "start": 2201.56,
                    "end": 2202.06,
                    "word": " processes",
                    "probability": 0.76318359375
                },
                {
                    "start": 2202.06,
                    "end": 2202.26,
                    "word": ",",
                    "probability": 0.962890625
                },
                {
                    "start": 2202.26,
                    "end": 2202.42,
                    "word": " from",
                    "probability": 0.80517578125
                },
                {
                    "start": 2202.42,
                    "end": 2202.68,
                    "word": " which",
                    "probability": 0.91162109375
                },
                {
                    "start": 2202.68,
                    "end": 2203.04,
                    "word": " process",
                    "probability": 0.85107421875
                },
                {
                    "start": 2203.04,
                    "end": 2203.34,
                    "word": " ID",
                    "probability": 0.89111328125
                },
                {
                    "start": 2203.34,
                    "end": 2203.68,
                    "word": ".",
                    "probability": 0.326171875
                }
            ]
        },
        {
            "id": 332,
            "seek": 217764,
            "start": 2203.68,
            "end": 2213.68,
            "text": " So, we can grab that data and maybe if our detection controls didn't trigger, we can at least find that telemetry and create a new detection or identify why the detection didn't trigger, right?",
            "tokens": [
                50964,
                407,
                11,
                321,
                393,
                4444,
                300,
                1412,
                293,
                1310,
                498,
                527,
                17784,
                9003,
                994,
                380,
                7875,
                11,
                321,
                393,
                412,
                1935,
                915,
                300,
                4304,
                5537,
                627,
                293,
                1884,
                257,
                777,
                17784,
                420,
                5876,
                983,
                264,
                17784,
                994,
                380,
                7875,
                11,
                558,
                30,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22292877958957538,
            "compression_ratio": 1.6681614349775784,
            "no_speech_prob": 0.049591064453125,
            "words": [
                {
                    "start": 2203.68,
                    "end": 2204.02,
                    "word": " So",
                    "probability": 0.90283203125
                },
                {
                    "start": 2204.02,
                    "end": 2204.08,
                    "word": ",",
                    "probability": 0.1251220703125
                },
                {
                    "start": 2204.08,
                    "end": 2204.2,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 2204.2,
                    "end": 2204.38,
                    "word": " can",
                    "probability": 0.91162109375
                },
                {
                    "start": 2204.38,
                    "end": 2204.62,
                    "word": " grab",
                    "probability": 0.63916015625
                },
                {
                    "start": 2204.62,
                    "end": 2204.8,
                    "word": " that",
                    "probability": 0.7783203125
                },
                {
                    "start": 2204.8,
                    "end": 2205.04,
                    "word": " data",
                    "probability": 0.81103515625
                },
                {
                    "start": 2205.04,
                    "end": 2205.2,
                    "word": " and",
                    "probability": 0.58349609375
                },
                {
                    "start": 2205.2,
                    "end": 2205.4,
                    "word": " maybe",
                    "probability": 0.859375
                },
                {
                    "start": 2205.4,
                    "end": 2205.54,
                    "word": " if",
                    "probability": 0.67236328125
                },
                {
                    "start": 2205.54,
                    "end": 2205.66,
                    "word": " our",
                    "probability": 0.7939453125
                },
                {
                    "start": 2205.66,
                    "end": 2205.96,
                    "word": " detection",
                    "probability": 0.7548828125
                },
                {
                    "start": 2205.96,
                    "end": 2206.46,
                    "word": " controls",
                    "probability": 0.55908203125
                },
                {
                    "start": 2206.46,
                    "end": 2206.72,
                    "word": " didn't",
                    "probability": 0.88525390625
                },
                {
                    "start": 2206.72,
                    "end": 2207.0,
                    "word": " trigger",
                    "probability": 0.765625
                },
                {
                    "start": 2207.0,
                    "end": 2207.16,
                    "word": ",",
                    "probability": 0.849609375
                },
                {
                    "start": 2207.16,
                    "end": 2207.24,
                    "word": " we",
                    "probability": 0.8984375
                },
                {
                    "start": 2207.24,
                    "end": 2207.4,
                    "word": " can",
                    "probability": 0.9033203125
                },
                {
                    "start": 2207.4,
                    "end": 2207.6,
                    "word": " at",
                    "probability": 0.90771484375
                },
                {
                    "start": 2207.6,
                    "end": 2207.84,
                    "word": " least",
                    "probability": 0.85986328125
                },
                {
                    "start": 2207.84,
                    "end": 2208.44,
                    "word": " find",
                    "probability": 0.802734375
                },
                {
                    "start": 2208.44,
                    "end": 2209.0,
                    "word": " that",
                    "probability": 0.869140625
                },
                {
                    "start": 2209.0,
                    "end": 2209.54,
                    "word": " telemetry",
                    "probability": 0.8536783854166666
                },
                {
                    "start": 2209.54,
                    "end": 2209.72,
                    "word": " and",
                    "probability": 0.8505859375
                },
                {
                    "start": 2209.72,
                    "end": 2210.0,
                    "word": " create",
                    "probability": 0.83544921875
                },
                {
                    "start": 2210.12,
                    "end": 2210.24,
                    "word": " a new",
                    "probability": 0.80908203125
                },
                {
                    "start": 2210.24,
                    "end": 2210.58,
                    "word": " detection",
                    "probability": 0.7568359375
                },
                {
                    "start": 2210.58,
                    "end": 2210.92,
                    "word": " or",
                    "probability": 0.76416015625
                },
                {
                    "start": 2210.92,
                    "end": 2211.36,
                    "word": " identify",
                    "probability": 0.873046875
                },
                {
                    "start": 2211.36,
                    "end": 2211.76,
                    "word": " why",
                    "probability": 0.830078125
                },
                {
                    "start": 2211.76,
                    "end": 2211.88,
                    "word": " the",
                    "probability": 0.798828125
                },
                {
                    "start": 2211.88,
                    "end": 2212.18,
                    "word": " detection",
                    "probability": 0.76611328125
                },
                {
                    "start": 2212.18,
                    "end": 2212.48,
                    "word": " didn't",
                    "probability": 0.913330078125
                },
                {
                    "start": 2212.48,
                    "end": 2212.8,
                    "word": " trigger",
                    "probability": 0.75830078125
                },
                {
                    "start": 2212.8,
                    "end": 2212.96,
                    "word": ",",
                    "probability": 0.6689453125
                },
                {
                    "start": 2212.96,
                    "end": 2213.16,
                    "word": " right",
                    "probability": 0.89111328125
                },
                {
                    "start": 2213.16,
                    "end": 2213.68,
                    "word": "?",
                    "probability": 0.861328125
                }
            ]
        },
        {
            "id": 333,
            "seek": 217764,
            "start": 2214.52,
            "end": 2216.08,
            "text": " Remote simulations.",
            "tokens": [
                51464,
                44858,
                35138,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22292877958957538,
            "compression_ratio": 1.6681614349775784,
            "no_speech_prob": 0.049591064453125,
            "words": [
                {
                    "start": 2214.52,
                    "end": 2215.04,
                    "word": " Remote",
                    "probability": 0.91015625
                },
                {
                    "start": 2215.04,
                    "end": 2215.56,
                    "word": " simulations",
                    "probability": 0.9130859375
                },
                {
                    "start": 2215.56,
                    "end": 2216.08,
                    "word": ".",
                    "probability": 0.5634765625
                }
            ]
        },
        {
            "id": 334,
            "seek": 220688,
            "start": 2216.08,
            "end": 2223.52,
            "text": " PurpleSharp is actually able to execute simulations or what I want to call deploy simulations on remote endpoints.",
            "tokens": [
                50364,
                28483,
                50,
                5854,
                79,
                307,
                767,
                1075,
                281,
                14483,
                35138,
                420,
                437,
                286,
                528,
                281,
                818,
                7274,
                35138,
                322,
                8607,
                917,
                20552,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18572809769935214,
            "compression_ratio": 1.6692607003891051,
            "no_speech_prob": 0.69873046875,
            "words": [
                {
                    "start": 2216.08,
                    "end": 2216.32,
                    "word": " PurpleSharp",
                    "probability": 0.647186279296875
                },
                {
                    "start": 2216.32,
                    "end": 2216.52,
                    "word": " is",
                    "probability": 0.8935546875
                },
                {
                    "start": 2216.52,
                    "end": 2216.92,
                    "word": " actually",
                    "probability": 0.7841796875
                },
                {
                    "start": 2216.92,
                    "end": 2217.22,
                    "word": " able",
                    "probability": 0.8984375
                },
                {
                    "start": 2217.22,
                    "end": 2217.4,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 2217.4,
                    "end": 2217.82,
                    "word": " execute",
                    "probability": 0.87109375
                },
                {
                    "start": 2217.82,
                    "end": 2218.68,
                    "word": " simulations",
                    "probability": 0.92431640625
                },
                {
                    "start": 2218.68,
                    "end": 2219.36,
                    "word": " or",
                    "probability": 0.59130859375
                },
                {
                    "start": 2219.36,
                    "end": 2219.96,
                    "word": " what",
                    "probability": 0.8662109375
                },
                {
                    "start": 2219.96,
                    "end": 2220.06,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 2220.06,
                    "end": 2220.16,
                    "word": " want",
                    "probability": 0.304443359375
                },
                {
                    "start": 2220.16,
                    "end": 2220.26,
                    "word": " to",
                    "probability": 0.90087890625
                },
                {
                    "start": 2220.26,
                    "end": 2220.44,
                    "word": " call",
                    "probability": 0.82470703125
                },
                {
                    "start": 2220.44,
                    "end": 2220.98,
                    "word": " deploy",
                    "probability": 0.60302734375
                },
                {
                    "start": 2220.98,
                    "end": 2221.72,
                    "word": " simulations",
                    "probability": 0.92333984375
                },
                {
                    "start": 2221.72,
                    "end": 2222.1,
                    "word": " on",
                    "probability": 0.8896484375
                },
                {
                    "start": 2222.1,
                    "end": 2222.44,
                    "word": " remote",
                    "probability": 0.85205078125
                },
                {
                    "start": 2222.44,
                    "end": 2223.08,
                    "word": " endpoints",
                    "probability": 0.6923828125
                },
                {
                    "start": 2223.08,
                    "end": 2223.52,
                    "word": ".",
                    "probability": 0.96337890625
                }
            ]
        },
        {
            "id": 335,
            "seek": 220688,
            "start": 2223.52,
            "end": 2232.12,
            "text": " So, once again, the challenge of verifying that the event pipeline is working or not can be easily approached with PurpleSharp.",
            "tokens": [
                50714,
                407,
                11,
                1564,
                797,
                11,
                264,
                3430,
                295,
                1306,
                5489,
                300,
                264,
                2280,
                15517,
                307,
                1364,
                420,
                406,
                393,
                312,
                3612,
                17247,
                365,
                28483,
                50,
                5854,
                79,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18572809769935214,
            "compression_ratio": 1.6692607003891051,
            "no_speech_prob": 0.69873046875,
            "words": [
                {
                    "start": 2223.52,
                    "end": 2223.68,
                    "word": " So",
                    "probability": 0.9013671875
                },
                {
                    "start": 2223.68,
                    "end": 2223.76,
                    "word": ",",
                    "probability": 0.0460205078125
                },
                {
                    "start": 2223.76,
                    "end": 2223.96,
                    "word": " once",
                    "probability": 0.8212890625
                },
                {
                    "start": 2223.96,
                    "end": 2224.38,
                    "word": " again",
                    "probability": 0.9189453125
                },
                {
                    "start": 2224.38,
                    "end": 2224.9,
                    "word": ",",
                    "probability": 0.8779296875
                },
                {
                    "start": 2224.9,
                    "end": 2225.92,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 2225.92,
                    "end": 2226.46,
                    "word": " challenge",
                    "probability": 0.78271484375
                },
                {
                    "start": 2226.46,
                    "end": 2226.74,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2226.74,
                    "end": 2227.4,
                    "word": " verifying",
                    "probability": 0.78759765625
                },
                {
                    "start": 2227.4,
                    "end": 2227.64,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 2227.64,
                    "end": 2227.8,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 2227.8,
                    "end": 2228.06,
                    "word": " event",
                    "probability": 0.75830078125
                },
                {
                    "start": 2228.06,
                    "end": 2228.54,
                    "word": " pipeline",
                    "probability": 0.7578125
                },
                {
                    "start": 2228.54,
                    "end": 2228.9,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 2228.9,
                    "end": 2229.22,
                    "word": " working",
                    "probability": 0.73486328125
                },
                {
                    "start": 2229.22,
                    "end": 2229.42,
                    "word": " or",
                    "probability": 0.89599609375
                },
                {
                    "start": 2229.42,
                    "end": 2229.76,
                    "word": " not",
                    "probability": 0.89306640625
                },
                {
                    "start": 2229.76,
                    "end": 2230.3,
                    "word": " can",
                    "probability": 0.6474609375
                },
                {
                    "start": 2230.3,
                    "end": 2230.52,
                    "word": " be",
                    "probability": 0.90478515625
                },
                {
                    "start": 2230.52,
                    "end": 2230.96,
                    "word": " easily",
                    "probability": 0.8359375
                },
                {
                    "start": 2230.96,
                    "end": 2231.38,
                    "word": " approached",
                    "probability": 0.62060546875
                },
                {
                    "start": 2231.38,
                    "end": 2231.56,
                    "word": " with",
                    "probability": 0.81689453125
                },
                {
                    "start": 2231.56,
                    "end": 2232.08,
                    "word": " PurpleSharp",
                    "probability": 0.901611328125
                },
                {
                    "start": 2232.08,
                    "end": 2232.12,
                    "word": ".",
                    "probability": 0.79150390625
                }
            ]
        },
        {
            "id": 336,
            "seek": 220688,
            "start": 2232.12,
            "end": 2245.32,
            "text": " All you have to do is point your simulation to a host in your Singapore office and you'll confirm if that simulation will be detected as good as the one that in your headquarters, right?",
            "tokens": [
                51164,
                1057,
                291,
                362,
                281,
                360,
                307,
                935,
                428,
                16575,
                281,
                257,
                3975,
                294,
                428,
                14491,
                3398,
                293,
                291,
                603,
                9064,
                498,
                300,
                16575,
                486,
                312,
                21896,
                382,
                665,
                382,
                264,
                472,
                300,
                294,
                428,
                21052,
                11,
                558,
                30,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18572809769935214,
            "compression_ratio": 1.6692607003891051,
            "no_speech_prob": 0.69873046875,
            "words": [
                {
                    "start": 2232.12,
                    "end": 2232.22,
                    "word": " All",
                    "probability": 0.88671875
                },
                {
                    "start": 2232.22,
                    "end": 2232.32,
                    "word": " you",
                    "probability": 0.90283203125
                },
                {
                    "start": 2232.32,
                    "end": 2232.48,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 2232.48,
                    "end": 2232.62,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2232.62,
                    "end": 2232.78,
                    "word": " do",
                    "probability": 0.90869140625
                },
                {
                    "start": 2232.78,
                    "end": 2232.92,
                    "word": " is",
                    "probability": 0.90478515625
                },
                {
                    "start": 2232.92,
                    "end": 2233.4,
                    "word": " point",
                    "probability": 0.86962890625
                },
                {
                    "start": 2233.4,
                    "end": 2233.62,
                    "word": " your",
                    "probability": 0.76806640625
                },
                {
                    "start": 2233.62,
                    "end": 2234.16,
                    "word": " simulation",
                    "probability": 0.9482421875
                },
                {
                    "start": 2234.16,
                    "end": 2234.44,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 2234.6,
                    "end": 2234.9,
                    "word": " a host",
                    "probability": 0.76025390625
                },
                {
                    "start": 2234.9,
                    "end": 2235.1,
                    "word": " in",
                    "probability": 0.89599609375
                },
                {
                    "start": 2235.1,
                    "end": 2235.28,
                    "word": " your",
                    "probability": 0.8095703125
                },
                {
                    "start": 2235.28,
                    "end": 2235.7,
                    "word": " Singapore",
                    "probability": 0.92041015625
                },
                {
                    "start": 2235.7,
                    "end": 2236.2,
                    "word": " office",
                    "probability": 0.84130859375
                },
                {
                    "start": 2236.2,
                    "end": 2236.8,
                    "word": " and",
                    "probability": 0.450439453125
                },
                {
                    "start": 2236.8,
                    "end": 2237.02,
                    "word": " you'll",
                    "probability": 0.91943359375
                },
                {
                    "start": 2237.02,
                    "end": 2237.46,
                    "word": " confirm",
                    "probability": 0.85400390625
                },
                {
                    "start": 2237.46,
                    "end": 2238.02,
                    "word": " if",
                    "probability": 0.900390625
                },
                {
                    "start": 2238.02,
                    "end": 2238.36,
                    "word": " that",
                    "probability": 0.88232421875
                },
                {
                    "start": 2238.36,
                    "end": 2238.9,
                    "word": " simulation",
                    "probability": 0.92431640625
                },
                {
                    "start": 2238.9,
                    "end": 2239.9,
                    "word": " will",
                    "probability": 0.8154296875
                },
                {
                    "start": 2239.9,
                    "end": 2240.42,
                    "word": " be",
                    "probability": 0.912109375
                },
                {
                    "start": 2240.42,
                    "end": 2240.84,
                    "word": " detected",
                    "probability": 0.8076171875
                },
                {
                    "start": 2240.84,
                    "end": 2241.28,
                    "word": " as",
                    "probability": 0.89697265625
                },
                {
                    "start": 2241.28,
                    "end": 2241.5,
                    "word": " good",
                    "probability": 0.87109375
                },
                {
                    "start": 2241.5,
                    "end": 2241.8,
                    "word": " as",
                    "probability": 0.900390625
                },
                {
                    "start": 2241.8,
                    "end": 2242.06,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 2242.06,
                    "end": 2242.42,
                    "word": " one",
                    "probability": 0.822265625
                },
                {
                    "start": 2242.42,
                    "end": 2242.66,
                    "word": " that",
                    "probability": 0.8291015625
                },
                {
                    "start": 2242.66,
                    "end": 2242.86,
                    "word": " in",
                    "probability": 0.8095703125
                },
                {
                    "start": 2242.86,
                    "end": 2243.18,
                    "word": " your",
                    "probability": 0.7978515625
                },
                {
                    "start": 2243.18,
                    "end": 2244.08,
                    "word": " headquarters",
                    "probability": 0.638671875
                },
                {
                    "start": 2244.08,
                    "end": 2244.5,
                    "word": ",",
                    "probability": 0.6611328125
                },
                {
                    "start": 2244.5,
                    "end": 2244.72,
                    "word": " right",
                    "probability": 0.8916015625
                },
                {
                    "start": 2244.72,
                    "end": 2245.32,
                    "word": "?",
                    "probability": 0.8173828125
                }
            ]
        },
        {
            "id": 337,
            "seek": 223652,
            "start": 2245.32,
            "end": 2247.24,
            "text": " Credible simulations.",
            "tokens": [
                50364,
                47560,
                964,
                35138,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18038503865578345,
            "compression_ratio": 1.7846153846153847,
            "no_speech_prob": 0.2529296875,
            "words": [
                {
                    "start": 2245.32,
                    "end": 2246.24,
                    "word": " Credible",
                    "probability": 0.623291015625
                },
                {
                    "start": 2246.24,
                    "end": 2246.82,
                    "word": " simulations",
                    "probability": 0.90234375
                },
                {
                    "start": 2246.82,
                    "end": 2247.24,
                    "word": ".",
                    "probability": 0.63525390625
                }
            ]
        },
        {
            "id": 338,
            "seek": 223652,
            "start": 2247.24,
            "end": 2253.5,
            "text": " I've used a couple of techniques with PurpleSharp to make sure that the simulation is credible.",
            "tokens": [
                50464,
                286,
                600,
                1143,
                257,
                1916,
                295,
                7512,
                365,
                28483,
                50,
                5854,
                79,
                281,
                652,
                988,
                300,
                264,
                16575,
                307,
                32757,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18038503865578345,
            "compression_ratio": 1.7846153846153847,
            "no_speech_prob": 0.2529296875,
            "words": [
                {
                    "start": 2247.24,
                    "end": 2247.76,
                    "word": " I've",
                    "probability": 0.775634765625
                },
                {
                    "start": 2247.76,
                    "end": 2248.38,
                    "word": " used",
                    "probability": 0.60791015625
                },
                {
                    "start": 2248.52,
                    "end": 2248.66,
                    "word": " a couple",
                    "probability": 0.794921875
                },
                {
                    "start": 2248.66,
                    "end": 2248.82,
                    "word": " of",
                    "probability": 0.841796875
                },
                {
                    "start": 2248.82,
                    "end": 2249.14,
                    "word": " techniques",
                    "probability": 0.82080078125
                },
                {
                    "start": 2249.14,
                    "end": 2249.42,
                    "word": " with",
                    "probability": 0.80908203125
                },
                {
                    "start": 2249.42,
                    "end": 2250.16,
                    "word": " PurpleSharp",
                    "probability": 0.7269287109375
                },
                {
                    "start": 2250.16,
                    "end": 2250.8,
                    "word": " to",
                    "probability": 0.873046875
                },
                {
                    "start": 2250.8,
                    "end": 2251.32,
                    "word": " make",
                    "probability": 0.8798828125
                },
                {
                    "start": 2251.32,
                    "end": 2251.6,
                    "word": " sure",
                    "probability": 0.8134765625
                },
                {
                    "start": 2251.6,
                    "end": 2251.78,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 2251.78,
                    "end": 2251.94,
                    "word": " the",
                    "probability": 0.70263671875
                },
                {
                    "start": 2251.94,
                    "end": 2252.32,
                    "word": " simulation",
                    "probability": 0.9453125
                },
                {
                    "start": 2252.32,
                    "end": 2252.58,
                    "word": " is",
                    "probability": 0.90380859375
                },
                {
                    "start": 2252.58,
                    "end": 2252.94,
                    "word": " credible",
                    "probability": 0.55517578125
                },
                {
                    "start": 2252.94,
                    "end": 2253.5,
                    "word": ".",
                    "probability": 0.994140625
                }
            ]
        },
        {
            "id": 339,
            "seek": 223652,
            "start": 2253.72,
            "end": 2255.62,
            "text": " I'll mention a couple of things.",
            "tokens": [
                50764,
                286,
                603,
                2152,
                257,
                1916,
                295,
                721,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18038503865578345,
            "compression_ratio": 1.7846153846153847,
            "no_speech_prob": 0.2529296875,
            "words": [
                {
                    "start": 2253.72,
                    "end": 2253.98,
                    "word": " I'll",
                    "probability": 0.96923828125
                },
                {
                    "start": 2253.98,
                    "end": 2254.2,
                    "word": " mention",
                    "probability": 0.80517578125
                },
                {
                    "start": 2254.36,
                    "end": 2254.56,
                    "word": " a couple",
                    "probability": 0.79541015625
                },
                {
                    "start": 2254.56,
                    "end": 2254.76,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 2254.76,
                    "end": 2255.1,
                    "word": " things",
                    "probability": 0.732421875
                },
                {
                    "start": 2255.1,
                    "end": 2255.62,
                    "word": ".",
                    "probability": 0.79736328125
                }
            ]
        },
        {
            "id": 340,
            "seek": 223652,
            "start": 2255.62,
            "end": 2264.16,
            "text": " You can go through the documentation to really understand, but one is process ID, parent process ID spoofing, PPID spoofing technique.",
            "tokens": [
                50864,
                509,
                393,
                352,
                807,
                264,
                14333,
                281,
                534,
                1223,
                11,
                457,
                472,
                307,
                1399,
                7348,
                11,
                2596,
                1399,
                7348,
                637,
                29496,
                278,
                11,
                37369,
                2777,
                637,
                29496,
                278,
                6532,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18038503865578345,
            "compression_ratio": 1.7846153846153847,
            "no_speech_prob": 0.2529296875,
            "words": [
                {
                    "start": 2255.62,
                    "end": 2255.7,
                    "word": " You",
                    "probability": 0.8916015625
                },
                {
                    "start": 2255.7,
                    "end": 2255.84,
                    "word": " can",
                    "probability": 0.89990234375
                },
                {
                    "start": 2255.84,
                    "end": 2255.98,
                    "word": " go",
                    "probability": 0.90087890625
                },
                {
                    "start": 2255.98,
                    "end": 2256.14,
                    "word": " through",
                    "probability": 0.7626953125
                },
                {
                    "start": 2256.14,
                    "end": 2256.28,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 2256.28,
                    "end": 2256.76,
                    "word": " documentation",
                    "probability": 0.79296875
                },
                {
                    "start": 2256.76,
                    "end": 2257.06,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 2257.06,
                    "end": 2257.24,
                    "word": " really",
                    "probability": 0.78955078125
                },
                {
                    "start": 2257.24,
                    "end": 2257.64,
                    "word": " understand",
                    "probability": 0.75732421875
                },
                {
                    "start": 2257.64,
                    "end": 2257.86,
                    "word": ",",
                    "probability": 0.64990234375
                },
                {
                    "start": 2257.86,
                    "end": 2257.96,
                    "word": " but",
                    "probability": 0.88916015625
                },
                {
                    "start": 2257.96,
                    "end": 2258.26,
                    "word": " one",
                    "probability": 0.8291015625
                },
                {
                    "start": 2258.26,
                    "end": 2258.52,
                    "word": " is",
                    "probability": 0.90234375
                },
                {
                    "start": 2258.52,
                    "end": 2259.72,
                    "word": " process",
                    "probability": 0.31640625
                },
                {
                    "start": 2259.72,
                    "end": 2260.62,
                    "word": " ID",
                    "probability": 0.44482421875
                },
                {
                    "start": 2260.62,
                    "end": 2260.78,
                    "word": ",",
                    "probability": 0.7509765625
                },
                {
                    "start": 2260.78,
                    "end": 2260.98,
                    "word": " parent",
                    "probability": 0.630859375
                },
                {
                    "start": 2260.98,
                    "end": 2261.44,
                    "word": " process",
                    "probability": 0.853515625
                },
                {
                    "start": 2261.44,
                    "end": 2261.74,
                    "word": " ID",
                    "probability": 0.8544921875
                },
                {
                    "start": 2261.74,
                    "end": 2262.34,
                    "word": " spoofing",
                    "probability": 0.9490559895833334
                },
                {
                    "start": 2262.34,
                    "end": 2262.52,
                    "word": ",",
                    "probability": 0.76708984375
                },
                {
                    "start": 2262.52,
                    "end": 2262.96,
                    "word": " PPID",
                    "probability": 0.8212890625
                },
                {
                    "start": 2262.96,
                    "end": 2263.48,
                    "word": " spoofing",
                    "probability": 0.947265625
                },
                {
                    "start": 2263.48,
                    "end": 2263.86,
                    "word": " technique",
                    "probability": 0.89453125
                },
                {
                    "start": 2263.86,
                    "end": 2264.16,
                    "word": ".",
                    "probability": 0.986328125
                }
            ]
        },
        {
            "id": 341,
            "seek": 223652,
            "start": 2264.16,
            "end": 2274.96,
            "text": " I use this technique to be able to deploy simulations on remote endpoints and run the simulations under the context of the user who's logged in on that host at that point, right?",
            "tokens": [
                51314,
                286,
                764,
                341,
                6532,
                281,
                312,
                1075,
                281,
                7274,
                35138,
                322,
                8607,
                917,
                20552,
                293,
                1190,
                264,
                35138,
                833,
                264,
                4319,
                295,
                264,
                4195,
                567,
                311,
                27231,
                294,
                322,
                300,
                3975,
                412,
                300,
                935,
                11,
                558,
                30,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18038503865578345,
            "compression_ratio": 1.7846153846153847,
            "no_speech_prob": 0.2529296875,
            "words": [
                {
                    "start": 2264.16,
                    "end": 2264.38,
                    "word": " I",
                    "probability": 0.99658203125
                },
                {
                    "start": 2264.38,
                    "end": 2264.6,
                    "word": " use",
                    "probability": 0.75341796875
                },
                {
                    "start": 2264.6,
                    "end": 2264.78,
                    "word": " this",
                    "probability": 0.88134765625
                },
                {
                    "start": 2264.78,
                    "end": 2265.22,
                    "word": " technique",
                    "probability": 0.90966796875
                },
                {
                    "start": 2265.22,
                    "end": 2265.76,
                    "word": " to",
                    "probability": 0.90771484375
                },
                {
                    "start": 2265.76,
                    "end": 2265.94,
                    "word": " be",
                    "probability": 0.8974609375
                },
                {
                    "start": 2265.94,
                    "end": 2266.12,
                    "word": " able",
                    "probability": 0.89501953125
                },
                {
                    "start": 2266.12,
                    "end": 2266.28,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2266.28,
                    "end": 2266.62,
                    "word": " deploy",
                    "probability": 0.734375
                },
                {
                    "start": 2266.62,
                    "end": 2267.24,
                    "word": " simulations",
                    "probability": 0.92724609375
                },
                {
                    "start": 2267.24,
                    "end": 2267.5,
                    "word": " on",
                    "probability": 0.82470703125
                },
                {
                    "start": 2267.5,
                    "end": 2267.8,
                    "word": " remote",
                    "probability": 0.8544921875
                },
                {
                    "start": 2267.8,
                    "end": 2268.3,
                    "word": " endpoints",
                    "probability": 0.71337890625
                },
                {
                    "start": 2268.3,
                    "end": 2268.84,
                    "word": " and",
                    "probability": 0.83349609375
                },
                {
                    "start": 2268.84,
                    "end": 2269.24,
                    "word": " run",
                    "probability": 0.912109375
                },
                {
                    "start": 2269.24,
                    "end": 2269.66,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 2269.66,
                    "end": 2270.2,
                    "word": " simulations",
                    "probability": 0.92529296875
                },
                {
                    "start": 2270.2,
                    "end": 2270.8,
                    "word": " under",
                    "probability": 0.8017578125
                },
                {
                    "start": 2270.8,
                    "end": 2271.06,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 2271.06,
                    "end": 2271.52,
                    "word": " context",
                    "probability": 0.748046875
                },
                {
                    "start": 2271.52,
                    "end": 2271.82,
                    "word": " of",
                    "probability": 0.9072265625
                },
                {
                    "start": 2271.82,
                    "end": 2272.0,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 2272.0,
                    "end": 2272.28,
                    "word": " user",
                    "probability": 0.8271484375
                },
                {
                    "start": 2272.28,
                    "end": 2272.56,
                    "word": " who's",
                    "probability": 0.862548828125
                },
                {
                    "start": 2272.56,
                    "end": 2272.82,
                    "word": " logged",
                    "probability": 0.7138671875
                },
                {
                    "start": 2272.82,
                    "end": 2273.02,
                    "word": " in",
                    "probability": 0.90478515625
                },
                {
                    "start": 2273.02,
                    "end": 2273.18,
                    "word": " on",
                    "probability": 0.89404296875
                },
                {
                    "start": 2273.18,
                    "end": 2273.36,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 2273.36,
                    "end": 2273.64,
                    "word": " host",
                    "probability": 0.82763671875
                },
                {
                    "start": 2273.64,
                    "end": 2273.86,
                    "word": " at",
                    "probability": 0.90283203125
                },
                {
                    "start": 2273.86,
                    "end": 2274.1,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 2274.1,
                    "end": 2274.4,
                    "word": " point",
                    "probability": 0.86474609375
                },
                {
                    "start": 2274.4,
                    "end": 2274.54,
                    "word": ",",
                    "probability": 0.5595703125
                },
                {
                    "start": 2274.54,
                    "end": 2274.78,
                    "word": " right",
                    "probability": 0.8603515625
                },
                {
                    "start": 2274.78,
                    "end": 2274.96,
                    "word": "?",
                    "probability": 0.873046875
                }
            ]
        },
        {
            "id": 342,
            "seek": 226210,
            "start": 2274.96,
            "end": 2281.9,
            "text": " So, no longer we have to run simulations from that same infrastructure, from that same user that our SOC already knows.",
            "tokens": [
                50364,
                407,
                11,
                572,
                2854,
                321,
                362,
                281,
                1190,
                35138,
                490,
                300,
                912,
                6896,
                11,
                490,
                300,
                912,
                4195,
                300,
                527,
                10621,
                34,
                1217,
                3255,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20874298288581078,
            "compression_ratio": 1.6470588235294117,
            "no_speech_prob": 0.0433349609375,
            "words": [
                {
                    "start": 2274.96,
                    "end": 2275.36,
                    "word": " So",
                    "probability": 0.728515625
                },
                {
                    "start": 2275.36,
                    "end": 2275.7,
                    "word": ",",
                    "probability": 0.47265625
                },
                {
                    "start": 2275.7,
                    "end": 2275.96,
                    "word": " no",
                    "probability": 0.9033203125
                },
                {
                    "start": 2275.96,
                    "end": 2276.34,
                    "word": " longer",
                    "probability": 0.84814453125
                },
                {
                    "start": 2276.34,
                    "end": 2276.58,
                    "word": " we",
                    "probability": 0.8115234375
                },
                {
                    "start": 2276.58,
                    "end": 2276.82,
                    "word": " have",
                    "probability": 0.87939453125
                },
                {
                    "start": 2276.82,
                    "end": 2276.96,
                    "word": " to",
                    "probability": 0.91357421875
                },
                {
                    "start": 2276.96,
                    "end": 2277.14,
                    "word": " run",
                    "probability": 0.89306640625
                },
                {
                    "start": 2277.14,
                    "end": 2277.52,
                    "word": " simulations",
                    "probability": 0.9169921875
                },
                {
                    "start": 2277.52,
                    "end": 2277.8,
                    "word": " from",
                    "probability": 0.8125
                },
                {
                    "start": 2277.8,
                    "end": 2277.98,
                    "word": " that",
                    "probability": 0.8447265625
                },
                {
                    "start": 2277.98,
                    "end": 2278.4,
                    "word": " same",
                    "probability": 0.76904296875
                },
                {
                    "start": 2278.4,
                    "end": 2278.98,
                    "word": " infrastructure",
                    "probability": 0.85595703125
                },
                {
                    "start": 2278.98,
                    "end": 2279.22,
                    "word": ",",
                    "probability": 0.66650390625
                },
                {
                    "start": 2279.22,
                    "end": 2279.36,
                    "word": " from",
                    "probability": 0.80322265625
                },
                {
                    "start": 2279.36,
                    "end": 2279.56,
                    "word": " that",
                    "probability": 0.8818359375
                },
                {
                    "start": 2279.56,
                    "end": 2279.9,
                    "word": " same",
                    "probability": 0.80224609375
                },
                {
                    "start": 2279.9,
                    "end": 2280.28,
                    "word": " user",
                    "probability": 0.81982421875
                },
                {
                    "start": 2280.28,
                    "end": 2280.48,
                    "word": " that",
                    "probability": 0.83154296875
                },
                {
                    "start": 2280.48,
                    "end": 2280.62,
                    "word": " our",
                    "probability": 0.68994140625
                },
                {
                    "start": 2280.62,
                    "end": 2280.82,
                    "word": " SOC",
                    "probability": 0.7353515625
                },
                {
                    "start": 2280.82,
                    "end": 2281.18,
                    "word": " already",
                    "probability": 0.82080078125
                },
                {
                    "start": 2281.18,
                    "end": 2281.64,
                    "word": " knows",
                    "probability": 0.75390625
                },
                {
                    "start": 2281.64,
                    "end": 2281.9,
                    "word": ".",
                    "probability": 0.215087890625
                }
            ]
        },
        {
            "id": 343,
            "seek": 226210,
            "start": 2281.9,
            "end": 2289.26,
            "text": " And it's just going to close that alert and you're not really going to train them unless these simulations run from real users on real computers.",
            "tokens": [
                50714,
                400,
                309,
                311,
                445,
                516,
                281,
                1998,
                300,
                9615,
                293,
                291,
                434,
                406,
                534,
                516,
                281,
                3847,
                552,
                5969,
                613,
                35138,
                1190,
                490,
                957,
                5022,
                322,
                957,
                10807,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20874298288581078,
            "compression_ratio": 1.6470588235294117,
            "no_speech_prob": 0.0433349609375,
            "words": [
                {
                    "start": 2281.9,
                    "end": 2282.08,
                    "word": " And",
                    "probability": 0.7421875
                },
                {
                    "start": 2282.08,
                    "end": 2282.2,
                    "word": " it's",
                    "probability": 0.883544921875
                },
                {
                    "start": 2282.2,
                    "end": 2282.3,
                    "word": " just",
                    "probability": 0.869140625
                },
                {
                    "start": 2282.3,
                    "end": 2282.4,
                    "word": " going",
                    "probability": 0.5830078125
                },
                {
                    "start": 2282.4,
                    "end": 2282.48,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 2282.48,
                    "end": 2282.7,
                    "word": " close",
                    "probability": 0.81103515625
                },
                {
                    "start": 2282.7,
                    "end": 2282.84,
                    "word": " that",
                    "probability": 0.86279296875
                },
                {
                    "start": 2282.84,
                    "end": 2283.18,
                    "word": " alert",
                    "probability": 0.8408203125
                },
                {
                    "start": 2283.18,
                    "end": 2283.92,
                    "word": " and",
                    "probability": 0.376708984375
                },
                {
                    "start": 2283.92,
                    "end": 2284.06,
                    "word": " you're",
                    "probability": 0.920166015625
                },
                {
                    "start": 2284.06,
                    "end": 2284.22,
                    "word": " not",
                    "probability": 0.8857421875
                },
                {
                    "start": 2284.22,
                    "end": 2284.52,
                    "word": " really",
                    "probability": 0.744140625
                },
                {
                    "start": 2284.52,
                    "end": 2284.66,
                    "word": " going",
                    "probability": 0.84375
                },
                {
                    "start": 2284.66,
                    "end": 2284.74,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2284.74,
                    "end": 2284.98,
                    "word": " train",
                    "probability": 0.8095703125
                },
                {
                    "start": 2284.98,
                    "end": 2285.2,
                    "word": " them",
                    "probability": 0.732421875
                },
                {
                    "start": 2285.2,
                    "end": 2285.8,
                    "word": " unless",
                    "probability": 0.53369140625
                },
                {
                    "start": 2285.8,
                    "end": 2286.22,
                    "word": " these",
                    "probability": 0.6708984375
                },
                {
                    "start": 2286.22,
                    "end": 2286.66,
                    "word": " simulations",
                    "probability": 0.947265625
                },
                {
                    "start": 2286.66,
                    "end": 2286.92,
                    "word": " run",
                    "probability": 0.80517578125
                },
                {
                    "start": 2286.92,
                    "end": 2287.12,
                    "word": " from",
                    "probability": 0.8173828125
                },
                {
                    "start": 2287.12,
                    "end": 2287.4,
                    "word": " real",
                    "probability": 0.869140625
                },
                {
                    "start": 2287.4,
                    "end": 2287.78,
                    "word": " users",
                    "probability": 0.853515625
                },
                {
                    "start": 2287.78,
                    "end": 2287.98,
                    "word": " on",
                    "probability": 0.5625
                },
                {
                    "start": 2287.98,
                    "end": 2288.16,
                    "word": " real",
                    "probability": 0.8857421875
                },
                {
                    "start": 2288.16,
                    "end": 2288.7,
                    "word": " computers",
                    "probability": 0.7587890625
                },
                {
                    "start": 2288.7,
                    "end": 2289.26,
                    "word": ".",
                    "probability": 0.98095703125
                }
            ]
        },
        {
            "id": 344,
            "seek": 226210,
            "start": 2290.38,
            "end": 2291.5,
            "text": " Randomness.",
            "tokens": [
                51114,
                37603,
                1287,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20874298288581078,
            "compression_ratio": 1.6470588235294117,
            "no_speech_prob": 0.0433349609375,
            "words": [
                {
                    "start": 2290.38,
                    "end": 2290.94,
                    "word": " Randomness",
                    "probability": 0.84619140625
                },
                {
                    "start": 2290.94,
                    "end": 2291.5,
                    "word": ".",
                    "probability": 0.57861328125
                }
            ]
        },
        {
            "id": 345,
            "seek": 226210,
            "start": 2292.14,
            "end": 2300.54,
            "text": " PurpleSharp will leverage simple LDAP queries to query your environment and pick random hosts for the simulations.",
            "tokens": [
                51214,
                28483,
                50,
                5854,
                79,
                486,
                13982,
                2199,
                33936,
                4715,
                24109,
                281,
                14581,
                428,
                2823,
                293,
                1888,
                4974,
                21573,
                337,
                264,
                35138,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20874298288581078,
            "compression_ratio": 1.6470588235294117,
            "no_speech_prob": 0.0433349609375,
            "words": [
                {
                    "start": 2292.14,
                    "end": 2292.7,
                    "word": " PurpleSharp",
                    "probability": 0.402099609375
                },
                {
                    "start": 2292.7,
                    "end": 2292.92,
                    "word": " will",
                    "probability": 0.82421875
                },
                {
                    "start": 2292.92,
                    "end": 2293.28,
                    "word": " leverage",
                    "probability": 0.76416015625
                },
                {
                    "start": 2293.28,
                    "end": 2293.74,
                    "word": " simple",
                    "probability": 0.916015625
                },
                {
                    "start": 2293.74,
                    "end": 2294.12,
                    "word": " LDAP",
                    "probability": 0.86865234375
                },
                {
                    "start": 2294.12,
                    "end": 2294.6,
                    "word": " queries",
                    "probability": 0.85302734375
                },
                {
                    "start": 2294.6,
                    "end": 2295.46,
                    "word": " to",
                    "probability": 0.8779296875
                },
                {
                    "start": 2295.46,
                    "end": 2296.0,
                    "word": " query",
                    "probability": 0.88720703125
                },
                {
                    "start": 2296.0,
                    "end": 2296.26,
                    "word": " your",
                    "probability": 0.80078125
                },
                {
                    "start": 2296.26,
                    "end": 2296.74,
                    "word": " environment",
                    "probability": 0.77294921875
                },
                {
                    "start": 2296.74,
                    "end": 2297.58,
                    "word": " and",
                    "probability": 0.8818359375
                },
                {
                    "start": 2297.58,
                    "end": 2297.98,
                    "word": " pick",
                    "probability": 0.8203125
                },
                {
                    "start": 2297.98,
                    "end": 2298.44,
                    "word": " random",
                    "probability": 0.66796875
                },
                {
                    "start": 2298.44,
                    "end": 2299.0,
                    "word": " hosts",
                    "probability": 0.64013671875
                },
                {
                    "start": 2299.0,
                    "end": 2299.2,
                    "word": " for",
                    "probability": 0.89697265625
                },
                {
                    "start": 2299.2,
                    "end": 2299.36,
                    "word": " the",
                    "probability": 0.81201171875
                },
                {
                    "start": 2299.36,
                    "end": 2299.98,
                    "word": " simulations",
                    "probability": 0.91552734375
                },
                {
                    "start": 2299.98,
                    "end": 2300.54,
                    "word": ".",
                    "probability": 0.91015625
                }
            ]
        },
        {
            "id": 346,
            "seek": 229174,
            "start": 2301.36,
            "end": 2305.16,
            "text": " For example, in a password spray attack, it's going to pick random users.",
            "tokens": [
                50414,
                1171,
                1365,
                11,
                294,
                257,
                11524,
                8519,
                2690,
                11,
                309,
                311,
                516,
                281,
                1888,
                4974,
                5022,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2301.36,
                    "end": 2301.8,
                    "word": " For",
                    "probability": 0.386474609375
                },
                {
                    "start": 2301.8,
                    "end": 2302.24,
                    "word": " example",
                    "probability": 0.93798828125
                },
                {
                    "start": 2302.24,
                    "end": 2302.32,
                    "word": ",",
                    "probability": 0.9111328125
                },
                {
                    "start": 2302.32,
                    "end": 2302.38,
                    "word": " in",
                    "probability": 0.54638671875
                },
                {
                    "start": 2302.52,
                    "end": 2302.74,
                    "word": " a password",
                    "probability": 0.85400390625
                },
                {
                    "start": 2302.74,
                    "end": 2303.1,
                    "word": " spray",
                    "probability": 0.43896484375
                },
                {
                    "start": 2303.1,
                    "end": 2303.38,
                    "word": " attack",
                    "probability": 0.78173828125
                },
                {
                    "start": 2303.38,
                    "end": 2303.44,
                    "word": ",",
                    "probability": 0.7373046875
                },
                {
                    "start": 2303.44,
                    "end": 2303.56,
                    "word": " it's",
                    "probability": 0.93359375
                },
                {
                    "start": 2303.56,
                    "end": 2303.66,
                    "word": " going",
                    "probability": 0.38623046875
                },
                {
                    "start": 2303.66,
                    "end": 2303.76,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 2303.76,
                    "end": 2303.92,
                    "word": " pick",
                    "probability": 0.54931640625
                },
                {
                    "start": 2303.92,
                    "end": 2304.22,
                    "word": " random",
                    "probability": 0.61279296875
                },
                {
                    "start": 2304.22,
                    "end": 2304.74,
                    "word": " users",
                    "probability": 0.859375
                },
                {
                    "start": 2304.74,
                    "end": 2305.16,
                    "word": ".",
                    "probability": 0.8291015625
                }
            ]
        },
        {
            "id": 347,
            "seek": 229174,
            "start": 2305.16,
            "end": 2308.62,
            "text": " If it's going to do a network sharing iteration, it's going to pick random hosts.",
            "tokens": [
                50564,
                759,
                309,
                311,
                516,
                281,
                360,
                257,
                3209,
                5414,
                24784,
                11,
                309,
                311,
                516,
                281,
                1888,
                4974,
                21573,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2305.16,
                    "end": 2305.26,
                    "word": " If",
                    "probability": 0.89892578125
                },
                {
                    "start": 2305.26,
                    "end": 2305.44,
                    "word": " it's",
                    "probability": 0.950439453125
                },
                {
                    "start": 2305.44,
                    "end": 2305.56,
                    "word": " going",
                    "probability": 0.8564453125
                },
                {
                    "start": 2305.56,
                    "end": 2305.64,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 2305.64,
                    "end": 2305.76,
                    "word": " do",
                    "probability": 0.90185546875
                },
                {
                    "start": 2305.88,
                    "end": 2306.12,
                    "word": " a network",
                    "probability": 0.84765625
                },
                {
                    "start": 2306.12,
                    "end": 2306.4,
                    "word": " sharing",
                    "probability": 0.615234375
                },
                {
                    "start": 2306.4,
                    "end": 2306.78,
                    "word": " iteration",
                    "probability": 0.08258056640625
                },
                {
                    "start": 2306.78,
                    "end": 2306.9,
                    "word": ",",
                    "probability": 0.955078125
                },
                {
                    "start": 2306.9,
                    "end": 2307.04,
                    "word": " it's",
                    "probability": 0.94775390625
                },
                {
                    "start": 2307.04,
                    "end": 2307.14,
                    "word": " going",
                    "probability": 0.84912109375
                },
                {
                    "start": 2307.14,
                    "end": 2307.26,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 2307.26,
                    "end": 2307.44,
                    "word": " pick",
                    "probability": 0.79541015625
                },
                {
                    "start": 2307.44,
                    "end": 2307.74,
                    "word": " random",
                    "probability": 0.66064453125
                },
                {
                    "start": 2307.74,
                    "end": 2308.18,
                    "word": " hosts",
                    "probability": 0.60400390625
                },
                {
                    "start": 2308.18,
                    "end": 2308.62,
                    "word": ".",
                    "probability": 0.916015625
                }
            ]
        },
        {
            "id": 348,
            "seek": 229174,
            "start": 2308.72,
            "end": 2312.66,
            "text": " So, that randomness, once again, gives us that end-to-end testing.",
            "tokens": [
                50764,
                407,
                11,
                300,
                4974,
                1287,
                11,
                1564,
                797,
                11,
                2709,
                505,
                300,
                917,
                12,
                1353,
                12,
                521,
                4997,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2308.72,
                    "end": 2308.74,
                    "word": " So",
                    "probability": 0.7392578125
                },
                {
                    "start": 2308.74,
                    "end": 2308.82,
                    "word": ",",
                    "probability": 0.31298828125
                },
                {
                    "start": 2308.82,
                    "end": 2308.92,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 2308.92,
                    "end": 2309.64,
                    "word": " randomness",
                    "probability": 0.895263671875
                },
                {
                    "start": 2309.64,
                    "end": 2309.72,
                    "word": ",",
                    "probability": 0.4638671875
                },
                {
                    "start": 2309.72,
                    "end": 2309.86,
                    "word": " once",
                    "probability": 0.8203125
                },
                {
                    "start": 2309.86,
                    "end": 2310.14,
                    "word": " again",
                    "probability": 0.92138671875
                },
                {
                    "start": 2310.14,
                    "end": 2310.26,
                    "word": ",",
                    "probability": 0.9521484375
                },
                {
                    "start": 2310.26,
                    "end": 2310.52,
                    "word": " gives",
                    "probability": 0.80517578125
                },
                {
                    "start": 2310.52,
                    "end": 2310.66,
                    "word": " us",
                    "probability": 0.90087890625
                },
                {
                    "start": 2310.66,
                    "end": 2310.94,
                    "word": " that",
                    "probability": 0.87255859375
                },
                {
                    "start": 2310.94,
                    "end": 2311.24,
                    "word": " end",
                    "probability": 0.78564453125
                },
                {
                    "start": 2311.24,
                    "end": 2311.46,
                    "word": "-to",
                    "probability": 0.875244140625
                },
                {
                    "start": 2311.46,
                    "end": 2311.7,
                    "word": "-end",
                    "probability": 0.953857421875
                },
                {
                    "start": 2311.7,
                    "end": 2312.22,
                    "word": " testing",
                    "probability": 0.697265625
                },
                {
                    "start": 2312.22,
                    "end": 2312.66,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 349,
            "seek": 229174,
            "start": 2313.38,
            "end": 2314.36,
            "text": " Attack variations.",
            "tokens": [
                50964,
                22477,
                17840,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2313.38,
                    "end": 2313.7,
                    "word": " Attack",
                    "probability": 0.76123046875
                },
                {
                    "start": 2313.7,
                    "end": 2314.22,
                    "word": " variations",
                    "probability": 0.7724609375
                },
                {
                    "start": 2314.22,
                    "end": 2314.36,
                    "word": ".",
                    "probability": 0.497314453125
                }
            ]
        },
        {
            "id": 350,
            "seek": 229174,
            "start": 2314.36,
            "end": 2318.8,
            "text": " The last one, one really important for me is what Olaf was saying before.",
            "tokens": [
                51064,
                440,
                1036,
                472,
                11,
                472,
                534,
                1021,
                337,
                385,
                307,
                437,
                48961,
                390,
                1566,
                949,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2314.36,
                    "end": 2314.44,
                    "word": " The",
                    "probability": 0.8056640625
                },
                {
                    "start": 2314.44,
                    "end": 2314.66,
                    "word": " last",
                    "probability": 0.82958984375
                },
                {
                    "start": 2314.66,
                    "end": 2314.92,
                    "word": " one",
                    "probability": 0.822265625
                },
                {
                    "start": 2314.92,
                    "end": 2314.94,
                    "word": ",",
                    "probability": 0.58642578125
                },
                {
                    "start": 2314.94,
                    "end": 2315.3,
                    "word": " one",
                    "probability": 0.74267578125
                },
                {
                    "start": 2315.3,
                    "end": 2315.5,
                    "word": " really",
                    "probability": 0.7392578125
                },
                {
                    "start": 2315.5,
                    "end": 2315.76,
                    "word": " important",
                    "probability": 0.783203125
                },
                {
                    "start": 2315.76,
                    "end": 2315.98,
                    "word": " for",
                    "probability": 0.8681640625
                },
                {
                    "start": 2315.98,
                    "end": 2316.18,
                    "word": " me",
                    "probability": 0.89892578125
                },
                {
                    "start": 2316.18,
                    "end": 2316.5,
                    "word": " is",
                    "probability": 0.73095703125
                },
                {
                    "start": 2316.5,
                    "end": 2317.5,
                    "word": " what",
                    "probability": 0.6640625
                },
                {
                    "start": 2317.5,
                    "end": 2317.78,
                    "word": " Olaf",
                    "probability": 0.197021484375
                },
                {
                    "start": 2317.78,
                    "end": 2318.0,
                    "word": " was",
                    "probability": 0.88671875
                },
                {
                    "start": 2318.0,
                    "end": 2318.2,
                    "word": " saying",
                    "probability": 0.8115234375
                },
                {
                    "start": 2318.2,
                    "end": 2318.68,
                    "word": " before",
                    "probability": 0.79345703125
                },
                {
                    "start": 2318.68,
                    "end": 2318.8,
                    "word": ".",
                    "probability": 0.705078125
                }
            ]
        },
        {
            "id": 351,
            "seek": 229174,
            "start": 2318.8,
            "end": 2324.36,
            "text": " How do you know if your detection is resilient to a different way of executing the same attack technique?",
            "tokens": [
                51264,
                1012,
                360,
                291,
                458,
                498,
                428,
                17784,
                307,
                23699,
                281,
                257,
                819,
                636,
                295,
                32368,
                264,
                912,
                2690,
                6532,
                30,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2318.8,
                    "end": 2318.92,
                    "word": " How",
                    "probability": 0.87353515625
                },
                {
                    "start": 2318.92,
                    "end": 2319.04,
                    "word": " do",
                    "probability": 0.9052734375
                },
                {
                    "start": 2319.04,
                    "end": 2319.12,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 2319.12,
                    "end": 2319.26,
                    "word": " know",
                    "probability": 0.810546875
                },
                {
                    "start": 2319.26,
                    "end": 2319.36,
                    "word": " if",
                    "probability": 0.90185546875
                },
                {
                    "start": 2319.36,
                    "end": 2319.44,
                    "word": " your",
                    "probability": 0.7978515625
                },
                {
                    "start": 2319.44,
                    "end": 2319.74,
                    "word": " detection",
                    "probability": 0.76611328125
                },
                {
                    "start": 2319.74,
                    "end": 2319.96,
                    "word": " is",
                    "probability": 0.896484375
                },
                {
                    "start": 2319.96,
                    "end": 2320.42,
                    "word": " resilient",
                    "probability": 0.83056640625
                },
                {
                    "start": 2320.42,
                    "end": 2321.02,
                    "word": " to",
                    "probability": 0.876953125
                },
                {
                    "start": 2321.32,
                    "end": 2321.56,
                    "word": " a different",
                    "probability": 0.7041015625
                },
                {
                    "start": 2321.56,
                    "end": 2321.8,
                    "word": " way",
                    "probability": 0.9052734375
                },
                {
                    "start": 2321.8,
                    "end": 2321.94,
                    "word": " of",
                    "probability": 0.8974609375
                },
                {
                    "start": 2321.94,
                    "end": 2322.32,
                    "word": " executing",
                    "probability": 0.69775390625
                },
                {
                    "start": 2322.32,
                    "end": 2322.52,
                    "word": " the",
                    "probability": 0.79833984375
                },
                {
                    "start": 2322.52,
                    "end": 2322.74,
                    "word": " same",
                    "probability": 0.82568359375
                },
                {
                    "start": 2322.74,
                    "end": 2323.44,
                    "word": " attack",
                    "probability": 0.78173828125
                },
                {
                    "start": 2323.44,
                    "end": 2323.92,
                    "word": " technique",
                    "probability": 0.90185546875
                },
                {
                    "start": 2323.92,
                    "end": 2324.36,
                    "word": "?",
                    "probability": 0.97509765625
                }
            ]
        },
        {
            "id": 352,
            "seek": 229174,
            "start": 2325.42,
            "end": 2330.18,
            "text": " Well, I've tried to execute the same technique in a couple of ways, at least.",
            "tokens": [
                51564,
                1042,
                11,
                286,
                600,
                3031,
                281,
                14483,
                264,
                912,
                6532,
                294,
                257,
                1916,
                295,
                2098,
                11,
                412,
                1935,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21414728682170542,
            "compression_ratio": 1.7030716723549488,
            "no_speech_prob": 0.162353515625,
            "words": [
                {
                    "start": 2325.42,
                    "end": 2325.86,
                    "word": " Well",
                    "probability": 0.71728515625
                },
                {
                    "start": 2325.86,
                    "end": 2325.88,
                    "word": ",",
                    "probability": 0.99169921875
                },
                {
                    "start": 2325.88,
                    "end": 2326.08,
                    "word": " I've",
                    "probability": 0.970947265625
                },
                {
                    "start": 2326.08,
                    "end": 2326.3,
                    "word": " tried",
                    "probability": 0.7392578125
                },
                {
                    "start": 2326.3,
                    "end": 2326.5,
                    "word": " to",
                    "probability": 0.9091796875
                },
                {
                    "start": 2326.5,
                    "end": 2326.82,
                    "word": " execute",
                    "probability": 0.857421875
                },
                {
                    "start": 2326.82,
                    "end": 2327.08,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 2327.08,
                    "end": 2327.26,
                    "word": " same",
                    "probability": 0.81787109375
                },
                {
                    "start": 2327.26,
                    "end": 2327.7,
                    "word": " technique",
                    "probability": 0.9169921875
                },
                {
                    "start": 2327.7,
                    "end": 2328.3,
                    "word": " in",
                    "probability": 0.8681640625
                },
                {
                    "start": 2328.76,
                    "end": 2328.94,
                    "word": " a couple",
                    "probability": 0.779296875
                },
                {
                    "start": 2328.94,
                    "end": 2329.14,
                    "word": " of",
                    "probability": 0.80810546875
                },
                {
                    "start": 2329.14,
                    "end": 2329.36,
                    "word": " ways",
                    "probability": 0.794921875
                },
                {
                    "start": 2329.36,
                    "end": 2329.42,
                    "word": ",",
                    "probability": 0.599609375
                },
                {
                    "start": 2329.42,
                    "end": 2329.58,
                    "word": " at",
                    "probability": 0.90625
                },
                {
                    "start": 2329.58,
                    "end": 2329.88,
                    "word": " least",
                    "probability": 0.845703125
                },
                {
                    "start": 2329.88,
                    "end": 2330.18,
                    "word": ".",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 353,
            "seek": 231650,
            "start": 2330.18,
            "end": 2339.1,
            "text": " For example, a simple example is running PowerShell, calling PowerShell.exe, or running it from .NET using System Automation Management, DLL.",
            "tokens": [
                50364,
                1171,
                1365,
                11,
                257,
                2199,
                1365,
                307,
                2614,
                7086,
                9526,
                285,
                11,
                5141,
                7086,
                9526,
                285,
                13,
                3121,
                68,
                11,
                420,
                2614,
                309,
                490,
                2411,
                35554,
                1228,
                8910,
                24619,
                399,
                14781,
                11,
                413,
                24010,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20503472122881147,
            "compression_ratio": 1.5837320574162679,
            "no_speech_prob": 0.00400543212890625,
            "words": [
                {
                    "start": 2330.18,
                    "end": 2330.32,
                    "word": " For",
                    "probability": 0.69140625
                },
                {
                    "start": 2330.32,
                    "end": 2330.68,
                    "word": " example",
                    "probability": 0.93798828125
                },
                {
                    "start": 2330.68,
                    "end": 2330.8,
                    "word": ",",
                    "probability": 0.9501953125
                },
                {
                    "start": 2330.88,
                    "end": 2331.1,
                    "word": " a simple",
                    "probability": 0.90380859375
                },
                {
                    "start": 2331.1,
                    "end": 2331.46,
                    "word": " example",
                    "probability": 0.93359375
                },
                {
                    "start": 2331.46,
                    "end": 2331.78,
                    "word": " is",
                    "probability": 0.88720703125
                },
                {
                    "start": 2331.78,
                    "end": 2332.0,
                    "word": " running",
                    "probability": 0.8505859375
                },
                {
                    "start": 2332.0,
                    "end": 2332.7,
                    "word": " PowerShell",
                    "probability": 0.86962890625
                },
                {
                    "start": 2332.7,
                    "end": 2332.82,
                    "word": ",",
                    "probability": 0.79541015625
                },
                {
                    "start": 2332.82,
                    "end": 2333.02,
                    "word": " calling",
                    "probability": 0.62060546875
                },
                {
                    "start": 2333.02,
                    "end": 2333.5,
                    "word": " PowerShell",
                    "probability": 0.798828125
                },
                {
                    "start": 2333.5,
                    "end": 2334.1,
                    "word": ".exe",
                    "probability": 0.87841796875
                },
                {
                    "start": 2334.1,
                    "end": 2334.2,
                    "word": ",",
                    "probability": 0.397705078125
                },
                {
                    "start": 2334.2,
                    "end": 2334.66,
                    "word": " or",
                    "probability": 0.8994140625
                },
                {
                    "start": 2334.66,
                    "end": 2335.06,
                    "word": " running",
                    "probability": 0.8671875
                },
                {
                    "start": 2335.06,
                    "end": 2335.2,
                    "word": " it",
                    "probability": 0.87255859375
                },
                {
                    "start": 2335.2,
                    "end": 2335.32,
                    "word": " from",
                    "probability": 0.80126953125
                },
                {
                    "start": 2335.32,
                    "end": 2335.72,
                    "word": " .NET",
                    "probability": 0.740234375
                },
                {
                    "start": 2335.72,
                    "end": 2336.04,
                    "word": " using",
                    "probability": 0.70166015625
                },
                {
                    "start": 2336.04,
                    "end": 2336.4,
                    "word": " System",
                    "probability": 0.334228515625
                },
                {
                    "start": 2336.4,
                    "end": 2337.08,
                    "word": " Automation",
                    "probability": 0.931396484375
                },
                {
                    "start": 2337.08,
                    "end": 2338.3,
                    "word": " Management",
                    "probability": 0.73046875
                },
                {
                    "start": 2338.3,
                    "end": 2338.5,
                    "word": ",",
                    "probability": 0.81103515625
                },
                {
                    "start": 2338.5,
                    "end": 2338.82,
                    "word": " DLL",
                    "probability": 0.97705078125
                },
                {
                    "start": 2338.82,
                    "end": 2339.1,
                    "word": ".",
                    "probability": 0.9775390625
                }
            ]
        },
        {
            "id": 354,
            "seek": 231650,
            "start": 2339.1,
            "end": 2344.18,
            "text": " So, one simple example, PurpleSharp can execute both for that technique.",
            "tokens": [
                50814,
                407,
                11,
                472,
                2199,
                1365,
                11,
                28483,
                50,
                5854,
                79,
                393,
                14483,
                1293,
                337,
                300,
                6532,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20503472122881147,
            "compression_ratio": 1.5837320574162679,
            "no_speech_prob": 0.00400543212890625,
            "words": [
                {
                    "start": 2339.1,
                    "end": 2339.2,
                    "word": " So",
                    "probability": 0.8232421875
                },
                {
                    "start": 2339.2,
                    "end": 2339.48,
                    "word": ",",
                    "probability": 0.408203125
                },
                {
                    "start": 2339.48,
                    "end": 2339.64,
                    "word": " one",
                    "probability": 0.8193359375
                },
                {
                    "start": 2339.64,
                    "end": 2339.8,
                    "word": " simple",
                    "probability": 0.90380859375
                },
                {
                    "start": 2339.8,
                    "end": 2340.26,
                    "word": " example",
                    "probability": 0.93701171875
                },
                {
                    "start": 2340.26,
                    "end": 2340.78,
                    "word": ",",
                    "probability": 0.73291015625
                },
                {
                    "start": 2340.78,
                    "end": 2341.0,
                    "word": " PurpleSharp",
                    "probability": 0.76953125
                },
                {
                    "start": 2341.0,
                    "end": 2341.2,
                    "word": " can",
                    "probability": 0.89208984375
                },
                {
                    "start": 2341.2,
                    "end": 2341.54,
                    "word": " execute",
                    "probability": 0.8603515625
                },
                {
                    "start": 2341.54,
                    "end": 2342.06,
                    "word": " both",
                    "probability": 0.81396484375
                },
                {
                    "start": 2342.06,
                    "end": 2342.58,
                    "word": " for",
                    "probability": 0.85107421875
                },
                {
                    "start": 2342.58,
                    "end": 2343.14,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 2343.14,
                    "end": 2343.52,
                    "word": " technique",
                    "probability": 0.8564453125
                },
                {
                    "start": 2343.52,
                    "end": 2344.18,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 355,
            "seek": 231650,
            "start": 2345.7,
            "end": 2348.62,
            "text": " Real quick, the architecture.",
            "tokens": [
                51164,
                8467,
                1702,
                11,
                264,
                9482,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20503472122881147,
            "compression_ratio": 1.5837320574162679,
            "no_speech_prob": 0.00400543212890625,
            "words": [
                {
                    "start": 2345.7,
                    "end": 2346.36,
                    "word": " Real",
                    "probability": 0.84228515625
                },
                {
                    "start": 2346.36,
                    "end": 2346.68,
                    "word": " quick",
                    "probability": 0.92138671875
                },
                {
                    "start": 2346.68,
                    "end": 2347.12,
                    "word": ",",
                    "probability": 0.9453125
                },
                {
                    "start": 2347.12,
                    "end": 2347.34,
                    "word": " the",
                    "probability": 0.81201171875
                },
                {
                    "start": 2347.34,
                    "end": 2347.96,
                    "word": " architecture",
                    "probability": 0.85009765625
                },
                {
                    "start": 2347.96,
                    "end": 2348.62,
                    "word": ".",
                    "probability": 0.51220703125
                }
            ]
        },
        {
            "id": 356,
            "seek": 231650,
            "start": 2349.66,
            "end": 2352.06,
            "text": " PurpleSharp consists of three modules.",
            "tokens": [
                51314,
                28483,
                50,
                5854,
                79,
                14689,
                295,
                1045,
                16679,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20503472122881147,
            "compression_ratio": 1.5837320574162679,
            "no_speech_prob": 0.00400543212890625,
            "words": [
                {
                    "start": 2349.66,
                    "end": 2350.22,
                    "word": " PurpleSharp",
                    "probability": 0.9013671875
                },
                {
                    "start": 2350.22,
                    "end": 2350.58,
                    "word": " consists",
                    "probability": 0.78955078125
                },
                {
                    "start": 2350.58,
                    "end": 2350.8,
                    "word": " of",
                    "probability": 0.2275390625
                },
                {
                    "start": 2350.8,
                    "end": 2351.24,
                    "word": " three",
                    "probability": 0.83203125
                },
                {
                    "start": 2351.24,
                    "end": 2351.84,
                    "word": " modules",
                    "probability": 0.775390625
                },
                {
                    "start": 2351.84,
                    "end": 2352.06,
                    "word": ".",
                    "probability": 0.245361328125
                }
            ]
        },
        {
            "id": 357,
            "seek": 231650,
            "start": 2352.06,
            "end": 2354.94,
            "text": " The orchestrator, the scout, and the simulator.",
            "tokens": [
                51464,
                440,
                14161,
                19802,
                11,
                264,
                34392,
                11,
                293,
                264,
                32974,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20503472122881147,
            "compression_ratio": 1.5837320574162679,
            "no_speech_prob": 0.00400543212890625,
            "words": [
                {
                    "start": 2352.06,
                    "end": 2352.22,
                    "word": " The",
                    "probability": 0.8125
                },
                {
                    "start": 2352.22,
                    "end": 2352.82,
                    "word": " orchestrator",
                    "probability": 0.81689453125
                },
                {
                    "start": 2352.82,
                    "end": 2353.02,
                    "word": ",",
                    "probability": 0.99755859375
                },
                {
                    "start": 2353.02,
                    "end": 2353.18,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 2353.18,
                    "end": 2353.56,
                    "word": " scout",
                    "probability": 0.76025390625
                },
                {
                    "start": 2353.56,
                    "end": 2353.68,
                    "word": ",",
                    "probability": 0.7392578125
                },
                {
                    "start": 2353.68,
                    "end": 2353.8,
                    "word": " and",
                    "probability": 0.8955078125
                },
                {
                    "start": 2353.8,
                    "end": 2353.96,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 2353.96,
                    "end": 2354.36,
                    "word": " simulator",
                    "probability": 0.86083984375
                },
                {
                    "start": 2354.36,
                    "end": 2354.94,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 358,
            "seek": 234536,
            "start": 2354.94,
            "end": 2358.2,
            "text": " The orchestrator will run on the operator endpoint.",
            "tokens": [
                50364,
                440,
                14161,
                19802,
                486,
                1190,
                322,
                264,
                12973,
                35795,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2354.94,
                    "end": 2355.1,
                    "word": " The",
                    "probability": 0.63330078125
                },
                {
                    "start": 2355.1,
                    "end": 2355.54,
                    "word": " orchestrator",
                    "probability": 0.8603515625
                },
                {
                    "start": 2355.54,
                    "end": 2355.76,
                    "word": " will",
                    "probability": 0.82177734375
                },
                {
                    "start": 2355.76,
                    "end": 2356.06,
                    "word": " run",
                    "probability": 0.89404296875
                },
                {
                    "start": 2356.06,
                    "end": 2356.34,
                    "word": " on",
                    "probability": 0.90625
                },
                {
                    "start": 2356.34,
                    "end": 2356.5,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 2356.5,
                    "end": 2357.04,
                    "word": " operator",
                    "probability": 0.82421875
                },
                {
                    "start": 2357.04,
                    "end": 2357.58,
                    "word": " endpoint",
                    "probability": 0.60595703125
                },
                {
                    "start": 2357.58,
                    "end": 2358.2,
                    "word": ".",
                    "probability": 0.3212890625
                }
            ]
        },
        {
            "id": 359,
            "seek": 234536,
            "start": 2358.64,
            "end": 2366.16,
            "text": " And the role of the orchestrator is to interact with the simulation target to deploy the simulation.",
            "tokens": [
                50514,
                400,
                264,
                3090,
                295,
                264,
                14161,
                19802,
                307,
                281,
                4648,
                365,
                264,
                16575,
                3779,
                281,
                7274,
                264,
                16575,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2358.64,
                    "end": 2358.8,
                    "word": " And",
                    "probability": 0.74072265625
                },
                {
                    "start": 2358.8,
                    "end": 2359.5,
                    "word": " the",
                    "probability": 0.73974609375
                },
                {
                    "start": 2359.5,
                    "end": 2360.12,
                    "word": " role",
                    "probability": 0.7783203125
                },
                {
                    "start": 2360.12,
                    "end": 2360.26,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 2360.26,
                    "end": 2360.36,
                    "word": " the",
                    "probability": 0.8203125
                },
                {
                    "start": 2360.36,
                    "end": 2360.86,
                    "word": " orchestrator",
                    "probability": 0.9150390625
                },
                {
                    "start": 2360.86,
                    "end": 2361.18,
                    "word": " is",
                    "probability": 0.90185546875
                },
                {
                    "start": 2361.18,
                    "end": 2361.4,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2361.4,
                    "end": 2361.9,
                    "word": " interact",
                    "probability": 0.6650390625
                },
                {
                    "start": 2361.9,
                    "end": 2362.24,
                    "word": " with",
                    "probability": 0.81201171875
                },
                {
                    "start": 2362.24,
                    "end": 2362.38,
                    "word": " the",
                    "probability": 0.7578125
                },
                {
                    "start": 2362.38,
                    "end": 2362.8,
                    "word": " simulation",
                    "probability": 0.93994140625
                },
                {
                    "start": 2362.8,
                    "end": 2363.4,
                    "word": " target",
                    "probability": 0.8291015625
                },
                {
                    "start": 2363.4,
                    "end": 2364.56,
                    "word": " to",
                    "probability": 0.6630859375
                },
                {
                    "start": 2364.56,
                    "end": 2364.94,
                    "word": " deploy",
                    "probability": 0.732421875
                },
                {
                    "start": 2364.94,
                    "end": 2365.12,
                    "word": " the",
                    "probability": 0.76318359375
                },
                {
                    "start": 2365.12,
                    "end": 2365.54,
                    "word": " simulation",
                    "probability": 0.94580078125
                },
                {
                    "start": 2365.54,
                    "end": 2366.16,
                    "word": ".",
                    "probability": 0.9873046875
                }
            ]
        },
        {
            "id": 360,
            "seek": 234536,
            "start": 2366.28,
            "end": 2369.14,
            "text": " The scout will run on the simulation target.",
            "tokens": [
                50914,
                440,
                34392,
                486,
                1190,
                322,
                264,
                16575,
                3779,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2366.28,
                    "end": 2366.44,
                    "word": " The",
                    "probability": 0.833984375
                },
                {
                    "start": 2366.44,
                    "end": 2366.72,
                    "word": " scout",
                    "probability": 0.62744140625
                },
                {
                    "start": 2366.72,
                    "end": 2367.06,
                    "word": " will",
                    "probability": 0.8212890625
                },
                {
                    "start": 2367.06,
                    "end": 2367.44,
                    "word": " run",
                    "probability": 0.90234375
                },
                {
                    "start": 2367.44,
                    "end": 2367.96,
                    "word": " on",
                    "probability": 0.90283203125
                },
                {
                    "start": 2367.96,
                    "end": 2368.1,
                    "word": " the",
                    "probability": 0.78173828125
                },
                {
                    "start": 2368.1,
                    "end": 2368.46,
                    "word": " simulation",
                    "probability": 0.9375
                },
                {
                    "start": 2368.46,
                    "end": 2368.88,
                    "word": " target",
                    "probability": 0.84912109375
                },
                {
                    "start": 2368.88,
                    "end": 2369.14,
                    "word": ".",
                    "probability": 0.5283203125
                }
            ]
        },
        {
            "id": 361,
            "seek": 234536,
            "start": 2369.14,
            "end": 2373.34,
            "text": " And the role of the scout is just to obtain information about that host.",
            "tokens": [
                51064,
                400,
                264,
                3090,
                295,
                264,
                34392,
                307,
                445,
                281,
                12701,
                1589,
                466,
                300,
                3975,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2369.14,
                    "end": 2369.24,
                    "word": " And",
                    "probability": 0.89794921875
                },
                {
                    "start": 2369.24,
                    "end": 2369.42,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 2369.42,
                    "end": 2369.64,
                    "word": " role",
                    "probability": 0.78955078125
                },
                {
                    "start": 2369.64,
                    "end": 2369.78,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 2369.78,
                    "end": 2369.92,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 2369.92,
                    "end": 2370.18,
                    "word": " scout",
                    "probability": 0.7890625
                },
                {
                    "start": 2370.18,
                    "end": 2370.58,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 2370.58,
                    "end": 2370.88,
                    "word": " just",
                    "probability": 0.75
                },
                {
                    "start": 2370.88,
                    "end": 2371.14,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2371.14,
                    "end": 2371.54,
                    "word": " obtain",
                    "probability": 0.826171875
                },
                {
                    "start": 2371.54,
                    "end": 2372.02,
                    "word": " information",
                    "probability": 0.7333984375
                },
                {
                    "start": 2372.02,
                    "end": 2372.36,
                    "word": " about",
                    "probability": 0.81298828125
                },
                {
                    "start": 2372.36,
                    "end": 2372.58,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 2372.58,
                    "end": 2372.98,
                    "word": " host",
                    "probability": 0.85791015625
                },
                {
                    "start": 2372.98,
                    "end": 2373.34,
                    "word": ".",
                    "probability": 0.67138671875
                }
            ]
        },
        {
            "id": 362,
            "seek": 234536,
            "start": 2373.34,
            "end": 2376.34,
            "text": " For example, who's the user that's logged in?",
            "tokens": [
                51264,
                1171,
                1365,
                11,
                567,
                311,
                264,
                4195,
                300,
                311,
                27231,
                294,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2373.34,
                    "end": 2373.48,
                    "word": " For",
                    "probability": 0.89990234375
                },
                {
                    "start": 2373.48,
                    "end": 2373.76,
                    "word": " example",
                    "probability": 0.92724609375
                },
                {
                    "start": 2373.76,
                    "end": 2373.96,
                    "word": ",",
                    "probability": 0.98974609375
                },
                {
                    "start": 2373.96,
                    "end": 2374.56,
                    "word": " who's",
                    "probability": 0.761962890625
                },
                {
                    "start": 2374.56,
                    "end": 2374.68,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 2374.68,
                    "end": 2374.92,
                    "word": " user",
                    "probability": 0.8330078125
                },
                {
                    "start": 2374.92,
                    "end": 2375.22,
                    "word": " that's",
                    "probability": 0.939453125
                },
                {
                    "start": 2375.22,
                    "end": 2375.4,
                    "word": " logged",
                    "probability": 0.74169921875
                },
                {
                    "start": 2375.4,
                    "end": 2375.72,
                    "word": " in",
                    "probability": 0.9033203125
                },
                {
                    "start": 2375.72,
                    "end": 2376.34,
                    "word": "?",
                    "probability": 0.6962890625
                }
            ]
        },
        {
            "id": 363,
            "seek": 234536,
            "start": 2376.34,
            "end": 2379.1,
            "text": " What's the process ID of Explorer.exe?",
            "tokens": [
                51414,
                708,
                311,
                264,
                1399,
                7348,
                295,
                31895,
                13,
                3121,
                68,
                30,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2376.34,
                    "end": 2376.84,
                    "word": " What's",
                    "probability": 0.764404296875
                },
                {
                    "start": 2376.84,
                    "end": 2377.0,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 2377.0,
                    "end": 2377.34,
                    "word": " process",
                    "probability": 0.85205078125
                },
                {
                    "start": 2377.34,
                    "end": 2377.6,
                    "word": " ID",
                    "probability": 0.8603515625
                },
                {
                    "start": 2377.6,
                    "end": 2377.84,
                    "word": " of",
                    "probability": 0.89697265625
                },
                {
                    "start": 2377.84,
                    "end": 2378.38,
                    "word": " Explorer",
                    "probability": 0.25
                },
                {
                    "start": 2378.38,
                    "end": 2379.02,
                    "word": ".exe",
                    "probability": 0.8779296875
                },
                {
                    "start": 2379.02,
                    "end": 2379.1,
                    "word": "?",
                    "probability": 0.484130859375
                }
            ]
        },
        {
            "id": 364,
            "seek": 234536,
            "start": 2379.1,
            "end": 2383.8,
            "text": " So, we can use the parent process spoofing technique.",
            "tokens": [
                51564,
                407,
                11,
                321,
                393,
                764,
                264,
                2596,
                1399,
                637,
                29496,
                278,
                6532,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1940476213182722,
            "compression_ratio": 1.8423423423423424,
            "no_speech_prob": 0.071533203125,
            "words": [
                {
                    "start": 2379.1,
                    "end": 2379.26,
                    "word": " So",
                    "probability": 0.896484375
                },
                {
                    "start": 2379.26,
                    "end": 2379.34,
                    "word": ",",
                    "probability": 0.065185546875
                },
                {
                    "start": 2379.34,
                    "end": 2379.4,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 2379.4,
                    "end": 2379.6,
                    "word": " can",
                    "probability": 0.896484375
                },
                {
                    "start": 2379.6,
                    "end": 2379.94,
                    "word": " use",
                    "probability": 0.81494140625
                },
                {
                    "start": 2379.94,
                    "end": 2380.18,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 2380.18,
                    "end": 2380.5,
                    "word": " parent",
                    "probability": 0.45361328125
                },
                {
                    "start": 2380.5,
                    "end": 2380.96,
                    "word": " process",
                    "probability": 0.83447265625
                },
                {
                    "start": 2380.96,
                    "end": 2382.76,
                    "word": " spoofing",
                    "probability": 0.95849609375
                },
                {
                    "start": 2382.76,
                    "end": 2383.24,
                    "word": " technique",
                    "probability": 0.890625
                },
                {
                    "start": 2383.24,
                    "end": 2383.8,
                    "word": ".",
                    "probability": 0.81640625
                }
            ]
        },
        {
            "id": 365,
            "seek": 237490,
            "start": 2383.8,
            "end": 2386.42,
            "text": " Parent process ID spoofing technique.",
            "tokens": [
                50364,
                44717,
                1399,
                7348,
                637,
                29496,
                278,
                6532,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2383.8,
                    "end": 2384.36,
                    "word": " Parent",
                    "probability": 0.01024627685546875
                },
                {
                    "start": 2384.36,
                    "end": 2384.68,
                    "word": " process",
                    "probability": 0.75
                },
                {
                    "start": 2384.68,
                    "end": 2385.06,
                    "word": " ID",
                    "probability": 0.44775390625
                },
                {
                    "start": 2385.06,
                    "end": 2385.52,
                    "word": " spoofing",
                    "probability": 0.93896484375
                },
                {
                    "start": 2385.52,
                    "end": 2385.88,
                    "word": " technique",
                    "probability": 0.8974609375
                },
                {
                    "start": 2385.88,
                    "end": 2386.42,
                    "word": ".",
                    "probability": 0.1246337890625
                }
            ]
        },
        {
            "id": 366,
            "seek": 237490,
            "start": 2386.46,
            "end": 2389.14,
            "text": " And the simulator, it just runs the simulation.",
            "tokens": [
                50464,
                400,
                264,
                32974,
                11,
                309,
                445,
                6676,
                264,
                16575,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2386.46,
                    "end": 2386.56,
                    "word": " And",
                    "probability": 0.69580078125
                },
                {
                    "start": 2386.56,
                    "end": 2386.68,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 2386.68,
                    "end": 2387.08,
                    "word": " simulator",
                    "probability": 0.85205078125
                },
                {
                    "start": 2387.08,
                    "end": 2387.5,
                    "word": ",",
                    "probability": 0.464111328125
                },
                {
                    "start": 2387.5,
                    "end": 2387.64,
                    "word": " it",
                    "probability": 0.8798828125
                },
                {
                    "start": 2387.64,
                    "end": 2388.06,
                    "word": " just",
                    "probability": 0.56494140625
                },
                {
                    "start": 2388.06,
                    "end": 2388.32,
                    "word": " runs",
                    "probability": 0.8173828125
                },
                {
                    "start": 2388.32,
                    "end": 2388.48,
                    "word": " the",
                    "probability": 0.6796875
                },
                {
                    "start": 2388.48,
                    "end": 2388.92,
                    "word": " simulation",
                    "probability": 0.94921875
                },
                {
                    "start": 2388.92,
                    "end": 2389.14,
                    "word": ".",
                    "probability": 0.947265625
                }
            ]
        },
        {
            "id": 367,
            "seek": 237490,
            "start": 2389.14,
            "end": 2395.88,
            "text": " So, these three modules actually communicate with each other using name pipes so that they can orchestrate the simulation.",
            "tokens": [
                50614,
                407,
                11,
                613,
                1045,
                16679,
                767,
                7890,
                365,
                1184,
                661,
                1228,
                1315,
                21882,
                370,
                300,
                436,
                393,
                14161,
                4404,
                264,
                16575,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2389.14,
                    "end": 2389.24,
                    "word": " So",
                    "probability": 0.8994140625
                },
                {
                    "start": 2389.24,
                    "end": 2389.36,
                    "word": ",",
                    "probability": 0.1480712890625
                },
                {
                    "start": 2389.36,
                    "end": 2389.44,
                    "word": " these",
                    "probability": 0.7021484375
                },
                {
                    "start": 2389.44,
                    "end": 2389.66,
                    "word": " three",
                    "probability": 0.673828125
                },
                {
                    "start": 2389.66,
                    "end": 2390.08,
                    "word": " modules",
                    "probability": 0.74365234375
                },
                {
                    "start": 2390.08,
                    "end": 2390.44,
                    "word": " actually",
                    "probability": 0.76904296875
                },
                {
                    "start": 2390.44,
                    "end": 2391.0,
                    "word": " communicate",
                    "probability": 0.7353515625
                },
                {
                    "start": 2391.0,
                    "end": 2391.32,
                    "word": " with",
                    "probability": 0.81005859375
                },
                {
                    "start": 2391.32,
                    "end": 2391.52,
                    "word": " each",
                    "probability": 0.86083984375
                },
                {
                    "start": 2391.52,
                    "end": 2391.86,
                    "word": " other",
                    "probability": 0.78125
                },
                {
                    "start": 2391.86,
                    "end": 2392.64,
                    "word": " using",
                    "probability": 0.69921875
                },
                {
                    "start": 2392.64,
                    "end": 2392.98,
                    "word": " name",
                    "probability": 0.372802734375
                },
                {
                    "start": 2392.98,
                    "end": 2393.36,
                    "word": " pipes",
                    "probability": 0.65087890625
                },
                {
                    "start": 2393.36,
                    "end": 2393.8,
                    "word": " so",
                    "probability": 0.60546875
                },
                {
                    "start": 2393.8,
                    "end": 2393.92,
                    "word": " that",
                    "probability": 0.86376953125
                },
                {
                    "start": 2393.92,
                    "end": 2394.04,
                    "word": " they",
                    "probability": 0.7392578125
                },
                {
                    "start": 2394.04,
                    "end": 2394.2,
                    "word": " can",
                    "probability": 0.8876953125
                },
                {
                    "start": 2394.2,
                    "end": 2394.78,
                    "word": " orchestrate",
                    "probability": 0.884033203125
                },
                {
                    "start": 2394.78,
                    "end": 2394.94,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 2394.94,
                    "end": 2395.48,
                    "word": " simulation",
                    "probability": 0.94677734375
                },
                {
                    "start": 2395.48,
                    "end": 2395.88,
                    "word": ".",
                    "probability": 0.99072265625
                }
            ]
        },
        {
            "id": 368,
            "seek": 237490,
            "start": 2395.88,
            "end": 2399.28,
            "text": " Again, if you want to learn more about this, go to the documentation.",
            "tokens": [
                50964,
                3764,
                11,
                498,
                291,
                528,
                281,
                1466,
                544,
                466,
                341,
                11,
                352,
                281,
                264,
                14333,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2395.88,
                    "end": 2396.2,
                    "word": " Again",
                    "probability": 0.90673828125
                },
                {
                    "start": 2396.2,
                    "end": 2396.3,
                    "word": ",",
                    "probability": 0.98095703125
                },
                {
                    "start": 2396.3,
                    "end": 2396.48,
                    "word": " if",
                    "probability": 0.89990234375
                },
                {
                    "start": 2396.48,
                    "end": 2396.6,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 2396.6,
                    "end": 2396.7,
                    "word": " want",
                    "probability": 0.427734375
                },
                {
                    "start": 2396.7,
                    "end": 2396.82,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 2396.82,
                    "end": 2396.98,
                    "word": " learn",
                    "probability": 0.91796875
                },
                {
                    "start": 2396.98,
                    "end": 2397.16,
                    "word": " more",
                    "probability": 0.875
                },
                {
                    "start": 2397.16,
                    "end": 2397.44,
                    "word": " about",
                    "probability": 0.8134765625
                },
                {
                    "start": 2397.44,
                    "end": 2397.76,
                    "word": " this",
                    "probability": 0.88623046875
                },
                {
                    "start": 2397.76,
                    "end": 2397.98,
                    "word": ",",
                    "probability": 0.8876953125
                },
                {
                    "start": 2397.98,
                    "end": 2398.06,
                    "word": " go",
                    "probability": 0.90576171875
                },
                {
                    "start": 2398.06,
                    "end": 2398.2,
                    "word": " to",
                    "probability": 0.85498046875
                },
                {
                    "start": 2398.2,
                    "end": 2398.32,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 2398.32,
                    "end": 2398.74,
                    "word": " documentation",
                    "probability": 0.7939453125
                },
                {
                    "start": 2398.74,
                    "end": 2399.28,
                    "word": ".",
                    "probability": 0.5673828125
                }
            ]
        },
        {
            "id": 369,
            "seek": 237490,
            "start": 2399.54,
            "end": 2403.02,
            "text": " But at a high level, this is how PurpleSharp works.",
            "tokens": [
                51114,
                583,
                412,
                257,
                1090,
                1496,
                11,
                341,
                307,
                577,
                28483,
                50,
                5854,
                79,
                1985,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2399.54,
                    "end": 2400.04,
                    "word": " But",
                    "probability": 0.8896484375
                },
                {
                    "start": 2400.04,
                    "end": 2400.34,
                    "word": " at",
                    "probability": 0.7529296875
                },
                {
                    "start": 2400.48,
                    "end": 2400.68,
                    "word": " a high",
                    "probability": 0.87109375
                },
                {
                    "start": 2400.68,
                    "end": 2401.02,
                    "word": " level",
                    "probability": 0.79541015625
                },
                {
                    "start": 2401.02,
                    "end": 2401.16,
                    "word": ",",
                    "probability": 0.94580078125
                },
                {
                    "start": 2401.16,
                    "end": 2401.38,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 2401.38,
                    "end": 2401.52,
                    "word": " is",
                    "probability": 0.90576171875
                },
                {
                    "start": 2401.52,
                    "end": 2401.72,
                    "word": " how",
                    "probability": 0.8994140625
                },
                {
                    "start": 2401.72,
                    "end": 2402.28,
                    "word": " PurpleSharp",
                    "probability": 0.71923828125
                },
                {
                    "start": 2402.28,
                    "end": 2402.66,
                    "word": " works",
                    "probability": 0.7236328125
                },
                {
                    "start": 2402.66,
                    "end": 2403.02,
                    "word": ".",
                    "probability": 0.97802734375
                }
            ]
        },
        {
            "id": 370,
            "seek": 237490,
            "start": 2403.02,
            "end": 2411.48,
            "text": " It's going to first upload... once you point it to a remote endpoint, it's going to upload the scout using SMB.",
            "tokens": [
                51314,
                467,
                311,
                516,
                281,
                700,
                6580,
                485,
                1564,
                291,
                935,
                309,
                281,
                257,
                8607,
                35795,
                11,
                309,
                311,
                516,
                281,
                6580,
                264,
                34392,
                1228,
                13115,
                33,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2403.02,
                    "end": 2403.18,
                    "word": " It's",
                    "probability": 0.90478515625
                },
                {
                    "start": 2403.18,
                    "end": 2403.28,
                    "word": " going",
                    "probability": 0.56884765625
                },
                {
                    "start": 2403.28,
                    "end": 2403.4,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 2403.4,
                    "end": 2403.82,
                    "word": " first",
                    "probability": 0.78466796875
                },
                {
                    "start": 2403.82,
                    "end": 2404.86,
                    "word": " upload...",
                    "probability": 0.42608642578125
                },
                {
                    "start": 2404.86,
                    "end": 2405.18,
                    "word": " once",
                    "probability": 0.18408203125
                },
                {
                    "start": 2405.18,
                    "end": 2405.3,
                    "word": " you",
                    "probability": 0.89794921875
                },
                {
                    "start": 2405.3,
                    "end": 2405.62,
                    "word": " point",
                    "probability": 0.77392578125
                },
                {
                    "start": 2405.62,
                    "end": 2405.9,
                    "word": " it",
                    "probability": 0.53173828125
                },
                {
                    "start": 2405.9,
                    "end": 2406.18,
                    "word": " to",
                    "probability": 0.88232421875
                },
                {
                    "start": 2406.42,
                    "end": 2406.66,
                    "word": " a remote",
                    "probability": 0.8642578125
                },
                {
                    "start": 2406.66,
                    "end": 2407.02,
                    "word": " endpoint",
                    "probability": 0.6064453125
                },
                {
                    "start": 2407.02,
                    "end": 2407.74,
                    "word": ",",
                    "probability": 0.88525390625
                },
                {
                    "start": 2407.74,
                    "end": 2407.96,
                    "word": " it's",
                    "probability": 0.932373046875
                },
                {
                    "start": 2407.96,
                    "end": 2408.06,
                    "word": " going",
                    "probability": 0.81005859375
                },
                {
                    "start": 2408.06,
                    "end": 2408.18,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 2408.18,
                    "end": 2408.72,
                    "word": " upload",
                    "probability": 0.75732421875
                },
                {
                    "start": 2408.72,
                    "end": 2409.6,
                    "word": " the",
                    "probability": 0.736328125
                },
                {
                    "start": 2409.6,
                    "end": 2409.9,
                    "word": " scout",
                    "probability": 0.60009765625
                },
                {
                    "start": 2409.9,
                    "end": 2410.62,
                    "word": " using",
                    "probability": 0.48876953125
                },
                {
                    "start": 2410.62,
                    "end": 2411.22,
                    "word": " SMB",
                    "probability": 0.889404296875
                },
                {
                    "start": 2411.22,
                    "end": 2411.48,
                    "word": ".",
                    "probability": 0.693359375
                }
            ]
        },
        {
            "id": 371,
            "seek": 237490,
            "start": 2411.48,
            "end": 2413.34,
            "text": " It's going to execute it using WMI.",
            "tokens": [
                51714,
                467,
                311,
                516,
                281,
                14483,
                309,
                1228,
                343,
                13808,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.193044348109153,
            "compression_ratio": 1.6771929824561405,
            "no_speech_prob": 0.006900787353515625,
            "words": [
                {
                    "start": 2411.48,
                    "end": 2411.62,
                    "word": " It's",
                    "probability": 0.94775390625
                },
                {
                    "start": 2411.62,
                    "end": 2411.7,
                    "word": " going",
                    "probability": 0.830078125
                },
                {
                    "start": 2411.7,
                    "end": 2411.8,
                    "word": " to",
                    "probability": 0.908203125
                },
                {
                    "start": 2411.8,
                    "end": 2412.18,
                    "word": " execute",
                    "probability": 0.88916015625
                },
                {
                    "start": 2412.18,
                    "end": 2412.38,
                    "word": " it",
                    "probability": 0.89599609375
                },
                {
                    "start": 2412.38,
                    "end": 2412.6,
                    "word": " using",
                    "probability": 0.84423828125
                },
                {
                    "start": 2412.6,
                    "end": 2413.16,
                    "word": " WMI",
                    "probability": 0.89892578125
                },
                {
                    "start": 2413.16,
                    "end": 2413.34,
                    "word": ".",
                    "probability": 0.6357421875
                }
            ]
        },
        {
            "id": 372,
            "seek": 240220,
            "start": 2413.34,
            "end": 2417.02,
            "text": " Then the scout service starts on the remote endpoint.",
            "tokens": [
                50364,
                1396,
                264,
                34392,
                2643,
                3719,
                322,
                264,
                8607,
                35795,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2413.34,
                    "end": 2413.9,
                    "word": " Then",
                    "probability": 0.408203125
                },
                {
                    "start": 2413.9,
                    "end": 2414.18,
                    "word": " the",
                    "probability": 0.78466796875
                },
                {
                    "start": 2414.18,
                    "end": 2414.42,
                    "word": " scout",
                    "probability": 0.27490234375
                },
                {
                    "start": 2414.42,
                    "end": 2414.88,
                    "word": " service",
                    "probability": 0.794921875
                },
                {
                    "start": 2414.88,
                    "end": 2415.36,
                    "word": " starts",
                    "probability": 0.77734375
                },
                {
                    "start": 2415.36,
                    "end": 2415.96,
                    "word": " on",
                    "probability": 0.89599609375
                },
                {
                    "start": 2415.96,
                    "end": 2416.14,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 2416.14,
                    "end": 2416.4,
                    "word": " remote",
                    "probability": 0.86376953125
                },
                {
                    "start": 2416.4,
                    "end": 2416.78,
                    "word": " endpoint",
                    "probability": 0.55224609375
                },
                {
                    "start": 2416.78,
                    "end": 2417.02,
                    "word": ".",
                    "probability": 0.053955078125
                }
            ]
        },
        {
            "id": 373,
            "seek": 240220,
            "start": 2417.02,
            "end": 2419.92,
            "text": " And there's some communication on name pipes.",
            "tokens": [
                50514,
                400,
                456,
                311,
                512,
                6101,
                322,
                1315,
                21882,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2417.02,
                    "end": 2417.16,
                    "word": " And",
                    "probability": 0.8515625
                },
                {
                    "start": 2417.16,
                    "end": 2417.4,
                    "word": " there's",
                    "probability": 0.877685546875
                },
                {
                    "start": 2417.4,
                    "end": 2417.58,
                    "word": " some",
                    "probability": 0.81591796875
                },
                {
                    "start": 2417.58,
                    "end": 2418.1,
                    "word": " communication",
                    "probability": 0.7265625
                },
                {
                    "start": 2418.1,
                    "end": 2418.58,
                    "word": " on",
                    "probability": 0.89306640625
                },
                {
                    "start": 2418.58,
                    "end": 2419.28,
                    "word": " name",
                    "probability": 0.22412109375
                },
                {
                    "start": 2419.28,
                    "end": 2419.64,
                    "word": " pipes",
                    "probability": 0.66357421875
                },
                {
                    "start": 2419.64,
                    "end": 2419.92,
                    "word": ".",
                    "probability": 0.56201171875
                }
            ]
        },
        {
            "id": 374,
            "seek": 240220,
            "start": 2419.92,
            "end": 2425.28,
            "text": " That's where the orchestrator instructs the scout to run a recon on this host.",
            "tokens": [
                50664,
                663,
                311,
                689,
                264,
                14161,
                19802,
                7232,
                82,
                264,
                34392,
                281,
                1190,
                257,
                9993,
                322,
                341,
                3975,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2419.92,
                    "end": 2420.32,
                    "word": " That's",
                    "probability": 0.90625
                },
                {
                    "start": 2420.32,
                    "end": 2420.48,
                    "word": " where",
                    "probability": 0.9091796875
                },
                {
                    "start": 2420.48,
                    "end": 2420.7,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 2420.7,
                    "end": 2421.62,
                    "word": " orchestrator",
                    "probability": 0.853515625
                },
                {
                    "start": 2421.62,
                    "end": 2422.48,
                    "word": " instructs",
                    "probability": 0.866943359375
                },
                {
                    "start": 2422.48,
                    "end": 2422.64,
                    "word": " the",
                    "probability": 0.78662109375
                },
                {
                    "start": 2422.64,
                    "end": 2422.86,
                    "word": " scout",
                    "probability": 0.740234375
                },
                {
                    "start": 2422.86,
                    "end": 2423.1,
                    "word": " to",
                    "probability": 0.88720703125
                },
                {
                    "start": 2423.1,
                    "end": 2423.46,
                    "word": " run",
                    "probability": 0.85400390625
                },
                {
                    "start": 2423.74,
                    "end": 2424.02,
                    "word": " a recon",
                    "probability": 0.6484375
                },
                {
                    "start": 2424.02,
                    "end": 2424.42,
                    "word": " on",
                    "probability": 0.90234375
                },
                {
                    "start": 2424.42,
                    "end": 2424.6,
                    "word": " this",
                    "probability": 0.86767578125
                },
                {
                    "start": 2424.6,
                    "end": 2424.92,
                    "word": " host",
                    "probability": 0.28076171875
                },
                {
                    "start": 2424.92,
                    "end": 2425.28,
                    "word": ".",
                    "probability": 0.78271484375
                }
            ]
        },
        {
            "id": 375,
            "seek": 240220,
            "start": 2425.28,
            "end": 2428.3,
            "text": " And that's where we find out who's the user that's logged in.",
            "tokens": [
                50914,
                400,
                300,
                311,
                689,
                321,
                915,
                484,
                567,
                311,
                264,
                4195,
                300,
                311,
                27231,
                294,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2425.28,
                    "end": 2425.56,
                    "word": " And",
                    "probability": 0.89794921875
                },
                {
                    "start": 2425.56,
                    "end": 2425.78,
                    "word": " that's",
                    "probability": 0.941650390625
                },
                {
                    "start": 2425.78,
                    "end": 2425.88,
                    "word": " where",
                    "probability": 0.90625
                },
                {
                    "start": 2425.88,
                    "end": 2426.04,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 2426.04,
                    "end": 2426.32,
                    "word": " find",
                    "probability": 0.81396484375
                },
                {
                    "start": 2426.32,
                    "end": 2426.62,
                    "word": " out",
                    "probability": 0.81787109375
                },
                {
                    "start": 2426.62,
                    "end": 2426.96,
                    "word": " who's",
                    "probability": 0.864501953125
                },
                {
                    "start": 2426.96,
                    "end": 2427.04,
                    "word": " the",
                    "probability": 0.79541015625
                },
                {
                    "start": 2427.04,
                    "end": 2427.24,
                    "word": " user",
                    "probability": 0.82861328125
                },
                {
                    "start": 2427.24,
                    "end": 2427.5,
                    "word": " that's",
                    "probability": 0.935546875
                },
                {
                    "start": 2427.5,
                    "end": 2427.68,
                    "word": " logged",
                    "probability": 0.7607421875
                },
                {
                    "start": 2427.68,
                    "end": 2428.02,
                    "word": " in",
                    "probability": 0.904296875
                },
                {
                    "start": 2428.02,
                    "end": 2428.3,
                    "word": ".",
                    "probability": 0.93310546875
                }
            ]
        },
        {
            "id": 376,
            "seek": 240220,
            "start": 2428.3,
            "end": 2438.68,
            "text": " Based on this information, the orchestrator will actually upload the simulator under the path of that user so that our simulation runs under the path of a real user and a real computer.",
            "tokens": [
                51064,
                18785,
                322,
                341,
                1589,
                11,
                264,
                14161,
                19802,
                486,
                767,
                6580,
                264,
                32974,
                833,
                264,
                3100,
                295,
                300,
                4195,
                370,
                300,
                527,
                16575,
                6676,
                833,
                264,
                3100,
                295,
                257,
                957,
                4195,
                293,
                257,
                957,
                3820,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2428.3,
                    "end": 2428.58,
                    "word": " Based",
                    "probability": 0.8759765625
                },
                {
                    "start": 2428.58,
                    "end": 2428.7,
                    "word": " on",
                    "probability": 0.904296875
                },
                {
                    "start": 2428.7,
                    "end": 2428.82,
                    "word": " this",
                    "probability": 0.84912109375
                },
                {
                    "start": 2428.82,
                    "end": 2429.3,
                    "word": " information",
                    "probability": 0.71435546875
                },
                {
                    "start": 2429.3,
                    "end": 2429.48,
                    "word": ",",
                    "probability": 0.859375
                },
                {
                    "start": 2429.48,
                    "end": 2429.58,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2429.58,
                    "end": 2430.06,
                    "word": " orchestrator",
                    "probability": 0.92724609375
                },
                {
                    "start": 2430.06,
                    "end": 2430.38,
                    "word": " will",
                    "probability": 0.8095703125
                },
                {
                    "start": 2430.38,
                    "end": 2430.72,
                    "word": " actually",
                    "probability": 0.76123046875
                },
                {
                    "start": 2430.72,
                    "end": 2431.36,
                    "word": " upload",
                    "probability": 0.828125
                },
                {
                    "start": 2431.36,
                    "end": 2431.64,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 2431.64,
                    "end": 2432.16,
                    "word": " simulator",
                    "probability": 0.90966796875
                },
                {
                    "start": 2432.16,
                    "end": 2433.0,
                    "word": " under",
                    "probability": 0.7646484375
                },
                {
                    "start": 2433.0,
                    "end": 2433.24,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 2433.24,
                    "end": 2433.5,
                    "word": " path",
                    "probability": 0.8740234375
                },
                {
                    "start": 2433.5,
                    "end": 2433.64,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 2433.64,
                    "end": 2433.84,
                    "word": " that",
                    "probability": 0.888671875
                },
                {
                    "start": 2433.84,
                    "end": 2434.24,
                    "word": " user",
                    "probability": 0.7900390625
                },
                {
                    "start": 2434.24,
                    "end": 2434.58,
                    "word": " so",
                    "probability": 0.54052734375
                },
                {
                    "start": 2434.58,
                    "end": 2434.74,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 2434.74,
                    "end": 2434.9,
                    "word": " our",
                    "probability": 0.80908203125
                },
                {
                    "start": 2434.9,
                    "end": 2435.38,
                    "word": " simulation",
                    "probability": 0.93505859375
                },
                {
                    "start": 2435.38,
                    "end": 2435.94,
                    "word": " runs",
                    "probability": 0.82568359375
                },
                {
                    "start": 2435.94,
                    "end": 2436.32,
                    "word": " under",
                    "probability": 0.81298828125
                },
                {
                    "start": 2436.32,
                    "end": 2436.56,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2436.56,
                    "end": 2436.78,
                    "word": " path",
                    "probability": 0.88720703125
                },
                {
                    "start": 2436.78,
                    "end": 2436.9,
                    "word": " of",
                    "probability": 0.9091796875
                },
                {
                    "start": 2437.04,
                    "end": 2437.26,
                    "word": " a real",
                    "probability": 0.8828125
                },
                {
                    "start": 2437.26,
                    "end": 2437.64,
                    "word": " user",
                    "probability": 0.81689453125
                },
                {
                    "start": 2437.64,
                    "end": 2437.8,
                    "word": " and",
                    "probability": 0.441162109375
                },
                {
                    "start": 2437.92,
                    "end": 2438.1,
                    "word": " a real",
                    "probability": 0.888671875
                },
                {
                    "start": 2438.1,
                    "end": 2438.54,
                    "word": " computer",
                    "probability": 0.61474609375
                },
                {
                    "start": 2438.54,
                    "end": 2438.68,
                    "word": ".",
                    "probability": 0.78271484375
                }
            ]
        },
        {
            "id": 377,
            "seek": 240220,
            "start": 2438.68,
            "end": 2440.64,
            "text": " Once again, credible simulations.",
            "tokens": [
                51614,
                3443,
                797,
                11,
                32757,
                35138,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19352064220183487,
            "compression_ratio": 1.8699186991869918,
            "no_speech_prob": 0.08148193359375,
            "words": [
                {
                    "start": 2438.68,
                    "end": 2438.84,
                    "word": " Once",
                    "probability": 0.85595703125
                },
                {
                    "start": 2438.84,
                    "end": 2439.08,
                    "word": " again",
                    "probability": 0.923828125
                },
                {
                    "start": 2439.08,
                    "end": 2439.2,
                    "word": ",",
                    "probability": 0.931640625
                },
                {
                    "start": 2439.2,
                    "end": 2439.48,
                    "word": " credible",
                    "probability": 0.380615234375
                },
                {
                    "start": 2439.48,
                    "end": 2440.08,
                    "word": " simulations",
                    "probability": 0.947265625
                },
                {
                    "start": 2440.08,
                    "end": 2440.64,
                    "word": ".",
                    "probability": 0.95654296875
                }
            ]
        },
        {
            "id": 378,
            "seek": 243028,
            "start": 2441.37,
            "end": 2446.82,
            "text": " And once the simulator has been uploaded, the orchestrator triggers the simulation.",
            "tokens": [
                50414,
                400,
                1564,
                264,
                32974,
                575,
                668,
                17135,
                11,
                264,
                14161,
                19802,
                22827,
                264,
                16575,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21253550475971264,
            "compression_ratio": 1.665158371040724,
            "no_speech_prob": 0.09527587890625,
            "words": [
                {
                    "start": 2441.37,
                    "end": 2441.74,
                    "word": " And",
                    "probability": 0.6572265625
                },
                {
                    "start": 2441.74,
                    "end": 2442.16,
                    "word": " once",
                    "probability": 0.78662109375
                },
                {
                    "start": 2442.16,
                    "end": 2442.36,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 2442.36,
                    "end": 2442.76,
                    "word": " simulator",
                    "probability": 0.88427734375
                },
                {
                    "start": 2442.76,
                    "end": 2443.04,
                    "word": " has",
                    "probability": 0.89599609375
                },
                {
                    "start": 2443.04,
                    "end": 2443.18,
                    "word": " been",
                    "probability": 0.81982421875
                },
                {
                    "start": 2443.18,
                    "end": 2443.58,
                    "word": " uploaded",
                    "probability": 0.62841796875
                },
                {
                    "start": 2443.58,
                    "end": 2443.92,
                    "word": ",",
                    "probability": 0.6767578125
                },
                {
                    "start": 2443.92,
                    "end": 2444.0,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 2444.0,
                    "end": 2444.62,
                    "word": " orchestrator",
                    "probability": 0.919189453125
                },
                {
                    "start": 2444.62,
                    "end": 2445.46,
                    "word": " triggers",
                    "probability": 0.802734375
                },
                {
                    "start": 2445.46,
                    "end": 2445.68,
                    "word": " the",
                    "probability": 0.79931640625
                },
                {
                    "start": 2445.68,
                    "end": 2446.16,
                    "word": " simulation",
                    "probability": 0.94970703125
                },
                {
                    "start": 2446.16,
                    "end": 2446.82,
                    "word": ".",
                    "probability": 0.15576171875
                }
            ]
        },
        {
            "id": 379,
            "seek": 243028,
            "start": 2446.82,
            "end": 2453.14,
            "text": " The scout will execute the simulator using parent process ID spoofing.",
            "tokens": [
                50664,
                440,
                34392,
                486,
                14483,
                264,
                32974,
                1228,
                2596,
                1399,
                7348,
                637,
                29496,
                278,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21253550475971264,
            "compression_ratio": 1.665158371040724,
            "no_speech_prob": 0.09527587890625,
            "words": [
                {
                    "start": 2446.82,
                    "end": 2446.96,
                    "word": " The",
                    "probability": 0.72021484375
                },
                {
                    "start": 2446.96,
                    "end": 2447.34,
                    "word": " scout",
                    "probability": 0.6533203125
                },
                {
                    "start": 2447.34,
                    "end": 2447.7,
                    "word": " will",
                    "probability": 0.8251953125
                },
                {
                    "start": 2447.7,
                    "end": 2448.56,
                    "word": " execute",
                    "probability": 0.87255859375
                },
                {
                    "start": 2448.56,
                    "end": 2449.4,
                    "word": " the",
                    "probability": 0.63427734375
                },
                {
                    "start": 2449.4,
                    "end": 2449.88,
                    "word": " simulator",
                    "probability": 0.888671875
                },
                {
                    "start": 2449.88,
                    "end": 2450.66,
                    "word": " using",
                    "probability": 0.78076171875
                },
                {
                    "start": 2450.66,
                    "end": 2451.28,
                    "word": " parent",
                    "probability": 0.64404296875
                },
                {
                    "start": 2451.28,
                    "end": 2451.9,
                    "word": " process",
                    "probability": 0.8505859375
                },
                {
                    "start": 2451.9,
                    "end": 2452.26,
                    "word": " ID",
                    "probability": 0.73974609375
                },
                {
                    "start": 2452.26,
                    "end": 2452.92,
                    "word": " spoofing",
                    "probability": 0.94384765625
                },
                {
                    "start": 2452.92,
                    "end": 2453.14,
                    "word": ".",
                    "probability": 0.57275390625
                }
            ]
        },
        {
            "id": 380,
            "seek": 243028,
            "start": 2453.14,
            "end": 2461.46,
            "text": " That way, the simulator runs under the context of the user and also as a child process of Explorer.exe.",
            "tokens": [
                50964,
                663,
                636,
                11,
                264,
                32974,
                6676,
                833,
                264,
                4319,
                295,
                264,
                4195,
                293,
                611,
                382,
                257,
                1440,
                1399,
                295,
                31895,
                13,
                3121,
                68,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21253550475971264,
            "compression_ratio": 1.665158371040724,
            "no_speech_prob": 0.09527587890625,
            "words": [
                {
                    "start": 2453.14,
                    "end": 2453.28,
                    "word": " That",
                    "probability": 0.78759765625
                },
                {
                    "start": 2453.28,
                    "end": 2453.7,
                    "word": " way",
                    "probability": 0.9033203125
                },
                {
                    "start": 2453.7,
                    "end": 2454.14,
                    "word": ",",
                    "probability": 0.495361328125
                },
                {
                    "start": 2454.14,
                    "end": 2454.3,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 2454.3,
                    "end": 2454.78,
                    "word": " simulator",
                    "probability": 0.908203125
                },
                {
                    "start": 2454.78,
                    "end": 2455.66,
                    "word": " runs",
                    "probability": 0.810546875
                },
                {
                    "start": 2455.66,
                    "end": 2456.2,
                    "word": " under",
                    "probability": 0.79296875
                },
                {
                    "start": 2456.2,
                    "end": 2456.4,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 2456.4,
                    "end": 2456.7,
                    "word": " context",
                    "probability": 0.7626953125
                },
                {
                    "start": 2456.7,
                    "end": 2456.94,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 2456.94,
                    "end": 2457.1,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2457.1,
                    "end": 2457.44,
                    "word": " user",
                    "probability": 0.81591796875
                },
                {
                    "start": 2457.44,
                    "end": 2457.96,
                    "word": " and",
                    "probability": 0.54248046875
                },
                {
                    "start": 2457.96,
                    "end": 2458.46,
                    "word": " also",
                    "probability": 0.80908203125
                },
                {
                    "start": 2458.46,
                    "end": 2459.2,
                    "word": " as",
                    "probability": 0.8623046875
                },
                {
                    "start": 2459.34,
                    "end": 2459.5,
                    "word": " a child",
                    "probability": 0.681640625
                },
                {
                    "start": 2459.5,
                    "end": 2459.88,
                    "word": " process",
                    "probability": 0.8359375
                },
                {
                    "start": 2459.88,
                    "end": 2460.12,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 2460.12,
                    "end": 2460.56,
                    "word": " Explorer",
                    "probability": 0.2156982421875
                },
                {
                    "start": 2460.56,
                    "end": 2461.26,
                    "word": ".exe",
                    "probability": 0.8714192708333334
                },
                {
                    "start": 2461.26,
                    "end": 2461.46,
                    "word": ".",
                    "probability": 0.4091796875
                }
            ]
        },
        {
            "id": 381,
            "seek": 243028,
            "start": 2461.46,
            "end": 2464.46,
            "text": " Once again, making the simulation credible.",
            "tokens": [
                51414,
                3443,
                797,
                11,
                1455,
                264,
                16575,
                32757,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21253550475971264,
            "compression_ratio": 1.665158371040724,
            "no_speech_prob": 0.09527587890625,
            "words": [
                {
                    "start": 2461.46,
                    "end": 2461.9,
                    "word": " Once",
                    "probability": 0.845703125
                },
                {
                    "start": 2461.9,
                    "end": 2462.14,
                    "word": " again",
                    "probability": 0.92431640625
                },
                {
                    "start": 2462.14,
                    "end": 2462.22,
                    "word": ",",
                    "probability": 0.859375
                },
                {
                    "start": 2462.22,
                    "end": 2462.54,
                    "word": " making",
                    "probability": 0.79248046875
                },
                {
                    "start": 2462.54,
                    "end": 2462.76,
                    "word": " the",
                    "probability": 0.55615234375
                },
                {
                    "start": 2462.76,
                    "end": 2463.22,
                    "word": " simulation",
                    "probability": 0.943359375
                },
                {
                    "start": 2463.22,
                    "end": 2463.72,
                    "word": " credible",
                    "probability": 0.56494140625
                },
                {
                    "start": 2463.72,
                    "end": 2464.46,
                    "word": ".",
                    "probability": 0.990234375
                }
            ]
        },
        {
            "id": 382,
            "seek": 243028,
            "start": 2464.86,
            "end": 2468.72,
            "text": " This is just one example of an attack variation, as I was saying.",
            "tokens": [
                51564,
                639,
                307,
                445,
                472,
                1365,
                295,
                364,
                2690,
                12990,
                11,
                382,
                286,
                390,
                1566,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21253550475971264,
            "compression_ratio": 1.665158371040724,
            "no_speech_prob": 0.09527587890625,
            "words": [
                {
                    "start": 2464.86,
                    "end": 2465.28,
                    "word": " This",
                    "probability": 0.8125
                },
                {
                    "start": 2465.28,
                    "end": 2465.42,
                    "word": " is",
                    "probability": 0.9072265625
                },
                {
                    "start": 2465.42,
                    "end": 2465.56,
                    "word": " just",
                    "probability": 0.89501953125
                },
                {
                    "start": 2465.56,
                    "end": 2465.76,
                    "word": " one",
                    "probability": 0.8154296875
                },
                {
                    "start": 2465.76,
                    "end": 2466.24,
                    "word": " example",
                    "probability": 0.93017578125
                },
                {
                    "start": 2466.24,
                    "end": 2466.62,
                    "word": " of",
                    "probability": 0.89990234375
                },
                {
                    "start": 2466.62,
                    "end": 2466.88,
                    "word": " an",
                    "probability": 0.328857421875
                },
                {
                    "start": 2466.88,
                    "end": 2467.14,
                    "word": " attack",
                    "probability": 0.771484375
                },
                {
                    "start": 2467.14,
                    "end": 2467.66,
                    "word": " variation",
                    "probability": 0.78125
                },
                {
                    "start": 2467.66,
                    "end": 2467.66,
                    "word": ",",
                    "probability": 0.296142578125
                },
                {
                    "start": 2467.66,
                    "end": 2467.92,
                    "word": " as",
                    "probability": 0.90478515625
                },
                {
                    "start": 2467.92,
                    "end": 2468.04,
                    "word": " I",
                    "probability": 0.998046875
                },
                {
                    "start": 2468.04,
                    "end": 2468.18,
                    "word": " was",
                    "probability": 0.8935546875
                },
                {
                    "start": 2468.18,
                    "end": 2468.44,
                    "word": " saying",
                    "probability": 0.80126953125
                },
                {
                    "start": 2468.44,
                    "end": 2468.72,
                    "word": ".",
                    "probability": 0.5625
                }
            ]
        },
        {
            "id": 383,
            "seek": 245996,
            "start": 2468.72,
            "end": 2484.38,
            "text": " I can execute PowerShell just calling create process API, calling PowerShell.exe, which I could detect if I have some kind of EDR or this event ID being logged.",
            "tokens": [
                50364,
                286,
                393,
                14483,
                7086,
                9526,
                285,
                445,
                5141,
                1884,
                1399,
                9362,
                11,
                5141,
                7086,
                9526,
                285,
                13,
                3121,
                68,
                11,
                597,
                286,
                727,
                5531,
                498,
                286,
                362,
                512,
                733,
                295,
                462,
                9301,
                420,
                341,
                2280,
                7348,
                885,
                27231,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22290557892398633,
            "compression_ratio": 1.591549295774648,
            "no_speech_prob": 0.0675048828125,
            "words": [
                {
                    "start": 2468.72,
                    "end": 2468.96,
                    "word": " I",
                    "probability": 0.978515625
                },
                {
                    "start": 2468.96,
                    "end": 2469.18,
                    "word": " can",
                    "probability": 0.888671875
                },
                {
                    "start": 2469.18,
                    "end": 2470.14,
                    "word": " execute",
                    "probability": 0.8154296875
                },
                {
                    "start": 2470.14,
                    "end": 2472.08,
                    "word": " PowerShell",
                    "probability": 0.8624674479166666
                },
                {
                    "start": 2472.08,
                    "end": 2472.76,
                    "word": " just",
                    "probability": 0.458251953125
                },
                {
                    "start": 2472.76,
                    "end": 2473.24,
                    "word": " calling",
                    "probability": 0.68505859375
                },
                {
                    "start": 2473.24,
                    "end": 2474.08,
                    "word": " create",
                    "probability": 0.407958984375
                },
                {
                    "start": 2474.08,
                    "end": 2474.8,
                    "word": " process",
                    "probability": 0.80419921875
                },
                {
                    "start": 2474.8,
                    "end": 2475.58,
                    "word": " API",
                    "probability": 0.7724609375
                },
                {
                    "start": 2475.58,
                    "end": 2475.74,
                    "word": ",",
                    "probability": 0.615234375
                },
                {
                    "start": 2475.74,
                    "end": 2475.98,
                    "word": " calling",
                    "probability": 0.62109375
                },
                {
                    "start": 2475.98,
                    "end": 2476.42,
                    "word": " PowerShell",
                    "probability": 0.8738606770833334
                },
                {
                    "start": 2476.42,
                    "end": 2477.04,
                    "word": ".exe",
                    "probability": 0.7185872395833334
                },
                {
                    "start": 2477.04,
                    "end": 2477.2,
                    "word": ",",
                    "probability": 0.6953125
                },
                {
                    "start": 2477.2,
                    "end": 2477.64,
                    "word": " which",
                    "probability": 0.9033203125
                },
                {
                    "start": 2477.64,
                    "end": 2478.8,
                    "word": " I",
                    "probability": 0.77392578125
                },
                {
                    "start": 2478.8,
                    "end": 2478.98,
                    "word": " could",
                    "probability": 0.8310546875
                },
                {
                    "start": 2478.98,
                    "end": 2479.34,
                    "word": " detect",
                    "probability": 0.9072265625
                },
                {
                    "start": 2479.34,
                    "end": 2479.52,
                    "word": " if",
                    "probability": 0.8935546875
                },
                {
                    "start": 2479.52,
                    "end": 2479.64,
                    "word": " I",
                    "probability": 0.99658203125
                },
                {
                    "start": 2479.64,
                    "end": 2479.8,
                    "word": " have",
                    "probability": 0.77783203125
                },
                {
                    "start": 2479.8,
                    "end": 2479.94,
                    "word": " some",
                    "probability": 0.78955078125
                },
                {
                    "start": 2479.94,
                    "end": 2480.08,
                    "word": " kind",
                    "probability": 0.73681640625
                },
                {
                    "start": 2480.08,
                    "end": 2480.2,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 2480.2,
                    "end": 2480.56,
                    "word": " EDR",
                    "probability": 0.906005859375
                },
                {
                    "start": 2480.56,
                    "end": 2481.0,
                    "word": " or",
                    "probability": 0.8466796875
                },
                {
                    "start": 2481.0,
                    "end": 2481.26,
                    "word": " this",
                    "probability": 0.81689453125
                },
                {
                    "start": 2481.26,
                    "end": 2481.66,
                    "word": " event",
                    "probability": 0.712890625
                },
                {
                    "start": 2481.66,
                    "end": 2482.18,
                    "word": " ID",
                    "probability": 0.83251953125
                },
                {
                    "start": 2482.18,
                    "end": 2483.0,
                    "word": " being",
                    "probability": 0.736328125
                },
                {
                    "start": 2483.0,
                    "end": 2483.8,
                    "word": " logged",
                    "probability": 0.6728515625
                },
                {
                    "start": 2483.8,
                    "end": 2484.38,
                    "word": ".",
                    "probability": 0.79541015625
                }
            ]
        },
        {
            "id": 384,
            "seek": 245996,
            "start": 2484.38,
            "end": 2487.48,
            "text": " But on the second technique, we're using .NET.",
            "tokens": [
                51114,
                583,
                322,
                264,
                1150,
                6532,
                11,
                321,
                434,
                1228,
                2411,
                35554,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22290557892398633,
            "compression_ratio": 1.591549295774648,
            "no_speech_prob": 0.0675048828125,
            "words": [
                {
                    "start": 2484.38,
                    "end": 2484.62,
                    "word": " But",
                    "probability": 0.8408203125
                },
                {
                    "start": 2484.62,
                    "end": 2484.88,
                    "word": " on",
                    "probability": 0.833984375
                },
                {
                    "start": 2484.88,
                    "end": 2485.02,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 2485.02,
                    "end": 2485.24,
                    "word": " second",
                    "probability": 0.79345703125
                },
                {
                    "start": 2485.24,
                    "end": 2485.7,
                    "word": " technique",
                    "probability": 0.88916015625
                },
                {
                    "start": 2485.7,
                    "end": 2485.82,
                    "word": ",",
                    "probability": 0.78564453125
                },
                {
                    "start": 2485.82,
                    "end": 2485.98,
                    "word": " we're",
                    "probability": 0.91748046875
                },
                {
                    "start": 2485.98,
                    "end": 2486.24,
                    "word": " using",
                    "probability": 0.83154296875
                },
                {
                    "start": 2486.24,
                    "end": 2486.8,
                    "word": " .NET",
                    "probability": 0.713134765625
                },
                {
                    "start": 2486.8,
                    "end": 2487.48,
                    "word": ".",
                    "probability": 0.78759765625
                }
            ]
        },
        {
            "id": 385,
            "seek": 245996,
            "start": 2487.66,
            "end": 2494.88,
            "text": " So your EDR or your Sysmon or your event 4688 will not detect that.",
            "tokens": [
                51264,
                407,
                428,
                462,
                9301,
                420,
                428,
                318,
                749,
                3317,
                420,
                428,
                2280,
                17835,
                16919,
                486,
                406,
                5531,
                300,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22290557892398633,
            "compression_ratio": 1.591549295774648,
            "no_speech_prob": 0.0675048828125,
            "words": [
                {
                    "start": 2487.66,
                    "end": 2487.86,
                    "word": " So",
                    "probability": 0.8720703125
                },
                {
                    "start": 2487.86,
                    "end": 2488.24,
                    "word": " your",
                    "probability": 0.3779296875
                },
                {
                    "start": 2488.24,
                    "end": 2488.82,
                    "word": " EDR",
                    "probability": 0.9453125
                },
                {
                    "start": 2488.82,
                    "end": 2489.72,
                    "word": " or",
                    "probability": 0.77294921875
                },
                {
                    "start": 2489.72,
                    "end": 2490.04,
                    "word": " your",
                    "probability": 0.81884765625
                },
                {
                    "start": 2490.04,
                    "end": 2490.5,
                    "word": " Sysmon",
                    "probability": 0.7705078125
                },
                {
                    "start": 2490.5,
                    "end": 2492.0,
                    "word": " or",
                    "probability": 0.7109375
                },
                {
                    "start": 2492.0,
                    "end": 2492.3,
                    "word": " your",
                    "probability": 0.8125
                },
                {
                    "start": 2492.3,
                    "end": 2492.68,
                    "word": " event",
                    "probability": 0.432373046875
                },
                {
                    "start": 2492.68,
                    "end": 2493.52,
                    "word": " 4688",
                    "probability": 0.7802734375
                },
                {
                    "start": 2493.52,
                    "end": 2493.88,
                    "word": " will",
                    "probability": 0.79296875
                },
                {
                    "start": 2493.88,
                    "end": 2494.08,
                    "word": " not",
                    "probability": 0.8984375
                },
                {
                    "start": 2494.08,
                    "end": 2494.4,
                    "word": " detect",
                    "probability": 0.89111328125
                },
                {
                    "start": 2494.4,
                    "end": 2494.64,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 2494.64,
                    "end": 2494.88,
                    "word": ".",
                    "probability": 0.35595703125
                }
            ]
        },
        {
            "id": 386,
            "seek": 245996,
            "start": 2494.88,
            "end": 2498.4,
            "text": " But you need to have PowerShell logging enabled to detect that.",
            "tokens": [
                51664,
                583,
                291,
                643,
                281,
                362,
                7086,
                9526,
                285,
                27991,
                15172,
                281,
                5531,
                300,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22290557892398633,
            "compression_ratio": 1.591549295774648,
            "no_speech_prob": 0.0675048828125,
            "words": [
                {
                    "start": 2494.88,
                    "end": 2495.22,
                    "word": " But",
                    "probability": 0.88818359375
                },
                {
                    "start": 2495.22,
                    "end": 2495.52,
                    "word": " you",
                    "probability": 0.8720703125
                },
                {
                    "start": 2495.52,
                    "end": 2495.74,
                    "word": " need",
                    "probability": 0.810546875
                },
                {
                    "start": 2495.74,
                    "end": 2495.9,
                    "word": " to",
                    "probability": 0.89306640625
                },
                {
                    "start": 2495.9,
                    "end": 2496.3,
                    "word": " have",
                    "probability": 0.8876953125
                },
                {
                    "start": 2496.3,
                    "end": 2496.94,
                    "word": " PowerShell",
                    "probability": 0.9208984375
                },
                {
                    "start": 2496.94,
                    "end": 2497.28,
                    "word": " logging",
                    "probability": 0.346923828125
                },
                {
                    "start": 2497.28,
                    "end": 2497.64,
                    "word": " enabled",
                    "probability": 0.36962890625
                },
                {
                    "start": 2497.64,
                    "end": 2497.8,
                    "word": " to",
                    "probability": 0.8984375
                },
                {
                    "start": 2497.8,
                    "end": 2498.08,
                    "word": " detect",
                    "probability": 0.8779296875
                },
                {
                    "start": 2498.08,
                    "end": 2498.26,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 2498.26,
                    "end": 2498.4,
                    "word": ".",
                    "probability": 0.9775390625
                }
            ]
        },
        {
            "id": 387,
            "seek": 248170,
            "start": 2498.4,
            "end": 2502.92,
            "text": " Once again, how resilient is your PowerShell detection technique?",
            "tokens": [
                50364,
                3443,
                797,
                11,
                577,
                23699,
                307,
                428,
                7086,
                9526,
                285,
                17784,
                6532,
                30,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21534454555083543,
            "compression_ratio": 1.3535353535353536,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 2498.4,
                    "end": 2498.88,
                    "word": " Once",
                    "probability": 0.01007080078125
                },
                {
                    "start": 2498.88,
                    "end": 2499.14,
                    "word": " again",
                    "probability": 0.91943359375
                },
                {
                    "start": 2499.14,
                    "end": 2499.26,
                    "word": ",",
                    "probability": 0.943359375
                },
                {
                    "start": 2499.26,
                    "end": 2499.4,
                    "word": " how",
                    "probability": 0.89697265625
                },
                {
                    "start": 2499.4,
                    "end": 2499.96,
                    "word": " resilient",
                    "probability": 0.85693359375
                },
                {
                    "start": 2499.96,
                    "end": 2500.6,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 2500.6,
                    "end": 2500.78,
                    "word": " your",
                    "probability": 0.80078125
                },
                {
                    "start": 2500.78,
                    "end": 2501.5,
                    "word": " PowerShell",
                    "probability": 0.8474934895833334
                },
                {
                    "start": 2501.5,
                    "end": 2501.9,
                    "word": " detection",
                    "probability": 0.74755859375
                },
                {
                    "start": 2501.9,
                    "end": 2502.44,
                    "word": " technique",
                    "probability": 0.90576171875
                },
                {
                    "start": 2502.44,
                    "end": 2502.92,
                    "word": "?",
                    "probability": 0.61328125
                }
            ]
        },
        {
            "id": 388,
            "seek": 248170,
            "start": 2505.42,
            "end": 2510.14,
            "text": " We don't have time, so I'm not going to mention the other variations.",
            "tokens": [
                50714,
                492,
                500,
                380,
                362,
                565,
                11,
                370,
                286,
                478,
                406,
                516,
                281,
                2152,
                264,
                661,
                17840,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21534454555083543,
            "compression_ratio": 1.3535353535353536,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 2505.42,
                    "end": 2505.9,
                    "word": " We",
                    "probability": 0.405517578125
                },
                {
                    "start": 2505.9,
                    "end": 2506.06,
                    "word": " don't",
                    "probability": 0.93896484375
                },
                {
                    "start": 2506.06,
                    "end": 2506.8,
                    "word": " have",
                    "probability": 0.884765625
                },
                {
                    "start": 2506.8,
                    "end": 2507.06,
                    "word": " time",
                    "probability": 0.802734375
                },
                {
                    "start": 2507.06,
                    "end": 2507.14,
                    "word": ",",
                    "probability": 0.59326171875
                },
                {
                    "start": 2507.14,
                    "end": 2507.2,
                    "word": " so",
                    "probability": 0.87548828125
                },
                {
                    "start": 2507.2,
                    "end": 2507.28,
                    "word": " I'm",
                    "probability": 0.982177734375
                },
                {
                    "start": 2507.28,
                    "end": 2507.42,
                    "word": " not",
                    "probability": 0.88330078125
                },
                {
                    "start": 2507.42,
                    "end": 2507.52,
                    "word": " going",
                    "probability": 0.330322265625
                },
                {
                    "start": 2507.52,
                    "end": 2507.64,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2507.64,
                    "end": 2508.0,
                    "word": " mention",
                    "probability": 0.79443359375
                },
                {
                    "start": 2508.0,
                    "end": 2508.48,
                    "word": " the",
                    "probability": 0.81201171875
                },
                {
                    "start": 2508.48,
                    "end": 2508.96,
                    "word": " other",
                    "probability": 0.7568359375
                },
                {
                    "start": 2508.96,
                    "end": 2509.66,
                    "word": " variations",
                    "probability": 0.7490234375
                },
                {
                    "start": 2509.66,
                    "end": 2510.14,
                    "word": ".",
                    "probability": 0.93017578125
                }
            ]
        },
        {
            "id": 389,
            "seek": 248170,
            "start": 2510.48,
            "end": 2511.52,
            "text": " Go ahead, Olaf.",
            "tokens": [
                50964,
                1037,
                2286,
                11,
                48961,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21534454555083543,
            "compression_ratio": 1.3535353535353536,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 2510.48,
                    "end": 2510.62,
                    "word": " Go",
                    "probability": 0.88330078125
                },
                {
                    "start": 2510.62,
                    "end": 2510.78,
                    "word": " ahead",
                    "probability": 0.85693359375
                },
                {
                    "start": 2510.78,
                    "end": 2510.88,
                    "word": ",",
                    "probability": 0.82958984375
                },
                {
                    "start": 2510.88,
                    "end": 2511.04,
                    "word": " Olaf",
                    "probability": 0.798828125
                },
                {
                    "start": 2511.04,
                    "end": 2511.52,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 390,
            "seek": 248170,
            "start": 2512.66,
            "end": 2516.56,
            "text": " I've built an app for Splunk, which is called ThreatHunting.",
            "tokens": [
                51064,
                286,
                600,
                3094,
                364,
                724,
                337,
                19788,
                3197,
                11,
                597,
                307,
                1219,
                334,
                620,
                39,
                14559,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21534454555083543,
            "compression_ratio": 1.3535353535353536,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 2512.66,
                    "end": 2513.14,
                    "word": " I've",
                    "probability": 0.3992919921875
                },
                {
                    "start": 2513.14,
                    "end": 2513.4,
                    "word": " built",
                    "probability": 0.88330078125
                },
                {
                    "start": 2513.4,
                    "end": 2514.28,
                    "word": " an",
                    "probability": 0.89208984375
                },
                {
                    "start": 2514.28,
                    "end": 2514.84,
                    "word": " app",
                    "probability": 0.8974609375
                },
                {
                    "start": 2514.84,
                    "end": 2515.02,
                    "word": " for",
                    "probability": 0.89208984375
                },
                {
                    "start": 2515.02,
                    "end": 2515.38,
                    "word": " Splunk",
                    "probability": 0.942138671875
                },
                {
                    "start": 2515.38,
                    "end": 2515.52,
                    "word": ",",
                    "probability": 0.61376953125
                },
                {
                    "start": 2515.52,
                    "end": 2515.6,
                    "word": " which",
                    "probability": 0.9208984375
                },
                {
                    "start": 2515.6,
                    "end": 2515.74,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 2515.74,
                    "end": 2515.94,
                    "word": " called",
                    "probability": 0.7802734375
                },
                {
                    "start": 2515.94,
                    "end": 2516.48,
                    "word": " ThreatHunting",
                    "probability": 0.74029541015625
                },
                {
                    "start": 2516.48,
                    "end": 2516.56,
                    "word": ".",
                    "probability": 0.59912109375
                }
            ]
        },
        {
            "id": 391,
            "seek": 248170,
            "start": 2516.56,
            "end": 2520.14,
            "text": " Not the best name, but it's very descriptive, at least.",
            "tokens": [
                51264,
                1726,
                264,
                1151,
                1315,
                11,
                457,
                309,
                311,
                588,
                42585,
                11,
                412,
                1935,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21534454555083543,
            "compression_ratio": 1.3535353535353536,
            "no_speech_prob": 0.005641937255859375,
            "words": [
                {
                    "start": 2516.56,
                    "end": 2516.66,
                    "word": " Not",
                    "probability": 0.86474609375
                },
                {
                    "start": 2516.66,
                    "end": 2516.8,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 2516.8,
                    "end": 2517.0,
                    "word": " best",
                    "probability": 0.798828125
                },
                {
                    "start": 2517.0,
                    "end": 2517.24,
                    "word": " name",
                    "probability": 0.8095703125
                },
                {
                    "start": 2517.24,
                    "end": 2517.34,
                    "word": ",",
                    "probability": 0.921875
                },
                {
                    "start": 2517.34,
                    "end": 2517.42,
                    "word": " but",
                    "probability": 0.90283203125
                },
                {
                    "start": 2517.42,
                    "end": 2517.58,
                    "word": " it's",
                    "probability": 0.947509765625
                },
                {
                    "start": 2517.58,
                    "end": 2518.02,
                    "word": " very",
                    "probability": 0.71435546875
                },
                {
                    "start": 2518.02,
                    "end": 2519.12,
                    "word": " descriptive",
                    "probability": 0.76513671875
                },
                {
                    "start": 2519.12,
                    "end": 2519.36,
                    "word": ",",
                    "probability": 0.309814453125
                },
                {
                    "start": 2519.36,
                    "end": 2519.42,
                    "word": " at",
                    "probability": 0.908203125
                },
                {
                    "start": 2519.42,
                    "end": 2519.66,
                    "word": " least",
                    "probability": 0.84228515625
                },
                {
                    "start": 2519.66,
                    "end": 2520.14,
                    "word": ".",
                    "probability": 0.89501953125
                }
            ]
        },
        {
            "id": 392,
            "seek": 250706,
            "start": 2520.14,
            "end": 2535.14,
            "text": " And it's a very graphically oriented tool that will run about, I think, 160 hunts or queries or triggers, as you want to call it, throughout your environment on a periodic basis.",
            "tokens": [
                50364,
                400,
                309,
                311,
                257,
                588,
                4295,
                984,
                21841,
                2290,
                300,
                486,
                1190,
                466,
                11,
                286,
                519,
                11,
                21243,
                7396,
                1373,
                420,
                24109,
                420,
                22827,
                11,
                382,
                291,
                528,
                281,
                818,
                309,
                11,
                3710,
                428,
                2823,
                322,
                257,
                27790,
                5143,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19658430717712225,
            "compression_ratio": 1.5580357142857142,
            "no_speech_prob": 0.022308349609375,
            "words": [
                {
                    "start": 2520.14,
                    "end": 2520.68,
                    "word": " And",
                    "probability": 0.416259765625
                },
                {
                    "start": 2520.68,
                    "end": 2520.94,
                    "word": " it's",
                    "probability": 0.93017578125
                },
                {
                    "start": 2521.04,
                    "end": 2521.26,
                    "word": " a very",
                    "probability": 0.73876953125
                },
                {
                    "start": 2521.26,
                    "end": 2521.88,
                    "word": " graphically",
                    "probability": 0.849365234375
                },
                {
                    "start": 2521.88,
                    "end": 2522.4,
                    "word": " oriented",
                    "probability": 0.630859375
                },
                {
                    "start": 2522.4,
                    "end": 2523.12,
                    "word": " tool",
                    "probability": 0.87255859375
                },
                {
                    "start": 2523.12,
                    "end": 2523.42,
                    "word": " that",
                    "probability": 0.86767578125
                },
                {
                    "start": 2523.42,
                    "end": 2523.76,
                    "word": " will",
                    "probability": 0.81689453125
                },
                {
                    "start": 2523.76,
                    "end": 2525.26,
                    "word": " run",
                    "probability": 0.83935546875
                },
                {
                    "start": 2525.26,
                    "end": 2525.78,
                    "word": " about",
                    "probability": 0.7958984375
                },
                {
                    "start": 2525.78,
                    "end": 2525.88,
                    "word": ",",
                    "probability": 0.4921875
                },
                {
                    "start": 2525.88,
                    "end": 2526.08,
                    "word": " I",
                    "probability": 0.9931640625
                },
                {
                    "start": 2526.08,
                    "end": 2526.3,
                    "word": " think",
                    "probability": 0.80224609375
                },
                {
                    "start": 2526.3,
                    "end": 2526.38,
                    "word": ",",
                    "probability": 0.59765625
                },
                {
                    "start": 2526.38,
                    "end": 2527.3,
                    "word": " 160",
                    "probability": 0.72998046875
                },
                {
                    "start": 2527.3,
                    "end": 2528.96,
                    "word": " hunts",
                    "probability": 0.870361328125
                },
                {
                    "start": 2528.96,
                    "end": 2529.48,
                    "word": " or",
                    "probability": 0.744140625
                },
                {
                    "start": 2529.48,
                    "end": 2530.28,
                    "word": " queries",
                    "probability": 0.80810546875
                },
                {
                    "start": 2530.28,
                    "end": 2530.52,
                    "word": " or",
                    "probability": 0.83251953125
                },
                {
                    "start": 2530.52,
                    "end": 2530.94,
                    "word": " triggers",
                    "probability": 0.84716796875
                },
                {
                    "start": 2530.94,
                    "end": 2531.36,
                    "word": ",",
                    "probability": 0.5947265625
                },
                {
                    "start": 2531.36,
                    "end": 2531.56,
                    "word": " as",
                    "probability": 0.8779296875
                },
                {
                    "start": 2531.56,
                    "end": 2531.66,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 2531.66,
                    "end": 2531.78,
                    "word": " want",
                    "probability": 0.7060546875
                },
                {
                    "start": 2531.78,
                    "end": 2531.9,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2531.9,
                    "end": 2532.12,
                    "word": " call",
                    "probability": 0.80419921875
                },
                {
                    "start": 2532.12,
                    "end": 2532.32,
                    "word": " it",
                    "probability": 0.90283203125
                },
                {
                    "start": 2532.32,
                    "end": 2532.36,
                    "word": ",",
                    "probability": 0.7705078125
                },
                {
                    "start": 2532.36,
                    "end": 2532.58,
                    "word": " throughout",
                    "probability": 0.73828125
                },
                {
                    "start": 2532.58,
                    "end": 2532.86,
                    "word": " your",
                    "probability": 0.81103515625
                },
                {
                    "start": 2532.86,
                    "end": 2533.24,
                    "word": " environment",
                    "probability": 0.77783203125
                },
                {
                    "start": 2533.24,
                    "end": 2533.48,
                    "word": " on",
                    "probability": 0.8828125
                },
                {
                    "start": 2533.9,
                    "end": 2534.24,
                    "word": " a periodic",
                    "probability": 0.82275390625
                },
                {
                    "start": 2534.24,
                    "end": 2534.82,
                    "word": " basis",
                    "probability": 0.794921875
                },
                {
                    "start": 2534.82,
                    "end": 2535.14,
                    "word": ".",
                    "probability": 0.88623046875
                }
            ]
        },
        {
            "id": 393,
            "seek": 250706,
            "start": 2535.14,
            "end": 2545.5,
            "text": " And it will give you a lot of telemetry, which you can then start using for either moving your detections, or hunting, of course, which is the main intention of the tool.",
            "tokens": [
                51114,
                400,
                309,
                486,
                976,
                291,
                257,
                688,
                295,
                4304,
                5537,
                627,
                11,
                597,
                291,
                393,
                550,
                722,
                1228,
                337,
                2139,
                2684,
                428,
                5531,
                626,
                11,
                420,
                12599,
                11,
                295,
                1164,
                11,
                597,
                307,
                264,
                2135,
                7789,
                295,
                264,
                2290,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19658430717712225,
            "compression_ratio": 1.5580357142857142,
            "no_speech_prob": 0.022308349609375,
            "words": [
                {
                    "start": 2535.14,
                    "end": 2535.5,
                    "word": " And",
                    "probability": 0.8701171875
                },
                {
                    "start": 2535.5,
                    "end": 2535.56,
                    "word": " it",
                    "probability": 0.89794921875
                },
                {
                    "start": 2535.56,
                    "end": 2535.68,
                    "word": " will",
                    "probability": 0.814453125
                },
                {
                    "start": 2535.68,
                    "end": 2535.9,
                    "word": " give",
                    "probability": 0.818359375
                },
                {
                    "start": 2535.9,
                    "end": 2536.04,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 2536.16,
                    "end": 2536.3,
                    "word": " a lot",
                    "probability": 0.8896484375
                },
                {
                    "start": 2536.3,
                    "end": 2536.42,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 2536.42,
                    "end": 2537.08,
                    "word": " telemetry",
                    "probability": 0.9313151041666666
                },
                {
                    "start": 2537.08,
                    "end": 2537.26,
                    "word": ",",
                    "probability": 0.76416015625
                },
                {
                    "start": 2537.26,
                    "end": 2537.42,
                    "word": " which",
                    "probability": 0.91748046875
                },
                {
                    "start": 2537.42,
                    "end": 2537.54,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 2537.54,
                    "end": 2537.68,
                    "word": " can",
                    "probability": 0.890625
                },
                {
                    "start": 2537.68,
                    "end": 2537.94,
                    "word": " then",
                    "probability": 0.72509765625
                },
                {
                    "start": 2537.94,
                    "end": 2538.26,
                    "word": " start",
                    "probability": 0.8681640625
                },
                {
                    "start": 2538.26,
                    "end": 2538.8,
                    "word": " using",
                    "probability": 0.8173828125
                },
                {
                    "start": 2538.8,
                    "end": 2539.14,
                    "word": " for",
                    "probability": 0.8935546875
                },
                {
                    "start": 2539.14,
                    "end": 2539.64,
                    "word": " either",
                    "probability": 0.8134765625
                },
                {
                    "start": 2539.64,
                    "end": 2540.24,
                    "word": " moving",
                    "probability": 0.41943359375
                },
                {
                    "start": 2540.24,
                    "end": 2540.42,
                    "word": " your",
                    "probability": 0.791015625
                },
                {
                    "start": 2540.42,
                    "end": 2540.92,
                    "word": " detections",
                    "probability": 0.7398681640625
                },
                {
                    "start": 2540.92,
                    "end": 2541.04,
                    "word": ",",
                    "probability": 0.319091796875
                },
                {
                    "start": 2541.04,
                    "end": 2541.26,
                    "word": " or",
                    "probability": 0.71240234375
                },
                {
                    "start": 2541.26,
                    "end": 2542.8,
                    "word": " hunting",
                    "probability": 0.662109375
                },
                {
                    "start": 2542.8,
                    "end": 2543.0,
                    "word": ",",
                    "probability": 0.8154296875
                },
                {
                    "start": 2543.0,
                    "end": 2543.1,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 2543.1,
                    "end": 2543.32,
                    "word": " course",
                    "probability": 0.86328125
                },
                {
                    "start": 2543.32,
                    "end": 2543.42,
                    "word": ",",
                    "probability": 0.98046875
                },
                {
                    "start": 2543.42,
                    "end": 2543.6,
                    "word": " which",
                    "probability": 0.91455078125
                },
                {
                    "start": 2543.6,
                    "end": 2543.72,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 2543.72,
                    "end": 2543.9,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 2543.9,
                    "end": 2544.08,
                    "word": " main",
                    "probability": 0.8203125
                },
                {
                    "start": 2544.08,
                    "end": 2544.44,
                    "word": " intention",
                    "probability": 0.8759765625
                },
                {
                    "start": 2544.44,
                    "end": 2544.66,
                    "word": " of",
                    "probability": 0.904296875
                },
                {
                    "start": 2544.66,
                    "end": 2544.8,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 2544.8,
                    "end": 2545.06,
                    "word": " tool",
                    "probability": 0.8935546875
                },
                {
                    "start": 2545.06,
                    "end": 2545.5,
                    "word": ".",
                    "probability": 0.81689453125
                }
            ]
        },
        {
            "id": 394,
            "seek": 253442,
            "start": 2545.5,
            "end": 2555.44,
            "text": " But it can also provide you with a lot of visibility into all of the triggers that have been going on.",
            "tokens": [
                50364,
                583,
                309,
                393,
                611,
                2893,
                291,
                365,
                257,
                688,
                295,
                19883,
                666,
                439,
                295,
                264,
                22827,
                300,
                362,
                668,
                516,
                322,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2026041736205419,
            "compression_ratio": 1.4658119658119657,
            "no_speech_prob": 0.005893707275390625,
            "words": [
                {
                    "start": 2545.5,
                    "end": 2545.68,
                    "word": " But",
                    "probability": 0.368896484375
                },
                {
                    "start": 2545.68,
                    "end": 2545.8,
                    "word": " it",
                    "probability": 0.8818359375
                },
                {
                    "start": 2545.8,
                    "end": 2545.92,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 2545.92,
                    "end": 2546.18,
                    "word": " also",
                    "probability": 0.8154296875
                },
                {
                    "start": 2546.18,
                    "end": 2546.62,
                    "word": " provide",
                    "probability": 0.90283203125
                },
                {
                    "start": 2546.62,
                    "end": 2546.78,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 2546.78,
                    "end": 2546.92,
                    "word": " with",
                    "probability": 0.80517578125
                },
                {
                    "start": 2547.04,
                    "end": 2547.18,
                    "word": " a lot",
                    "probability": 0.89111328125
                },
                {
                    "start": 2547.18,
                    "end": 2547.6,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 2547.6,
                    "end": 2548.24,
                    "word": " visibility",
                    "probability": 0.86865234375
                },
                {
                    "start": 2548.24,
                    "end": 2548.78,
                    "word": " into",
                    "probability": 0.73291015625
                },
                {
                    "start": 2548.78,
                    "end": 2549.64,
                    "word": " all",
                    "probability": 0.8798828125
                },
                {
                    "start": 2549.64,
                    "end": 2549.8,
                    "word": " of",
                    "probability": 0.89697265625
                },
                {
                    "start": 2549.8,
                    "end": 2550.5,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 2550.5,
                    "end": 2553.72,
                    "word": " triggers",
                    "probability": 0.58154296875
                },
                {
                    "start": 2553.72,
                    "end": 2553.94,
                    "word": " that",
                    "probability": 0.873046875
                },
                {
                    "start": 2553.94,
                    "end": 2554.08,
                    "word": " have",
                    "probability": 0.85986328125
                },
                {
                    "start": 2554.08,
                    "end": 2554.22,
                    "word": " been",
                    "probability": 0.81103515625
                },
                {
                    "start": 2554.22,
                    "end": 2554.48,
                    "word": " going",
                    "probability": 0.84423828125
                },
                {
                    "start": 2554.48,
                    "end": 2554.8,
                    "word": " on",
                    "probability": 0.90283203125
                },
                {
                    "start": 2554.8,
                    "end": 2555.44,
                    "word": ".",
                    "probability": 0.9130859375
                }
            ]
        },
        {
            "id": 395,
            "seek": 253442,
            "start": 2555.64,
            "end": 2556.74,
            "text": " Thanks.",
            "tokens": [
                50864,
                2561,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2026041736205419,
            "compression_ratio": 1.4658119658119657,
            "no_speech_prob": 0.005893707275390625,
            "words": [
                {
                    "start": 2555.64,
                    "end": 2556.1,
                    "word": " Thanks",
                    "probability": 0.64697265625
                },
                {
                    "start": 2556.1,
                    "end": 2556.74,
                    "word": ".",
                    "probability": 0.92919921875
                }
            ]
        },
        {
            "id": 396,
            "seek": 253442,
            "start": 2556.84,
            "end": 2560.58,
            "text": " So, there's a lot of detections for all kinds of techniques on Windows.",
            "tokens": [
                50914,
                407,
                11,
                456,
                311,
                257,
                688,
                295,
                5531,
                626,
                337,
                439,
                3685,
                295,
                7512,
                322,
                8591,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2026041736205419,
            "compression_ratio": 1.4658119658119657,
            "no_speech_prob": 0.005893707275390625,
            "words": [
                {
                    "start": 2556.84,
                    "end": 2557.14,
                    "word": " So",
                    "probability": 0.71533203125
                },
                {
                    "start": 2557.14,
                    "end": 2557.28,
                    "word": ",",
                    "probability": 0.1287841796875
                },
                {
                    "start": 2557.28,
                    "end": 2557.4,
                    "word": " there's",
                    "probability": 0.89404296875
                },
                {
                    "start": 2557.5,
                    "end": 2557.6,
                    "word": " a lot",
                    "probability": 0.89794921875
                },
                {
                    "start": 2557.6,
                    "end": 2557.7,
                    "word": " of",
                    "probability": 0.89892578125
                },
                {
                    "start": 2557.7,
                    "end": 2558.06,
                    "word": " detections",
                    "probability": 0.6864013671875
                },
                {
                    "start": 2558.06,
                    "end": 2558.28,
                    "word": " for",
                    "probability": 0.9013671875
                },
                {
                    "start": 2558.28,
                    "end": 2558.56,
                    "word": " all",
                    "probability": 0.89794921875
                },
                {
                    "start": 2558.56,
                    "end": 2558.76,
                    "word": " kinds",
                    "probability": 0.7744140625
                },
                {
                    "start": 2558.76,
                    "end": 2558.88,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 2558.88,
                    "end": 2559.24,
                    "word": " techniques",
                    "probability": 0.828125
                },
                {
                    "start": 2559.24,
                    "end": 2559.44,
                    "word": " on",
                    "probability": 0.87353515625
                },
                {
                    "start": 2559.44,
                    "end": 2559.94,
                    "word": " Windows",
                    "probability": 0.82080078125
                },
                {
                    "start": 2559.94,
                    "end": 2560.58,
                    "word": ".",
                    "probability": 0.8037109375
                }
            ]
        },
        {
            "id": 397,
            "seek": 253442,
            "start": 2560.6,
            "end": 2566.54,
            "text": " It primarily utilizes Sysmon and the Windows native event logs right now.",
            "tokens": [
                51114,
                467,
                10029,
                4976,
                5660,
                318,
                749,
                3317,
                293,
                264,
                8591,
                8470,
                2280,
                20820,
                558,
                586,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2026041736205419,
            "compression_ratio": 1.4658119658119657,
            "no_speech_prob": 0.005893707275390625,
            "words": [
                {
                    "start": 2560.6,
                    "end": 2561.14,
                    "word": " It",
                    "probability": 0.5693359375
                },
                {
                    "start": 2561.14,
                    "end": 2561.5,
                    "word": " primarily",
                    "probability": 0.78662109375
                },
                {
                    "start": 2561.5,
                    "end": 2562.24,
                    "word": " utilizes",
                    "probability": 0.8759765625
                },
                {
                    "start": 2562.24,
                    "end": 2562.86,
                    "word": " Sysmon",
                    "probability": 0.8116861979166666
                },
                {
                    "start": 2562.86,
                    "end": 2563.22,
                    "word": " and",
                    "probability": 0.8583984375
                },
                {
                    "start": 2563.22,
                    "end": 2563.38,
                    "word": " the",
                    "probability": 0.650390625
                },
                {
                    "start": 2563.38,
                    "end": 2563.88,
                    "word": " Windows",
                    "probability": 0.7763671875
                },
                {
                    "start": 2563.88,
                    "end": 2564.26,
                    "word": " native",
                    "probability": 0.400146484375
                },
                {
                    "start": 2564.26,
                    "end": 2564.64,
                    "word": " event",
                    "probability": 0.71728515625
                },
                {
                    "start": 2564.64,
                    "end": 2564.98,
                    "word": " logs",
                    "probability": 0.63037109375
                },
                {
                    "start": 2564.98,
                    "end": 2565.54,
                    "word": " right",
                    "probability": 0.8037109375
                },
                {
                    "start": 2565.54,
                    "end": 2565.9,
                    "word": " now",
                    "probability": 0.89404296875
                },
                {
                    "start": 2565.9,
                    "end": 2566.54,
                    "word": ".",
                    "probability": 0.982421875
                }
            ]
        },
        {
            "id": 398,
            "seek": 253442,
            "start": 2566.56,
            "end": 2572.86,
            "text": " It's heavily MITRE ATT&CK focused, because this is a framework that I really embraced.",
            "tokens": [
                51414,
                467,
                311,
                10950,
                13100,
                3850,
                8872,
                51,
                5,
                9419,
                5178,
                11,
                570,
                341,
                307,
                257,
                8388,
                300,
                286,
                534,
                28673,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2026041736205419,
            "compression_ratio": 1.4658119658119657,
            "no_speech_prob": 0.005893707275390625,
            "words": [
                {
                    "start": 2566.56,
                    "end": 2567.0,
                    "word": " It's",
                    "probability": 0.937744140625
                },
                {
                    "start": 2567.0,
                    "end": 2567.48,
                    "word": " heavily",
                    "probability": 0.765625
                },
                {
                    "start": 2567.48,
                    "end": 2568.06,
                    "word": " MITRE",
                    "probability": 0.6190185546875
                },
                {
                    "start": 2568.06,
                    "end": 2568.28,
                    "word": " ATT",
                    "probability": 0.7193603515625
                },
                {
                    "start": 2568.28,
                    "end": 2568.34,
                    "word": "&CK",
                    "probability": 0.99658203125
                },
                {
                    "start": 2568.34,
                    "end": 2568.88,
                    "word": " focused",
                    "probability": 0.5947265625
                },
                {
                    "start": 2568.88,
                    "end": 2569.0,
                    "word": ",",
                    "probability": 0.2919921875
                },
                {
                    "start": 2569.0,
                    "end": 2569.4,
                    "word": " because",
                    "probability": 0.83154296875
                },
                {
                    "start": 2569.4,
                    "end": 2569.66,
                    "word": " this",
                    "probability": 0.8515625
                },
                {
                    "start": 2569.66,
                    "end": 2569.76,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 2569.88,
                    "end": 2570.2,
                    "word": " a framework",
                    "probability": 0.81689453125
                },
                {
                    "start": 2570.2,
                    "end": 2570.44,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 2570.44,
                    "end": 2570.56,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 2570.56,
                    "end": 2570.92,
                    "word": " really",
                    "probability": 0.77001953125
                },
                {
                    "start": 2570.92,
                    "end": 2572.22,
                    "word": " embraced",
                    "probability": 0.62109375
                },
                {
                    "start": 2572.22,
                    "end": 2572.86,
                    "word": ".",
                    "probability": 0.88720703125
                }
            ]
        },
        {
            "id": 399,
            "seek": 255756,
            "start": 2572.86,
            "end": 2589.78,
            "text": " And the primary goal was to provide an investigative workflow for hunters, but also for detection engineers to provide as much context as possible that is all related to the same events without having to click and copy paste a lot of times.",
            "tokens": [
                50364,
                400,
                264,
                6194,
                3387,
                390,
                281,
                2893,
                364,
                45495,
                20993,
                337,
                29509,
                11,
                457,
                611,
                337,
                17784,
                11955,
                281,
                2893,
                382,
                709,
                4319,
                382,
                1944,
                300,
                307,
                439,
                4077,
                281,
                264,
                912,
                3931,
                1553,
                1419,
                281,
                2052,
                293,
                5055,
                9163,
                257,
                688,
                295,
                1413,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1938405736632969,
            "compression_ratio": 1.5285714285714285,
            "no_speech_prob": 0.003692626953125,
            "words": [
                {
                    "start": 2572.86,
                    "end": 2573.66,
                    "word": " And",
                    "probability": 0.466064453125
                },
                {
                    "start": 2573.66,
                    "end": 2574.08,
                    "word": " the",
                    "probability": 0.77197265625
                },
                {
                    "start": 2574.08,
                    "end": 2574.82,
                    "word": " primary",
                    "probability": 0.8857421875
                },
                {
                    "start": 2574.82,
                    "end": 2575.18,
                    "word": " goal",
                    "probability": 0.9052734375
                },
                {
                    "start": 2575.18,
                    "end": 2575.46,
                    "word": " was",
                    "probability": 0.89697265625
                },
                {
                    "start": 2575.46,
                    "end": 2575.6,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2575.6,
                    "end": 2575.9,
                    "word": " provide",
                    "probability": 0.89501953125
                },
                {
                    "start": 2575.9,
                    "end": 2576.08,
                    "word": " an",
                    "probability": 0.90185546875
                },
                {
                    "start": 2576.08,
                    "end": 2576.48,
                    "word": " investigative",
                    "probability": 0.87744140625
                },
                {
                    "start": 2576.48,
                    "end": 2577.0,
                    "word": " workflow",
                    "probability": 0.73046875
                },
                {
                    "start": 2577.0,
                    "end": 2577.32,
                    "word": " for",
                    "probability": 0.8857421875
                },
                {
                    "start": 2577.32,
                    "end": 2577.82,
                    "word": " hunters",
                    "probability": 0.8994140625
                },
                {
                    "start": 2577.82,
                    "end": 2578.02,
                    "word": ",",
                    "probability": 0.57177734375
                },
                {
                    "start": 2578.02,
                    "end": 2578.1,
                    "word": " but",
                    "probability": 0.90185546875
                },
                {
                    "start": 2578.1,
                    "end": 2578.54,
                    "word": " also",
                    "probability": 0.82373046875
                },
                {
                    "start": 2578.54,
                    "end": 2579.76,
                    "word": " for",
                    "probability": 0.88525390625
                },
                {
                    "start": 2579.76,
                    "end": 2580.34,
                    "word": " detection",
                    "probability": 0.71240234375
                },
                {
                    "start": 2580.34,
                    "end": 2580.86,
                    "word": " engineers",
                    "probability": 0.7021484375
                },
                {
                    "start": 2580.86,
                    "end": 2581.06,
                    "word": " to",
                    "probability": 0.62646484375
                },
                {
                    "start": 2581.06,
                    "end": 2581.3,
                    "word": " provide",
                    "probability": 0.89599609375
                },
                {
                    "start": 2581.3,
                    "end": 2581.46,
                    "word": " as",
                    "probability": 0.90283203125
                },
                {
                    "start": 2581.46,
                    "end": 2581.66,
                    "word": " much",
                    "probability": 0.81591796875
                },
                {
                    "start": 2581.66,
                    "end": 2582.1,
                    "word": " context",
                    "probability": 0.7490234375
                },
                {
                    "start": 2582.1,
                    "end": 2582.36,
                    "word": " as",
                    "probability": 0.9111328125
                },
                {
                    "start": 2582.36,
                    "end": 2582.88,
                    "word": " possible",
                    "probability": 0.85986328125
                },
                {
                    "start": 2582.88,
                    "end": 2583.82,
                    "word": " that",
                    "probability": 0.587890625
                },
                {
                    "start": 2583.82,
                    "end": 2583.96,
                    "word": " is",
                    "probability": 0.8994140625
                },
                {
                    "start": 2583.96,
                    "end": 2584.14,
                    "word": " all",
                    "probability": 0.8974609375
                },
                {
                    "start": 2584.14,
                    "end": 2584.52,
                    "word": " related",
                    "probability": 0.85595703125
                },
                {
                    "start": 2584.52,
                    "end": 2584.7,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 2584.7,
                    "end": 2584.88,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 2584.88,
                    "end": 2585.18,
                    "word": " same",
                    "probability": 0.810546875
                },
                {
                    "start": 2585.18,
                    "end": 2585.66,
                    "word": " events",
                    "probability": 0.67529296875
                },
                {
                    "start": 2585.66,
                    "end": 2585.94,
                    "word": " without",
                    "probability": 0.7041015625
                },
                {
                    "start": 2585.94,
                    "end": 2586.26,
                    "word": " having",
                    "probability": 0.78857421875
                },
                {
                    "start": 2586.26,
                    "end": 2586.54,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 2586.54,
                    "end": 2586.98,
                    "word": " click",
                    "probability": 0.8115234375
                },
                {
                    "start": 2586.98,
                    "end": 2587.36,
                    "word": " and",
                    "probability": 0.88720703125
                },
                {
                    "start": 2587.36,
                    "end": 2587.76,
                    "word": " copy",
                    "probability": 0.8193359375
                },
                {
                    "start": 2587.76,
                    "end": 2588.16,
                    "word": " paste",
                    "probability": 0.49609375
                },
                {
                    "start": 2589.06,
                    "end": 2589.22,
                    "word": " a lot",
                    "probability": 0.890625
                },
                {
                    "start": 2589.22,
                    "end": 2589.36,
                    "word": " of",
                    "probability": 0.90185546875
                },
                {
                    "start": 2589.36,
                    "end": 2589.6,
                    "word": " times",
                    "probability": 0.77685546875
                },
                {
                    "start": 2589.6,
                    "end": 2589.78,
                    "word": ".",
                    "probability": 0.953125
                }
            ]
        },
        {
            "id": 400,
            "seek": 255756,
            "start": 2589.78,
            "end": 2596.0,
            "text": " So, it's meant as an efficient way of going through your data based on triggers.",
            "tokens": [
                51164,
                407,
                11,
                309,
                311,
                4140,
                382,
                364,
                7148,
                636,
                295,
                516,
                807,
                428,
                1412,
                2361,
                322,
                22827,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1938405736632969,
            "compression_ratio": 1.5285714285714285,
            "no_speech_prob": 0.003692626953125,
            "words": [
                {
                    "start": 2589.78,
                    "end": 2589.9,
                    "word": " So",
                    "probability": 0.87255859375
                },
                {
                    "start": 2589.9,
                    "end": 2590.04,
                    "word": ",",
                    "probability": 0.325927734375
                },
                {
                    "start": 2590.04,
                    "end": 2590.72,
                    "word": " it's",
                    "probability": 0.943359375
                },
                {
                    "start": 2590.72,
                    "end": 2590.98,
                    "word": " meant",
                    "probability": 0.8134765625
                },
                {
                    "start": 2590.98,
                    "end": 2591.18,
                    "word": " as",
                    "probability": 0.90673828125
                },
                {
                    "start": 2591.18,
                    "end": 2591.28,
                    "word": " an",
                    "probability": 0.91357421875
                },
                {
                    "start": 2591.28,
                    "end": 2591.6,
                    "word": " efficient",
                    "probability": 0.81689453125
                },
                {
                    "start": 2591.6,
                    "end": 2591.86,
                    "word": " way",
                    "probability": 0.89892578125
                },
                {
                    "start": 2591.86,
                    "end": 2592.0,
                    "word": " of",
                    "probability": 0.8974609375
                },
                {
                    "start": 2592.0,
                    "end": 2592.18,
                    "word": " going",
                    "probability": 0.85009765625
                },
                {
                    "start": 2592.18,
                    "end": 2592.4,
                    "word": " through",
                    "probability": 0.79296875
                },
                {
                    "start": 2592.4,
                    "end": 2592.84,
                    "word": " your",
                    "probability": 0.796875
                },
                {
                    "start": 2592.84,
                    "end": 2593.76,
                    "word": " data",
                    "probability": 0.7900390625
                },
                {
                    "start": 2593.76,
                    "end": 2594.98,
                    "word": " based",
                    "probability": 0.7939453125
                },
                {
                    "start": 2594.98,
                    "end": 2595.1,
                    "word": " on",
                    "probability": 0.91455078125
                },
                {
                    "start": 2595.1,
                    "end": 2595.4,
                    "word": " triggers",
                    "probability": 0.85302734375
                },
                {
                    "start": 2595.4,
                    "end": 2596.0,
                    "word": ".",
                    "probability": 0.99560546875
                }
            ]
        },
        {
            "id": 401,
            "seek": 258048,
            "start": 2597.9,
            "end": 2598.7,
            "text": " Yep.",
            "tokens": [
                50414,
                7010,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2301274277631519,
            "compression_ratio": 1.5811965811965811,
            "no_speech_prob": 0.406982421875,
            "words": [
                {
                    "start": 2597.9,
                    "end": 2598.34,
                    "word": " Yep",
                    "probability": 0.296875
                },
                {
                    "start": 2598.34,
                    "end": 2598.7,
                    "word": ".",
                    "probability": 0.470703125
                }
            ]
        },
        {
            "id": 402,
            "seek": 258048,
            "start": 2598.7,
            "end": 2611.98,
            "text": " So, the POC that we want to show you today is basically how we've integrated both our tools to use PurpleSharp as a simulation engine and the ThreatHunting app as a detection engine, so we can validate that these detections are being picked.",
            "tokens": [
                50464,
                407,
                11,
                264,
                22299,
                34,
                300,
                321,
                528,
                281,
                855,
                291,
                965,
                307,
                1936,
                577,
                321,
                600,
                10919,
                1293,
                527,
                3873,
                281,
                764,
                28483,
                50,
                5854,
                79,
                382,
                257,
                16575,
                2848,
                293,
                264,
                334,
                620,
                39,
                14559,
                724,
                382,
                257,
                17784,
                2848,
                11,
                370,
                321,
                393,
                29562,
                300,
                613,
                5531,
                626,
                366,
                885,
                6183,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2301274277631519,
            "compression_ratio": 1.5811965811965811,
            "no_speech_prob": 0.406982421875,
            "words": [
                {
                    "start": 2598.7,
                    "end": 2598.92,
                    "word": " So",
                    "probability": 0.88330078125
                },
                {
                    "start": 2598.92,
                    "end": 2599.14,
                    "word": ",",
                    "probability": 0.175537109375
                },
                {
                    "start": 2599.14,
                    "end": 2599.2,
                    "word": " the",
                    "probability": 0.8193359375
                },
                {
                    "start": 2599.2,
                    "end": 2599.6,
                    "word": " POC",
                    "probability": 0.87353515625
                },
                {
                    "start": 2599.6,
                    "end": 2599.76,
                    "word": " that",
                    "probability": 0.87158203125
                },
                {
                    "start": 2599.76,
                    "end": 2599.9,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 2599.9,
                    "end": 2600.02,
                    "word": " want",
                    "probability": 0.368408203125
                },
                {
                    "start": 2600.02,
                    "end": 2600.12,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 2600.12,
                    "end": 2600.3,
                    "word": " show",
                    "probability": 0.8779296875
                },
                {
                    "start": 2600.3,
                    "end": 2600.44,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 2600.44,
                    "end": 2600.84,
                    "word": " today",
                    "probability": 0.7919921875
                },
                {
                    "start": 2600.84,
                    "end": 2601.08,
                    "word": " is",
                    "probability": 0.8681640625
                },
                {
                    "start": 2601.08,
                    "end": 2601.46,
                    "word": " basically",
                    "probability": 0.87744140625
                },
                {
                    "start": 2601.46,
                    "end": 2601.82,
                    "word": " how",
                    "probability": 0.87548828125
                },
                {
                    "start": 2601.82,
                    "end": 2602.08,
                    "word": " we've",
                    "probability": 0.911865234375
                },
                {
                    "start": 2602.08,
                    "end": 2602.62,
                    "word": " integrated",
                    "probability": 0.67236328125
                },
                {
                    "start": 2602.62,
                    "end": 2602.96,
                    "word": " both",
                    "probability": 0.8193359375
                },
                {
                    "start": 2602.96,
                    "end": 2603.18,
                    "word": " our",
                    "probability": 0.79541015625
                },
                {
                    "start": 2603.18,
                    "end": 2603.48,
                    "word": " tools",
                    "probability": 0.7841796875
                },
                {
                    "start": 2603.48,
                    "end": 2604.06,
                    "word": " to",
                    "probability": 0.86279296875
                },
                {
                    "start": 2604.06,
                    "end": 2604.42,
                    "word": " use",
                    "probability": 0.8271484375
                },
                {
                    "start": 2604.42,
                    "end": 2605.04,
                    "word": " PurpleSharp",
                    "probability": 0.73486328125
                },
                {
                    "start": 2605.04,
                    "end": 2605.2,
                    "word": " as",
                    "probability": 0.83154296875
                },
                {
                    "start": 2605.32,
                    "end": 2605.62,
                    "word": " a simulation",
                    "probability": 0.93310546875
                },
                {
                    "start": 2605.62,
                    "end": 2606.26,
                    "word": " engine",
                    "probability": 0.77490234375
                },
                {
                    "start": 2606.26,
                    "end": 2606.88,
                    "word": " and",
                    "probability": 0.724609375
                },
                {
                    "start": 2606.88,
                    "end": 2607.02,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 2607.02,
                    "end": 2607.46,
                    "word": " ThreatHunting",
                    "probability": 0.66033935546875
                },
                {
                    "start": 2607.46,
                    "end": 2607.78,
                    "word": " app",
                    "probability": 0.57861328125
                },
                {
                    "start": 2607.78,
                    "end": 2608.06,
                    "word": " as",
                    "probability": 0.8984375
                },
                {
                    "start": 2608.16,
                    "end": 2608.54,
                    "word": " a detection",
                    "probability": 0.72998046875
                },
                {
                    "start": 2608.54,
                    "end": 2609.0,
                    "word": " engine",
                    "probability": 0.77783203125
                },
                {
                    "start": 2609.0,
                    "end": 2609.2,
                    "word": ",",
                    "probability": 0.359619140625
                },
                {
                    "start": 2609.2,
                    "end": 2609.56,
                    "word": " so",
                    "probability": 0.896484375
                },
                {
                    "start": 2609.56,
                    "end": 2609.74,
                    "word": " we",
                    "probability": 0.8798828125
                },
                {
                    "start": 2609.74,
                    "end": 2609.9,
                    "word": " can",
                    "probability": 0.89013671875
                },
                {
                    "start": 2609.9,
                    "end": 2610.28,
                    "word": " validate",
                    "probability": 0.89794921875
                },
                {
                    "start": 2610.28,
                    "end": 2610.64,
                    "word": " that",
                    "probability": 0.87548828125
                },
                {
                    "start": 2610.64,
                    "end": 2610.8,
                    "word": " these",
                    "probability": 0.705078125
                },
                {
                    "start": 2610.8,
                    "end": 2611.24,
                    "word": " detections",
                    "probability": 0.869873046875
                },
                {
                    "start": 2611.24,
                    "end": 2611.46,
                    "word": " are",
                    "probability": 0.896484375
                },
                {
                    "start": 2611.46,
                    "end": 2611.64,
                    "word": " being",
                    "probability": 0.91357421875
                },
                {
                    "start": 2611.64,
                    "end": 2611.88,
                    "word": " picked",
                    "probability": 0.68359375
                },
                {
                    "start": 2611.88,
                    "end": 2611.98,
                    "word": ".",
                    "probability": 0.9931640625
                }
            ]
        },
        {
            "id": 403,
            "seek": 258048,
            "start": 2611.98,
            "end": 2614.46,
            "text": " So, now we move to the demos, the fun part, guys.",
            "tokens": [
                51114,
                407,
                11,
                586,
                321,
                1286,
                281,
                264,
                33788,
                11,
                264,
                1019,
                644,
                11,
                1074,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2301274277631519,
            "compression_ratio": 1.5811965811965811,
            "no_speech_prob": 0.406982421875,
            "words": [
                {
                    "start": 2611.98,
                    "end": 2612.06,
                    "word": " So",
                    "probability": 0.86474609375
                },
                {
                    "start": 2612.06,
                    "end": 2612.14,
                    "word": ",",
                    "probability": 0.572265625
                },
                {
                    "start": 2612.14,
                    "end": 2612.26,
                    "word": " now",
                    "probability": 0.89111328125
                },
                {
                    "start": 2612.26,
                    "end": 2612.42,
                    "word": " we",
                    "probability": 0.77978515625
                },
                {
                    "start": 2612.42,
                    "end": 2612.62,
                    "word": " move",
                    "probability": 0.6494140625
                },
                {
                    "start": 2612.62,
                    "end": 2612.82,
                    "word": " to",
                    "probability": 0.87890625
                },
                {
                    "start": 2612.82,
                    "end": 2613.0,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 2613.0,
                    "end": 2613.36,
                    "word": " demos",
                    "probability": 0.7158203125
                },
                {
                    "start": 2613.36,
                    "end": 2613.52,
                    "word": ",",
                    "probability": 0.8251953125
                },
                {
                    "start": 2613.52,
                    "end": 2613.66,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 2613.66,
                    "end": 2613.84,
                    "word": " fun",
                    "probability": 0.88232421875
                },
                {
                    "start": 2613.84,
                    "end": 2614.1,
                    "word": " part",
                    "probability": 0.81884765625
                },
                {
                    "start": 2614.1,
                    "end": 2614.22,
                    "word": ",",
                    "probability": 0.6435546875
                },
                {
                    "start": 2614.22,
                    "end": 2614.38,
                    "word": " guys",
                    "probability": 0.8896484375
                },
                {
                    "start": 2614.38,
                    "end": 2614.46,
                    "word": ".",
                    "probability": 0.826171875
                }
            ]
        },
        {
            "id": 404,
            "seek": 258048,
            "start": 2614.46,
            "end": 2616.32,
            "text": " You must be bored about us talking.",
            "tokens": [
                51264,
                509,
                1633,
                312,
                13521,
                466,
                505,
                1417,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2301274277631519,
            "compression_ratio": 1.5811965811965811,
            "no_speech_prob": 0.406982421875,
            "words": [
                {
                    "start": 2614.46,
                    "end": 2614.54,
                    "word": " You",
                    "probability": 0.72802734375
                },
                {
                    "start": 2614.54,
                    "end": 2614.76,
                    "word": " must",
                    "probability": 0.8115234375
                },
                {
                    "start": 2614.76,
                    "end": 2614.94,
                    "word": " be",
                    "probability": 0.90625
                },
                {
                    "start": 2614.94,
                    "end": 2615.18,
                    "word": " bored",
                    "probability": 0.80126953125
                },
                {
                    "start": 2615.18,
                    "end": 2615.44,
                    "word": " about",
                    "probability": 0.7978515625
                },
                {
                    "start": 2615.44,
                    "end": 2615.7,
                    "word": " us",
                    "probability": 0.904296875
                },
                {
                    "start": 2615.7,
                    "end": 2616.04,
                    "word": " talking",
                    "probability": 0.763671875
                },
                {
                    "start": 2616.04,
                    "end": 2616.32,
                    "word": ".",
                    "probability": 0.67431640625
                }
            ]
        },
        {
            "id": 405,
            "seek": 258048,
            "start": 2616.54,
            "end": 2618.92,
            "text": " So, this is going to be the fun part.",
            "tokens": [
                51364,
                407,
                11,
                341,
                307,
                516,
                281,
                312,
                264,
                1019,
                644,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2301274277631519,
            "compression_ratio": 1.5811965811965811,
            "no_speech_prob": 0.406982421875,
            "words": [
                {
                    "start": 2616.54,
                    "end": 2616.98,
                    "word": " So",
                    "probability": 0.88232421875
                },
                {
                    "start": 2616.98,
                    "end": 2617.18,
                    "word": ",",
                    "probability": 0.94921875
                },
                {
                    "start": 2617.18,
                    "end": 2617.64,
                    "word": " this",
                    "probability": 0.87939453125
                },
                {
                    "start": 2617.64,
                    "end": 2617.76,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 2617.76,
                    "end": 2617.86,
                    "word": " going",
                    "probability": 0.67431640625
                },
                {
                    "start": 2617.86,
                    "end": 2617.88,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 2617.88,
                    "end": 2618.0,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 2618.0,
                    "end": 2618.14,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 2618.14,
                    "end": 2618.34,
                    "word": " fun",
                    "probability": 0.8857421875
                },
                {
                    "start": 2618.34,
                    "end": 2618.66,
                    "word": " part",
                    "probability": 0.8203125
                },
                {
                    "start": 2618.66,
                    "end": 2618.92,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 406,
            "seek": 261048,
            "start": 2618.92,
            "end": 2630.78,
            "text": " So, in the first demo, we'll execute three execution, the execution tactic, MITRE tactic execution, three techniques, PowerShell, Windows Command Shell, and Jscript.",
            "tokens": [
                50364,
                407,
                11,
                294,
                264,
                700,
                10723,
                11,
                321,
                603,
                14483,
                1045,
                15058,
                11,
                264,
                15058,
                31012,
                11,
                13100,
                3850,
                31012,
                15058,
                11,
                1045,
                7512,
                11,
                7086,
                9526,
                285,
                11,
                8591,
                17901,
                22863,
                11,
                293,
                508,
                82,
                5944,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2678571526820843,
            "compression_ratio": 1.7045454545454546,
            "no_speech_prob": 0.168701171875,
            "words": [
                {
                    "start": 2618.92,
                    "end": 2619.06,
                    "word": " So",
                    "probability": 0.833984375
                },
                {
                    "start": 2619.06,
                    "end": 2619.12,
                    "word": ",",
                    "probability": 0.177978515625
                },
                {
                    "start": 2619.12,
                    "end": 2619.14,
                    "word": " in",
                    "probability": 0.88818359375
                },
                {
                    "start": 2619.14,
                    "end": 2619.24,
                    "word": " the",
                    "probability": 0.81591796875
                },
                {
                    "start": 2619.24,
                    "end": 2619.46,
                    "word": " first",
                    "probability": 0.7978515625
                },
                {
                    "start": 2619.46,
                    "end": 2619.78,
                    "word": " demo",
                    "probability": 0.7255859375
                },
                {
                    "start": 2619.78,
                    "end": 2620.18,
                    "word": ",",
                    "probability": 0.748046875
                },
                {
                    "start": 2620.18,
                    "end": 2620.64,
                    "word": " we'll",
                    "probability": 0.91943359375
                },
                {
                    "start": 2620.64,
                    "end": 2621.12,
                    "word": " execute",
                    "probability": 0.79736328125
                },
                {
                    "start": 2621.12,
                    "end": 2622.16,
                    "word": " three",
                    "probability": 0.2059326171875
                },
                {
                    "start": 2622.16,
                    "end": 2623.0,
                    "word": " execution",
                    "probability": 0.8798828125
                },
                {
                    "start": 2623.0,
                    "end": 2623.6,
                    "word": ",",
                    "probability": 0.6103515625
                },
                {
                    "start": 2623.6,
                    "end": 2624.06,
                    "word": " the",
                    "probability": 0.78662109375
                },
                {
                    "start": 2624.06,
                    "end": 2624.4,
                    "word": " execution",
                    "probability": 0.8935546875
                },
                {
                    "start": 2624.4,
                    "end": 2624.88,
                    "word": " tactic",
                    "probability": 0.83740234375
                },
                {
                    "start": 2624.88,
                    "end": 2625.26,
                    "word": ",",
                    "probability": 0.921875
                },
                {
                    "start": 2625.26,
                    "end": 2625.58,
                    "word": " MITRE",
                    "probability": 0.84375
                },
                {
                    "start": 2625.58,
                    "end": 2626.1,
                    "word": " tactic",
                    "probability": 0.68701171875
                },
                {
                    "start": 2626.1,
                    "end": 2626.62,
                    "word": " execution",
                    "probability": 0.85107421875
                },
                {
                    "start": 2626.62,
                    "end": 2626.86,
                    "word": ",",
                    "probability": 0.6943359375
                },
                {
                    "start": 2626.86,
                    "end": 2627.16,
                    "word": " three",
                    "probability": 0.80419921875
                },
                {
                    "start": 2627.16,
                    "end": 2627.6,
                    "word": " techniques",
                    "probability": 0.84619140625
                },
                {
                    "start": 2627.6,
                    "end": 2627.8,
                    "word": ",",
                    "probability": 0.72607421875
                },
                {
                    "start": 2627.8,
                    "end": 2628.32,
                    "word": " PowerShell",
                    "probability": 0.9202473958333334
                },
                {
                    "start": 2628.32,
                    "end": 2628.82,
                    "word": ",",
                    "probability": 0.9912109375
                },
                {
                    "start": 2628.82,
                    "end": 2629.06,
                    "word": " Windows",
                    "probability": 0.72998046875
                },
                {
                    "start": 2629.06,
                    "end": 2629.34,
                    "word": " Command",
                    "probability": 0.60498046875
                },
                {
                    "start": 2629.34,
                    "end": 2629.62,
                    "word": " Shell",
                    "probability": 0.311767578125
                },
                {
                    "start": 2629.62,
                    "end": 2629.88,
                    "word": ",",
                    "probability": 0.53466796875
                },
                {
                    "start": 2629.88,
                    "end": 2630.04,
                    "word": " and",
                    "probability": 0.8984375
                },
                {
                    "start": 2630.04,
                    "end": 2630.42,
                    "word": " Jscript",
                    "probability": 0.6726888020833334
                },
                {
                    "start": 2630.42,
                    "end": 2630.78,
                    "word": ".",
                    "probability": 0.92919921875
                }
            ]
        },
        {
            "id": 407,
            "seek": 261048,
            "start": 2630.78,
            "end": 2632.04,
            "text": " These are common techniques.",
            "tokens": [
                50964,
                1981,
                366,
                2689,
                7512,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2678571526820843,
            "compression_ratio": 1.7045454545454546,
            "no_speech_prob": 0.168701171875,
            "words": [
                {
                    "start": 2630.78,
                    "end": 2631.02,
                    "word": " These",
                    "probability": 0.91845703125
                },
                {
                    "start": 2631.02,
                    "end": 2631.16,
                    "word": " are",
                    "probability": 0.89306640625
                },
                {
                    "start": 2631.16,
                    "end": 2631.4,
                    "word": " common",
                    "probability": 0.63720703125
                },
                {
                    "start": 2631.4,
                    "end": 2631.84,
                    "word": " techniques",
                    "probability": 0.84521484375
                },
                {
                    "start": 2631.84,
                    "end": 2632.04,
                    "word": ".",
                    "probability": 0.81494140625
                }
            ]
        },
        {
            "id": 408,
            "seek": 261048,
            "start": 2632.04,
            "end": 2640.78,
            "text": " If you read most of the malware reports, you probably see that malware or most likely will use some of these techniques.",
            "tokens": [
                51014,
                759,
                291,
                1401,
                881,
                295,
                264,
                40747,
                7122,
                11,
                291,
                1391,
                536,
                300,
                40747,
                420,
                881,
                3700,
                486,
                764,
                512,
                295,
                613,
                7512,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2678571526820843,
            "compression_ratio": 1.7045454545454546,
            "no_speech_prob": 0.168701171875,
            "words": [
                {
                    "start": 2632.04,
                    "end": 2632.12,
                    "word": " If",
                    "probability": 0.896484375
                },
                {
                    "start": 2632.12,
                    "end": 2632.28,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 2632.28,
                    "end": 2632.72,
                    "word": " read",
                    "probability": 0.90234375
                },
                {
                    "start": 2632.72,
                    "end": 2633.2,
                    "word": " most",
                    "probability": 0.7744140625
                },
                {
                    "start": 2633.2,
                    "end": 2633.36,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 2633.36,
                    "end": 2633.56,
                    "word": " the",
                    "probability": 0.8056640625
                },
                {
                    "start": 2633.56,
                    "end": 2633.84,
                    "word": " malware",
                    "probability": 0.80859375
                },
                {
                    "start": 2633.84,
                    "end": 2634.38,
                    "word": " reports",
                    "probability": 0.75
                },
                {
                    "start": 2634.38,
                    "end": 2634.84,
                    "word": ",",
                    "probability": 0.9716796875
                },
                {
                    "start": 2634.84,
                    "end": 2634.92,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 2634.92,
                    "end": 2635.22,
                    "word": " probably",
                    "probability": 0.52490234375
                },
                {
                    "start": 2635.22,
                    "end": 2635.6,
                    "word": " see",
                    "probability": 0.8369140625
                },
                {
                    "start": 2635.6,
                    "end": 2635.98,
                    "word": " that",
                    "probability": 0.87890625
                },
                {
                    "start": 2635.98,
                    "end": 2636.68,
                    "word": " malware",
                    "probability": 0.9150390625
                },
                {
                    "start": 2636.68,
                    "end": 2637.42,
                    "word": " or",
                    "probability": 0.25732421875
                },
                {
                    "start": 2637.42,
                    "end": 2638.74,
                    "word": " most",
                    "probability": 0.794921875
                },
                {
                    "start": 2638.74,
                    "end": 2638.94,
                    "word": " likely",
                    "probability": 0.84765625
                },
                {
                    "start": 2638.94,
                    "end": 2639.14,
                    "word": " will",
                    "probability": 0.583984375
                },
                {
                    "start": 2639.14,
                    "end": 2639.34,
                    "word": " use",
                    "probability": 0.83642578125
                },
                {
                    "start": 2639.34,
                    "end": 2639.5,
                    "word": " some",
                    "probability": 0.81298828125
                },
                {
                    "start": 2639.5,
                    "end": 2639.62,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 2639.62,
                    "end": 2639.78,
                    "word": " these",
                    "probability": 0.7080078125
                },
                {
                    "start": 2639.78,
                    "end": 2640.14,
                    "word": " techniques",
                    "probability": 0.84326171875
                },
                {
                    "start": 2640.14,
                    "end": 2640.78,
                    "word": ".",
                    "probability": 0.98828125
                }
            ]
        },
        {
            "id": 409,
            "seek": 261048,
            "start": 2640.82,
            "end": 2645.8,
            "text": " So, we'll move to the first demo, and hopefully this works.",
            "tokens": [
                51464,
                407,
                11,
                321,
                603,
                1286,
                281,
                264,
                700,
                10723,
                11,
                293,
                4696,
                341,
                1985,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2678571526820843,
            "compression_ratio": 1.7045454545454546,
            "no_speech_prob": 0.168701171875,
            "words": [
                {
                    "start": 2640.82,
                    "end": 2641.24,
                    "word": " So",
                    "probability": 0.89013671875
                },
                {
                    "start": 2641.24,
                    "end": 2641.54,
                    "word": ",",
                    "probability": 0.9052734375
                },
                {
                    "start": 2641.54,
                    "end": 2642.1,
                    "word": " we'll",
                    "probability": 0.928466796875
                },
                {
                    "start": 2642.1,
                    "end": 2642.34,
                    "word": " move",
                    "probability": 0.8779296875
                },
                {
                    "start": 2642.34,
                    "end": 2642.64,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2642.64,
                    "end": 2643.16,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 2643.16,
                    "end": 2643.54,
                    "word": " first",
                    "probability": 0.80126953125
                },
                {
                    "start": 2643.54,
                    "end": 2643.84,
                    "word": " demo",
                    "probability": 0.72705078125
                },
                {
                    "start": 2643.84,
                    "end": 2644.26,
                    "word": ",",
                    "probability": 0.294677734375
                },
                {
                    "start": 2644.26,
                    "end": 2644.56,
                    "word": " and",
                    "probability": 0.87744140625
                },
                {
                    "start": 2644.56,
                    "end": 2644.86,
                    "word": " hopefully",
                    "probability": 0.6875
                },
                {
                    "start": 2644.86,
                    "end": 2645.18,
                    "word": " this",
                    "probability": 0.77490234375
                },
                {
                    "start": 2645.18,
                    "end": 2645.68,
                    "word": " works",
                    "probability": 0.73095703125
                },
                {
                    "start": 2645.68,
                    "end": 2645.8,
                    "word": ".",
                    "probability": 0.9658203125
                }
            ]
        },
        {
            "id": 410,
            "seek": 263872,
            "start": 2648.92,
            "end": 2650.04,
            "text": " Okay.",
            "tokens": [
                50364,
                1033,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2648.92,
                    "end": 2649.26,
                    "word": " Okay",
                    "probability": 0.265869140625
                },
                {
                    "start": 2649.26,
                    "end": 2650.04,
                    "word": ".",
                    "probability": 0.63232421875
                }
            ]
        },
        {
            "id": 411,
            "seek": 263872,
            "start": 2653.0,
            "end": 2655.4,
            "text": " All right.",
            "tokens": [
                50614,
                1057,
                558,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2653.0,
                    "end": 2653.8,
                    "word": " All",
                    "probability": 0.41943359375
                },
                {
                    "start": 2653.8,
                    "end": 2654.6,
                    "word": " right",
                    "probability": 0.88623046875
                },
                {
                    "start": 2654.6,
                    "end": 2655.4,
                    "word": ".",
                    "probability": 0.76171875
                }
            ]
        },
        {
            "id": 412,
            "seek": 263872,
            "start": 2656.54,
            "end": 2661.28,
            "text": " Let me see if I can undo full screen.",
            "tokens": [
                50764,
                961,
                385,
                536,
                498,
                286,
                393,
                23779,
                1577,
                2568,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2656.54,
                    "end": 2657.34,
                    "word": " Let",
                    "probability": 0.869140625
                },
                {
                    "start": 2657.34,
                    "end": 2657.46,
                    "word": " me",
                    "probability": 0.900390625
                },
                {
                    "start": 2657.46,
                    "end": 2657.72,
                    "word": " see",
                    "probability": 0.81591796875
                },
                {
                    "start": 2657.72,
                    "end": 2657.88,
                    "word": " if",
                    "probability": 0.89404296875
                },
                {
                    "start": 2657.88,
                    "end": 2658.06,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 2658.06,
                    "end": 2658.46,
                    "word": " can",
                    "probability": 0.89501953125
                },
                {
                    "start": 2658.46,
                    "end": 2659.54,
                    "word": " undo",
                    "probability": 0.057342529296875
                },
                {
                    "start": 2659.54,
                    "end": 2660.02,
                    "word": " full",
                    "probability": 0.80615234375
                },
                {
                    "start": 2660.02,
                    "end": 2660.48,
                    "word": " screen",
                    "probability": 0.6884765625
                },
                {
                    "start": 2660.48,
                    "end": 2661.28,
                    "word": ".",
                    "probability": 0.92529296875
                }
            ]
        },
        {
            "id": 413,
            "seek": 263872,
            "start": 2662.56,
            "end": 2665.64,
            "text": " One second, of course.",
            "tokens": [
                51064,
                1485,
                1150,
                11,
                295,
                1164,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2662.56,
                    "end": 2663.36,
                    "word": " One",
                    "probability": 0.85498046875
                },
                {
                    "start": 2663.36,
                    "end": 2663.88,
                    "word": " second",
                    "probability": 0.79736328125
                },
                {
                    "start": 2663.88,
                    "end": 2664.46,
                    "word": ",",
                    "probability": 0.433349609375
                },
                {
                    "start": 2664.46,
                    "end": 2664.68,
                    "word": " of",
                    "probability": 0.8701171875
                },
                {
                    "start": 2664.68,
                    "end": 2664.84,
                    "word": " course",
                    "probability": 0.86572265625
                },
                {
                    "start": 2664.84,
                    "end": 2665.64,
                    "word": ".",
                    "probability": 0.52734375
                }
            ]
        },
        {
            "id": 414,
            "seek": 263872,
            "start": 2666.28,
            "end": 2670.14,
            "text": " Doing live, it's always...",
            "tokens": [
                51214,
                18496,
                1621,
                11,
                309,
                311,
                1009,
                485,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2666.28,
                    "end": 2666.54,
                    "word": " Doing",
                    "probability": 0.79248046875
                },
                {
                    "start": 2666.54,
                    "end": 2667.04,
                    "word": " live",
                    "probability": 0.83837890625
                },
                {
                    "start": 2667.04,
                    "end": 2667.28,
                    "word": ",",
                    "probability": 0.62451171875
                },
                {
                    "start": 2667.28,
                    "end": 2667.42,
                    "word": " it's",
                    "probability": 0.945068359375
                },
                {
                    "start": 2667.42,
                    "end": 2670.14,
                    "word": " always...",
                    "probability": 0.518310546875
                }
            ]
        },
        {
            "id": 415,
            "seek": 263872,
            "start": 2679.09,
            "end": 2682.97,
            "text": " What if you go out of full screen on the browser first?",
            "tokens": [
                51414,
                708,
                498,
                291,
                352,
                484,
                295,
                1577,
                2568,
                322,
                264,
                11185,
                700,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2679.09,
                    "end": 2679.45,
                    "word": " What",
                    "probability": 0.437744140625
                },
                {
                    "start": 2679.45,
                    "end": 2679.63,
                    "word": " if",
                    "probability": 0.89501953125
                },
                {
                    "start": 2679.63,
                    "end": 2679.83,
                    "word": " you",
                    "probability": 0.8916015625
                },
                {
                    "start": 2679.83,
                    "end": 2680.29,
                    "word": " go",
                    "probability": 0.87744140625
                },
                {
                    "start": 2680.29,
                    "end": 2680.57,
                    "word": " out",
                    "probability": 0.82861328125
                },
                {
                    "start": 2680.57,
                    "end": 2680.71,
                    "word": " of",
                    "probability": 0.861328125
                },
                {
                    "start": 2680.71,
                    "end": 2680.89,
                    "word": " full",
                    "probability": 0.82861328125
                },
                {
                    "start": 2680.89,
                    "end": 2681.19,
                    "word": " screen",
                    "probability": 0.83251953125
                },
                {
                    "start": 2681.19,
                    "end": 2681.37,
                    "word": " on",
                    "probability": 0.88720703125
                },
                {
                    "start": 2681.37,
                    "end": 2681.49,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2681.49,
                    "end": 2681.73,
                    "word": " browser",
                    "probability": 0.7666015625
                },
                {
                    "start": 2681.73,
                    "end": 2682.17,
                    "word": " first",
                    "probability": 0.80078125
                },
                {
                    "start": 2682.17,
                    "end": 2682.97,
                    "word": "?",
                    "probability": 0.89990234375
                }
            ]
        },
        {
            "id": 416,
            "seek": 263872,
            "start": 2683.77,
            "end": 2686.11,
            "text": " Let's do that.",
            "tokens": [
                51664,
                961,
                311,
                360,
                300,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224042271414111,
            "compression_ratio": 1.286764705882353,
            "no_speech_prob": 0.1776123046875,
            "words": [
                {
                    "start": 2683.77,
                    "end": 2684.57,
                    "word": " Let's",
                    "probability": 0.948486328125
                },
                {
                    "start": 2684.57,
                    "end": 2684.83,
                    "word": " do",
                    "probability": 0.912109375
                },
                {
                    "start": 2684.83,
                    "end": 2685.31,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 2685.31,
                    "end": 2686.11,
                    "word": ".",
                    "probability": 0.990234375
                }
            ]
        },
        {
            "id": 417,
            "seek": 266460,
            "start": 2689.38,
            "end": 2690.4,
            "text": " Thank you.",
            "tokens": [
                50414,
                1044,
                291,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2689.38,
                    "end": 2689.86,
                    "word": " Thank",
                    "probability": 0.435791015625
                },
                {
                    "start": 2689.86,
                    "end": 2690.12,
                    "word": " you",
                    "probability": 0.8896484375
                },
                {
                    "start": 2690.12,
                    "end": 2690.4,
                    "word": ".",
                    "probability": 0.6767578125
                }
            ]
        },
        {
            "id": 418,
            "seek": 266460,
            "start": 2690.4,
            "end": 2691.38,
            "text": " All right.",
            "tokens": [
                50464,
                1057,
                558,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2690.4,
                    "end": 2690.4,
                    "word": " All",
                    "probability": 0.54296875
                },
                {
                    "start": 2690.4,
                    "end": 2690.9,
                    "word": " right",
                    "probability": 0.88037109375
                },
                {
                    "start": 2690.9,
                    "end": 2691.38,
                    "word": ".",
                    "probability": 0.6806640625
                }
            ]
        },
        {
            "id": 419,
            "seek": 266460,
            "start": 2692.12,
            "end": 2698.88,
            "text": " So, in this first demo, we have two endpoints.",
            "tokens": [
                50564,
                407,
                11,
                294,
                341,
                700,
                10723,
                11,
                321,
                362,
                732,
                917,
                20552,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2692.12,
                    "end": 2692.6,
                    "word": " So",
                    "probability": 0.449951171875
                },
                {
                    "start": 2692.6,
                    "end": 2692.78,
                    "word": ",",
                    "probability": 0.486572265625
                },
                {
                    "start": 2692.78,
                    "end": 2692.88,
                    "word": " in",
                    "probability": 0.607421875
                },
                {
                    "start": 2692.88,
                    "end": 2693.04,
                    "word": " this",
                    "probability": 0.87744140625
                },
                {
                    "start": 2693.04,
                    "end": 2693.28,
                    "word": " first",
                    "probability": 0.7880859375
                },
                {
                    "start": 2693.28,
                    "end": 2693.62,
                    "word": " demo",
                    "probability": 0.73974609375
                },
                {
                    "start": 2693.62,
                    "end": 2695.78,
                    "word": ",",
                    "probability": 0.76318359375
                },
                {
                    "start": 2695.78,
                    "end": 2696.0,
                    "word": " we",
                    "probability": 0.8935546875
                },
                {
                    "start": 2696.0,
                    "end": 2697.26,
                    "word": " have",
                    "probability": 0.861328125
                },
                {
                    "start": 2697.26,
                    "end": 2698.32,
                    "word": " two",
                    "probability": 0.6103515625
                },
                {
                    "start": 2698.32,
                    "end": 2698.82,
                    "word": " endpoints",
                    "probability": 0.72216796875
                },
                {
                    "start": 2698.82,
                    "end": 2698.88,
                    "word": ".",
                    "probability": 0.77880859375
                }
            ]
        },
        {
            "id": 420,
            "seek": 266460,
            "start": 2698.88,
            "end": 2700.18,
            "text": " Let me go back real quick.",
            "tokens": [
                50864,
                961,
                385,
                352,
                646,
                957,
                1702,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2698.88,
                    "end": 2699.06,
                    "word": " Let",
                    "probability": 0.38916015625
                },
                {
                    "start": 2699.06,
                    "end": 2699.2,
                    "word": " me",
                    "probability": 0.89990234375
                },
                {
                    "start": 2699.2,
                    "end": 2699.34,
                    "word": " go",
                    "probability": 0.89697265625
                },
                {
                    "start": 2699.34,
                    "end": 2699.56,
                    "word": " back",
                    "probability": 0.81640625
                },
                {
                    "start": 2699.56,
                    "end": 2699.74,
                    "word": " real",
                    "probability": 0.84912109375
                },
                {
                    "start": 2699.74,
                    "end": 2699.98,
                    "word": " quick",
                    "probability": 0.9189453125
                },
                {
                    "start": 2699.98,
                    "end": 2700.18,
                    "word": ".",
                    "probability": 0.908203125
                }
            ]
        },
        {
            "id": 421,
            "seek": 266460,
            "start": 2700.18,
            "end": 2700.9,
            "text": " Two endpoints.",
            "tokens": [
                50964,
                4453,
                917,
                20552,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2700.18,
                    "end": 2700.32,
                    "word": " Two",
                    "probability": 0.658203125
                },
                {
                    "start": 2700.32,
                    "end": 2700.7,
                    "word": " endpoints",
                    "probability": 0.759521484375
                },
                {
                    "start": 2700.7,
                    "end": 2700.9,
                    "word": ".",
                    "probability": 0.76025390625
                }
            ]
        },
        {
            "id": 422,
            "seek": 266460,
            "start": 2700.9,
            "end": 2708.72,
            "text": " We have PC Sam, where we're going to run PowerShell from, and we have another computer called PC Judy, where we're going to run the simulation against.",
            "tokens": [
                51014,
                492,
                362,
                6465,
                4832,
                11,
                689,
                321,
                434,
                516,
                281,
                1190,
                7086,
                9526,
                285,
                490,
                11,
                293,
                321,
                362,
                1071,
                3820,
                1219,
                6465,
                24577,
                11,
                689,
                321,
                434,
                516,
                281,
                1190,
                264,
                16575,
                1970,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2700.9,
                    "end": 2700.94,
                    "word": " We",
                    "probability": 0.892578125
                },
                {
                    "start": 2700.94,
                    "end": 2701.1,
                    "word": " have",
                    "probability": 0.8828125
                },
                {
                    "start": 2701.1,
                    "end": 2701.4,
                    "word": " PC",
                    "probability": 0.37451171875
                },
                {
                    "start": 2701.4,
                    "end": 2701.74,
                    "word": " Sam",
                    "probability": 0.201904296875
                },
                {
                    "start": 2701.74,
                    "end": 2701.84,
                    "word": ",",
                    "probability": 0.56103515625
                },
                {
                    "start": 2701.84,
                    "end": 2701.96,
                    "word": " where",
                    "probability": 0.884765625
                },
                {
                    "start": 2701.96,
                    "end": 2702.16,
                    "word": " we're",
                    "probability": 0.899658203125
                },
                {
                    "start": 2702.16,
                    "end": 2702.24,
                    "word": " going",
                    "probability": 0.658203125
                },
                {
                    "start": 2702.24,
                    "end": 2702.36,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 2702.36,
                    "end": 2702.62,
                    "word": " run",
                    "probability": 0.890625
                },
                {
                    "start": 2702.62,
                    "end": 2702.94,
                    "word": " PowerShell",
                    "probability": 0.36448415120442706
                },
                {
                    "start": 2702.94,
                    "end": 2703.4,
                    "word": " from",
                    "probability": 0.703125
                },
                {
                    "start": 2703.4,
                    "end": 2704.12,
                    "word": ",",
                    "probability": 0.443603515625
                },
                {
                    "start": 2704.12,
                    "end": 2704.38,
                    "word": " and",
                    "probability": 0.8955078125
                },
                {
                    "start": 2704.38,
                    "end": 2704.54,
                    "word": " we",
                    "probability": 0.88330078125
                },
                {
                    "start": 2704.54,
                    "end": 2704.7,
                    "word": " have",
                    "probability": 0.8759765625
                },
                {
                    "start": 2704.7,
                    "end": 2704.96,
                    "word": " another",
                    "probability": 0.82568359375
                },
                {
                    "start": 2704.96,
                    "end": 2705.28,
                    "word": " computer",
                    "probability": 0.666015625
                },
                {
                    "start": 2705.28,
                    "end": 2705.5,
                    "word": " called",
                    "probability": 0.78369140625
                },
                {
                    "start": 2705.5,
                    "end": 2705.78,
                    "word": " PC",
                    "probability": 0.8232421875
                },
                {
                    "start": 2705.78,
                    "end": 2706.12,
                    "word": " Judy",
                    "probability": 0.83984375
                },
                {
                    "start": 2706.12,
                    "end": 2706.26,
                    "word": ",",
                    "probability": 0.7568359375
                },
                {
                    "start": 2706.26,
                    "end": 2706.38,
                    "word": " where",
                    "probability": 0.88818359375
                },
                {
                    "start": 2706.38,
                    "end": 2706.6,
                    "word": " we're",
                    "probability": 0.919189453125
                },
                {
                    "start": 2706.6,
                    "end": 2706.66,
                    "word": " going",
                    "probability": 0.8427734375
                },
                {
                    "start": 2706.66,
                    "end": 2706.76,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2706.76,
                    "end": 2706.98,
                    "word": " run",
                    "probability": 0.90478515625
                },
                {
                    "start": 2706.98,
                    "end": 2707.24,
                    "word": " the",
                    "probability": 0.75146484375
                },
                {
                    "start": 2707.24,
                    "end": 2707.72,
                    "word": " simulation",
                    "probability": 0.89990234375
                },
                {
                    "start": 2707.72,
                    "end": 2708.28,
                    "word": " against",
                    "probability": 0.8740234375
                },
                {
                    "start": 2708.28,
                    "end": 2708.72,
                    "word": ".",
                    "probability": 0.875
                }
            ]
        },
        {
            "id": 423,
            "seek": 266460,
            "start": 2708.72,
            "end": 2709.2,
            "text": " Okay?",
            "tokens": [
                51364,
                1033,
                30,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2708.72,
                    "end": 2708.72,
                    "word": " Okay",
                    "probability": 0.14013671875
                },
                {
                    "start": 2708.72,
                    "end": 2709.2,
                    "word": "?",
                    "probability": 0.5498046875
                }
            ]
        },
        {
            "id": 424,
            "seek": 266460,
            "start": 2710.36,
            "end": 2711.04,
            "text": " All right.",
            "tokens": [
                51464,
                1057,
                558,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2710.36,
                    "end": 2710.84,
                    "word": " All",
                    "probability": 0.763671875
                },
                {
                    "start": 2710.84,
                    "end": 2710.98,
                    "word": " right",
                    "probability": 0.87548828125
                },
                {
                    "start": 2710.98,
                    "end": 2711.04,
                    "word": ".",
                    "probability": 0.7392578125
                }
            ]
        },
        {
            "id": 425,
            "seek": 266460,
            "start": 2711.04,
            "end": 2714.22,
            "text": " So, we're going to use PowerShell command line in this case.",
            "tokens": [
                51514,
                407,
                11,
                321,
                434,
                516,
                281,
                764,
                7086,
                9526,
                285,
                5622,
                1622,
                294,
                341,
                1389,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23496461786189168,
            "compression_ratio": 1.683168316831683,
            "no_speech_prob": 0.099365234375,
            "words": [
                {
                    "start": 2711.04,
                    "end": 2711.16,
                    "word": " So",
                    "probability": 0.87890625
                },
                {
                    "start": 2711.16,
                    "end": 2711.18,
                    "word": ",",
                    "probability": 0.9326171875
                },
                {
                    "start": 2711.18,
                    "end": 2711.34,
                    "word": " we're",
                    "probability": 0.929931640625
                },
                {
                    "start": 2711.34,
                    "end": 2711.4,
                    "word": " going",
                    "probability": 0.84814453125
                },
                {
                    "start": 2711.4,
                    "end": 2711.44,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2711.44,
                    "end": 2711.7,
                    "word": " use",
                    "probability": 0.8310546875
                },
                {
                    "start": 2711.7,
                    "end": 2712.18,
                    "word": " PowerShell",
                    "probability": 0.875
                },
                {
                    "start": 2712.18,
                    "end": 2712.6,
                    "word": " command",
                    "probability": 0.57861328125
                },
                {
                    "start": 2712.6,
                    "end": 2712.94,
                    "word": " line",
                    "probability": 0.8017578125
                },
                {
                    "start": 2712.94,
                    "end": 2713.2,
                    "word": " in",
                    "probability": 0.64599609375
                },
                {
                    "start": 2713.2,
                    "end": 2713.36,
                    "word": " this",
                    "probability": 0.87841796875
                },
                {
                    "start": 2713.36,
                    "end": 2713.74,
                    "word": " case",
                    "probability": 0.80615234375
                },
                {
                    "start": 2713.74,
                    "end": 2714.22,
                    "word": ".",
                    "probability": 0.98583984375
                }
            ]
        },
        {
            "id": 426,
            "seek": 269126,
            "start": 2714.22,
            "end": 2716.38,
            "text": " This case, we're going to...",
            "tokens": [
                50364,
                639,
                1389,
                11,
                321,
                434,
                516,
                281,
                485,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19510508638567628,
            "compression_ratio": 1.9333333333333333,
            "no_speech_prob": 0.2783203125,
            "words": [
                {
                    "start": 2714.22,
                    "end": 2714.4,
                    "word": " This",
                    "probability": 0.382568359375
                },
                {
                    "start": 2714.4,
                    "end": 2714.68,
                    "word": " case",
                    "probability": 0.80517578125
                },
                {
                    "start": 2714.68,
                    "end": 2714.84,
                    "word": ",",
                    "probability": 0.53076171875
                },
                {
                    "start": 2714.84,
                    "end": 2714.86,
                    "word": " we're",
                    "probability": 0.8330078125
                },
                {
                    "start": 2714.86,
                    "end": 2715.0,
                    "word": " going",
                    "probability": 0.2880859375
                },
                {
                    "start": 2715.0,
                    "end": 2716.38,
                    "word": " to...",
                    "probability": 0.4881591796875
                }
            ]
        },
        {
            "id": 427,
            "seek": 269126,
            "start": 2716.38,
            "end": 2726.52,
            "text": " If you want to learn more about the parameters, please go to the documentation, but basically we're running a simulation against PC Judy using a service account that needs to be an admin on PC Judy,",
            "tokens": [
                50464,
                759,
                291,
                528,
                281,
                1466,
                544,
                466,
                264,
                9834,
                11,
                1767,
                352,
                281,
                264,
                14333,
                11,
                457,
                1936,
                321,
                434,
                2614,
                257,
                16575,
                1970,
                6465,
                24577,
                1228,
                257,
                2643,
                2696,
                300,
                2203,
                281,
                312,
                364,
                24236,
                322,
                6465,
                24577,
                11,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19510508638567628,
            "compression_ratio": 1.9333333333333333,
            "no_speech_prob": 0.2783203125,
            "words": [
                {
                    "start": 2716.38,
                    "end": 2716.52,
                    "word": " If",
                    "probability": 0.4482421875
                },
                {
                    "start": 2716.52,
                    "end": 2717.24,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 2717.24,
                    "end": 2717.36,
                    "word": " want",
                    "probability": 0.77734375
                },
                {
                    "start": 2717.36,
                    "end": 2717.46,
                    "word": " to",
                    "probability": 0.90380859375
                },
                {
                    "start": 2717.46,
                    "end": 2717.62,
                    "word": " learn",
                    "probability": 0.9208984375
                },
                {
                    "start": 2717.62,
                    "end": 2717.8,
                    "word": " more",
                    "probability": 0.87353515625
                },
                {
                    "start": 2717.8,
                    "end": 2718.1,
                    "word": " about",
                    "probability": 0.80810546875
                },
                {
                    "start": 2718.1,
                    "end": 2718.32,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 2718.32,
                    "end": 2718.64,
                    "word": " parameters",
                    "probability": 0.8857421875
                },
                {
                    "start": 2718.64,
                    "end": 2718.84,
                    "word": ",",
                    "probability": 0.9228515625
                },
                {
                    "start": 2718.84,
                    "end": 2718.98,
                    "word": " please",
                    "probability": 0.7392578125
                },
                {
                    "start": 2718.98,
                    "end": 2719.12,
                    "word": " go",
                    "probability": 0.89892578125
                },
                {
                    "start": 2719.12,
                    "end": 2719.26,
                    "word": " to",
                    "probability": 0.875
                },
                {
                    "start": 2719.26,
                    "end": 2719.36,
                    "word": " the",
                    "probability": 0.5537109375
                },
                {
                    "start": 2719.36,
                    "end": 2719.72,
                    "word": " documentation",
                    "probability": 0.755859375
                },
                {
                    "start": 2719.72,
                    "end": 2719.92,
                    "word": ",",
                    "probability": 0.268798828125
                },
                {
                    "start": 2719.92,
                    "end": 2720.0,
                    "word": " but",
                    "probability": 0.89453125
                },
                {
                    "start": 2720.0,
                    "end": 2720.3,
                    "word": " basically",
                    "probability": 0.869140625
                },
                {
                    "start": 2720.3,
                    "end": 2721.48,
                    "word": " we're",
                    "probability": 0.822021484375
                },
                {
                    "start": 2721.48,
                    "end": 2721.72,
                    "word": " running",
                    "probability": 0.472900390625
                },
                {
                    "start": 2721.84,
                    "end": 2722.1,
                    "word": " a simulation",
                    "probability": 0.935546875
                },
                {
                    "start": 2722.1,
                    "end": 2722.44,
                    "word": " against",
                    "probability": 0.88525390625
                },
                {
                    "start": 2722.44,
                    "end": 2722.72,
                    "word": " PC",
                    "probability": 0.51025390625
                },
                {
                    "start": 2722.72,
                    "end": 2723.0,
                    "word": " Judy",
                    "probability": 0.038299560546875
                },
                {
                    "start": 2723.0,
                    "end": 2723.78,
                    "word": " using",
                    "probability": 0.62548828125
                },
                {
                    "start": 2723.96,
                    "end": 2724.2,
                    "word": " a service",
                    "probability": 0.77001953125
                },
                {
                    "start": 2724.2,
                    "end": 2724.48,
                    "word": " account",
                    "probability": 0.78955078125
                },
                {
                    "start": 2724.48,
                    "end": 2724.64,
                    "word": " that",
                    "probability": 0.86181640625
                },
                {
                    "start": 2724.64,
                    "end": 2724.8,
                    "word": " needs",
                    "probability": 0.7060546875
                },
                {
                    "start": 2724.8,
                    "end": 2724.88,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 2724.88,
                    "end": 2724.96,
                    "word": " be",
                    "probability": 0.90625
                },
                {
                    "start": 2724.96,
                    "end": 2725.1,
                    "word": " an",
                    "probability": 0.90966796875
                },
                {
                    "start": 2725.1,
                    "end": 2725.44,
                    "word": " admin",
                    "probability": 0.85107421875
                },
                {
                    "start": 2725.44,
                    "end": 2725.72,
                    "word": " on",
                    "probability": 0.68408203125
                },
                {
                    "start": 2725.72,
                    "end": 2725.92,
                    "word": " PC",
                    "probability": 0.8330078125
                },
                {
                    "start": 2725.92,
                    "end": 2726.26,
                    "word": " Judy",
                    "probability": 0.80029296875
                },
                {
                    "start": 2726.26,
                    "end": 2726.52,
                    "word": ",",
                    "probability": 0.37158203125
                }
            ]
        },
        {
            "id": 428,
            "seek": 269126,
            "start": 2726.52,
            "end": 2734.04,
            "text": " and we're going to run these three techniques, and we're going to slip five seconds between the execution of each one of these techniques.",
            "tokens": [
                50964,
                293,
                321,
                434,
                516,
                281,
                1190,
                613,
                1045,
                7512,
                11,
                293,
                321,
                434,
                516,
                281,
                11140,
                1732,
                3949,
                1296,
                264,
                15058,
                295,
                1184,
                472,
                295,
                613,
                7512,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19510508638567628,
            "compression_ratio": 1.9333333333333333,
            "no_speech_prob": 0.2783203125,
            "words": [
                {
                    "start": 2726.52,
                    "end": 2726.82,
                    "word": " and",
                    "probability": 0.8935546875
                },
                {
                    "start": 2726.82,
                    "end": 2726.98,
                    "word": " we're",
                    "probability": 0.9296875
                },
                {
                    "start": 2726.98,
                    "end": 2727.04,
                    "word": " going",
                    "probability": 0.81494140625
                },
                {
                    "start": 2727.04,
                    "end": 2727.1,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 2727.1,
                    "end": 2727.32,
                    "word": " run",
                    "probability": 0.89794921875
                },
                {
                    "start": 2727.32,
                    "end": 2727.58,
                    "word": " these",
                    "probability": 0.6611328125
                },
                {
                    "start": 2727.58,
                    "end": 2728.16,
                    "word": " three",
                    "probability": 0.78515625
                },
                {
                    "start": 2728.16,
                    "end": 2729.08,
                    "word": " techniques",
                    "probability": 0.7890625
                },
                {
                    "start": 2729.08,
                    "end": 2729.38,
                    "word": ",",
                    "probability": 0.537109375
                },
                {
                    "start": 2729.38,
                    "end": 2729.46,
                    "word": " and",
                    "probability": 0.8935546875
                },
                {
                    "start": 2729.46,
                    "end": 2729.62,
                    "word": " we're",
                    "probability": 0.9326171875
                },
                {
                    "start": 2729.62,
                    "end": 2729.66,
                    "word": " going",
                    "probability": 0.8359375
                },
                {
                    "start": 2729.66,
                    "end": 2729.9,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 2729.9,
                    "end": 2730.34,
                    "word": " slip",
                    "probability": 0.5947265625
                },
                {
                    "start": 2730.34,
                    "end": 2730.74,
                    "word": " five",
                    "probability": 0.78662109375
                },
                {
                    "start": 2730.74,
                    "end": 2731.14,
                    "word": " seconds",
                    "probability": 0.7236328125
                },
                {
                    "start": 2731.14,
                    "end": 2731.58,
                    "word": " between",
                    "probability": 0.79052734375
                },
                {
                    "start": 2731.58,
                    "end": 2731.86,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 2731.86,
                    "end": 2732.24,
                    "word": " execution",
                    "probability": 0.84716796875
                },
                {
                    "start": 2732.24,
                    "end": 2732.5,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 2732.5,
                    "end": 2732.74,
                    "word": " each",
                    "probability": 0.861328125
                },
                {
                    "start": 2732.74,
                    "end": 2732.88,
                    "word": " one",
                    "probability": 0.818359375
                },
                {
                    "start": 2732.88,
                    "end": 2733.0,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 2733.0,
                    "end": 2733.14,
                    "word": " these",
                    "probability": 0.703125
                },
                {
                    "start": 2733.14,
                    "end": 2733.58,
                    "word": " techniques",
                    "probability": 0.85498046875
                },
                {
                    "start": 2733.58,
                    "end": 2734.04,
                    "word": ".",
                    "probability": 0.91015625
                }
            ]
        },
        {
            "id": 429,
            "seek": 269126,
            "start": 2734.38,
            "end": 2740.88,
            "text": " So, we're going to pass the password of this service account that we're going to use to run the simulations against this host.",
            "tokens": [
                51364,
                407,
                11,
                321,
                434,
                516,
                281,
                1320,
                264,
                11524,
                295,
                341,
                2643,
                2696,
                300,
                321,
                434,
                516,
                281,
                764,
                281,
                1190,
                264,
                35138,
                1970,
                341,
                3975,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19510508638567628,
            "compression_ratio": 1.9333333333333333,
            "no_speech_prob": 0.2783203125,
            "words": [
                {
                    "start": 2734.38,
                    "end": 2734.84,
                    "word": " So",
                    "probability": 0.85400390625
                },
                {
                    "start": 2734.84,
                    "end": 2734.88,
                    "word": ",",
                    "probability": 0.298583984375
                },
                {
                    "start": 2734.88,
                    "end": 2735.0,
                    "word": " we're",
                    "probability": 0.9287109375
                },
                {
                    "start": 2735.0,
                    "end": 2735.02,
                    "word": " going",
                    "probability": 0.84716796875
                },
                {
                    "start": 2735.02,
                    "end": 2735.14,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 2735.14,
                    "end": 2735.42,
                    "word": " pass",
                    "probability": 0.8271484375
                },
                {
                    "start": 2735.42,
                    "end": 2735.58,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 2735.58,
                    "end": 2735.96,
                    "word": " password",
                    "probability": 0.89892578125
                },
                {
                    "start": 2735.96,
                    "end": 2736.28,
                    "word": " of",
                    "probability": 0.90234375
                },
                {
                    "start": 2736.28,
                    "end": 2736.54,
                    "word": " this",
                    "probability": 0.88232421875
                },
                {
                    "start": 2736.54,
                    "end": 2737.12,
                    "word": " service",
                    "probability": 0.80615234375
                },
                {
                    "start": 2737.12,
                    "end": 2737.48,
                    "word": " account",
                    "probability": 0.7880859375
                },
                {
                    "start": 2737.48,
                    "end": 2737.64,
                    "word": " that",
                    "probability": 0.86083984375
                },
                {
                    "start": 2737.64,
                    "end": 2737.82,
                    "word": " we're",
                    "probability": 0.92724609375
                },
                {
                    "start": 2737.82,
                    "end": 2737.88,
                    "word": " going",
                    "probability": 0.85107421875
                },
                {
                    "start": 2737.88,
                    "end": 2737.98,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 2737.98,
                    "end": 2738.2,
                    "word": " use",
                    "probability": 0.8115234375
                },
                {
                    "start": 2738.2,
                    "end": 2738.32,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 2738.32,
                    "end": 2738.42,
                    "word": " run",
                    "probability": 0.90966796875
                },
                {
                    "start": 2738.42,
                    "end": 2738.54,
                    "word": " the",
                    "probability": 0.74462890625
                },
                {
                    "start": 2738.54,
                    "end": 2739.06,
                    "word": " simulations",
                    "probability": 0.92333984375
                },
                {
                    "start": 2739.06,
                    "end": 2739.78,
                    "word": " against",
                    "probability": 0.81884765625
                },
                {
                    "start": 2739.78,
                    "end": 2740.12,
                    "word": " this",
                    "probability": 0.775390625
                },
                {
                    "start": 2740.12,
                    "end": 2740.42,
                    "word": " host",
                    "probability": 0.82568359375
                },
                {
                    "start": 2740.42,
                    "end": 2740.88,
                    "word": ".",
                    "probability": 0.95068359375
                }
            ]
        },
        {
            "id": 430,
            "seek": 271174,
            "start": 2741.74,
            "end": 2751.18,
            "text": " So, we see here that the scout gets uploaded, recon happens, and we identify that Judy Brody is logged in on this host.",
            "tokens": [
                50414,
                407,
                11,
                321,
                536,
                510,
                300,
                264,
                34392,
                2170,
                17135,
                11,
                9993,
                2314,
                11,
                293,
                321,
                5876,
                300,
                24577,
                5425,
                3173,
                307,
                27231,
                294,
                322,
                341,
                3975,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2017389072045203,
            "compression_ratio": 1.4624277456647399,
            "no_speech_prob": 0.1942138671875,
            "words": [
                {
                    "start": 2741.74,
                    "end": 2742.42,
                    "word": " So",
                    "probability": 0.56201171875
                },
                {
                    "start": 2742.42,
                    "end": 2742.7,
                    "word": ",",
                    "probability": 0.33154296875
                },
                {
                    "start": 2742.7,
                    "end": 2742.82,
                    "word": " we",
                    "probability": 0.89892578125
                },
                {
                    "start": 2742.82,
                    "end": 2743.16,
                    "word": " see",
                    "probability": 0.822265625
                },
                {
                    "start": 2743.16,
                    "end": 2743.72,
                    "word": " here",
                    "probability": 0.8193359375
                },
                {
                    "start": 2743.72,
                    "end": 2745.08,
                    "word": " that",
                    "probability": 0.6630859375
                },
                {
                    "start": 2745.08,
                    "end": 2745.64,
                    "word": " the",
                    "probability": 0.79052734375
                },
                {
                    "start": 2745.64,
                    "end": 2745.92,
                    "word": " scout",
                    "probability": 0.491943359375
                },
                {
                    "start": 2745.92,
                    "end": 2746.16,
                    "word": " gets",
                    "probability": 0.7998046875
                },
                {
                    "start": 2746.16,
                    "end": 2746.82,
                    "word": " uploaded",
                    "probability": 0.443115234375
                },
                {
                    "start": 2746.82,
                    "end": 2747.32,
                    "word": ",",
                    "probability": 0.7783203125
                },
                {
                    "start": 2747.32,
                    "end": 2747.54,
                    "word": " recon",
                    "probability": 0.6787109375
                },
                {
                    "start": 2747.54,
                    "end": 2748.08,
                    "word": " happens",
                    "probability": 0.9150390625
                },
                {
                    "start": 2748.08,
                    "end": 2748.22,
                    "word": ",",
                    "probability": 0.56884765625
                },
                {
                    "start": 2748.22,
                    "end": 2748.28,
                    "word": " and",
                    "probability": 0.89208984375
                },
                {
                    "start": 2748.28,
                    "end": 2748.4,
                    "word": " we",
                    "probability": 0.89404296875
                },
                {
                    "start": 2748.4,
                    "end": 2748.78,
                    "word": " identify",
                    "probability": 0.68798828125
                },
                {
                    "start": 2748.78,
                    "end": 2749.08,
                    "word": " that",
                    "probability": 0.8671875
                },
                {
                    "start": 2749.08,
                    "end": 2749.32,
                    "word": " Judy",
                    "probability": 0.78271484375
                },
                {
                    "start": 2749.32,
                    "end": 2749.72,
                    "word": " Brody",
                    "probability": 0.83935546875
                },
                {
                    "start": 2749.72,
                    "end": 2749.88,
                    "word": " is",
                    "probability": 0.76123046875
                },
                {
                    "start": 2749.88,
                    "end": 2750.08,
                    "word": " logged",
                    "probability": 0.7119140625
                },
                {
                    "start": 2750.08,
                    "end": 2750.28,
                    "word": " in",
                    "probability": 0.900390625
                },
                {
                    "start": 2750.28,
                    "end": 2750.4,
                    "word": " on",
                    "probability": 0.89453125
                },
                {
                    "start": 2750.4,
                    "end": 2750.58,
                    "word": " this",
                    "probability": 0.86572265625
                },
                {
                    "start": 2750.58,
                    "end": 2750.84,
                    "word": " host",
                    "probability": 0.82373046875
                },
                {
                    "start": 2750.84,
                    "end": 2751.18,
                    "word": ".",
                    "probability": 0.88037109375
                }
            ]
        },
        {
            "id": 431,
            "seek": 271174,
            "start": 2751.18,
            "end": 2761.36,
            "text": " So, now the simulator is uploaded to a path within the user's profile, making it look as if Judy downloaded a fake Firefox installer.",
            "tokens": [
                50864,
                407,
                11,
                586,
                264,
                32974,
                307,
                17135,
                281,
                257,
                3100,
                1951,
                264,
                4195,
                311,
                7964,
                11,
                1455,
                309,
                574,
                382,
                498,
                24577,
                21748,
                257,
                7592,
                46613,
                46620,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2017389072045203,
            "compression_ratio": 1.4624277456647399,
            "no_speech_prob": 0.1942138671875,
            "words": [
                {
                    "start": 2751.18,
                    "end": 2751.36,
                    "word": " So",
                    "probability": 0.87158203125
                },
                {
                    "start": 2751.36,
                    "end": 2751.4,
                    "word": ",",
                    "probability": 0.533203125
                },
                {
                    "start": 2751.4,
                    "end": 2751.54,
                    "word": " now",
                    "probability": 0.88720703125
                },
                {
                    "start": 2751.54,
                    "end": 2751.74,
                    "word": " the",
                    "probability": 0.5595703125
                },
                {
                    "start": 2751.74,
                    "end": 2752.46,
                    "word": " simulator",
                    "probability": 0.8251953125
                },
                {
                    "start": 2752.46,
                    "end": 2752.64,
                    "word": " is",
                    "probability": 0.8115234375
                },
                {
                    "start": 2752.64,
                    "end": 2753.0,
                    "word": " uploaded",
                    "probability": 0.64892578125
                },
                {
                    "start": 2753.0,
                    "end": 2753.48,
                    "word": " to",
                    "probability": 0.8896484375
                },
                {
                    "start": 2753.86,
                    "end": 2754.26,
                    "word": " a path",
                    "probability": 0.81787109375
                },
                {
                    "start": 2754.26,
                    "end": 2755.2,
                    "word": " within",
                    "probability": 0.79150390625
                },
                {
                    "start": 2755.2,
                    "end": 2755.46,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 2755.46,
                    "end": 2755.82,
                    "word": " user's",
                    "probability": 0.884765625
                },
                {
                    "start": 2755.82,
                    "end": 2756.24,
                    "word": " profile",
                    "probability": 0.861328125
                },
                {
                    "start": 2756.24,
                    "end": 2756.64,
                    "word": ",",
                    "probability": 0.7734375
                },
                {
                    "start": 2756.64,
                    "end": 2757.34,
                    "word": " making",
                    "probability": 0.58837890625
                },
                {
                    "start": 2757.34,
                    "end": 2757.56,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 2757.56,
                    "end": 2757.74,
                    "word": " look",
                    "probability": 0.9248046875
                },
                {
                    "start": 2757.74,
                    "end": 2757.94,
                    "word": " as",
                    "probability": 0.90087890625
                },
                {
                    "start": 2757.94,
                    "end": 2758.22,
                    "word": " if",
                    "probability": 0.8974609375
                },
                {
                    "start": 2758.22,
                    "end": 2758.58,
                    "word": " Judy",
                    "probability": 0.88720703125
                },
                {
                    "start": 2758.58,
                    "end": 2759.12,
                    "word": " downloaded",
                    "probability": 0.826171875
                },
                {
                    "start": 2759.46,
                    "end": 2759.9,
                    "word": " a fake",
                    "probability": 0.8330078125
                },
                {
                    "start": 2759.9,
                    "end": 2760.3,
                    "word": " Firefox",
                    "probability": 0.8388671875
                },
                {
                    "start": 2760.3,
                    "end": 2760.78,
                    "word": " installer",
                    "probability": 0.6650390625
                },
                {
                    "start": 2760.78,
                    "end": 2761.36,
                    "word": ".",
                    "probability": 0.84326171875
                }
            ]
        },
        {
            "id": 432,
            "seek": 273814,
            "start": 2761.36,
            "end": 2772.96,
            "text": " Then the simulation runs using parent process ID spoofing, so making Firefox installer a child process of Explorer running under the context of Judy.",
            "tokens": [
                50364,
                1396,
                264,
                16575,
                6676,
                1228,
                2596,
                1399,
                7348,
                637,
                29496,
                278,
                11,
                370,
                1455,
                46613,
                46620,
                257,
                1440,
                1399,
                295,
                31895,
                2614,
                833,
                264,
                4319,
                295,
                24577,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2008659710367042,
            "compression_ratio": 1.59009009009009,
            "no_speech_prob": 0.1112060546875,
            "words": [
                {
                    "start": 2761.36,
                    "end": 2761.56,
                    "word": " Then",
                    "probability": 0.489013671875
                },
                {
                    "start": 2761.56,
                    "end": 2761.76,
                    "word": " the",
                    "probability": 0.75341796875
                },
                {
                    "start": 2761.76,
                    "end": 2762.22,
                    "word": " simulation",
                    "probability": 0.9306640625
                },
                {
                    "start": 2762.22,
                    "end": 2762.7,
                    "word": " runs",
                    "probability": 0.8359375
                },
                {
                    "start": 2762.7,
                    "end": 2763.16,
                    "word": " using",
                    "probability": 0.78759765625
                },
                {
                    "start": 2763.16,
                    "end": 2763.66,
                    "word": " parent",
                    "probability": 0.6328125
                },
                {
                    "start": 2763.66,
                    "end": 2764.12,
                    "word": " process",
                    "probability": 0.82568359375
                },
                {
                    "start": 2764.12,
                    "end": 2764.42,
                    "word": " ID",
                    "probability": 0.64404296875
                },
                {
                    "start": 2764.42,
                    "end": 2765.02,
                    "word": " spoofing",
                    "probability": 0.951171875
                },
                {
                    "start": 2765.02,
                    "end": 2765.42,
                    "word": ",",
                    "probability": 0.38525390625
                },
                {
                    "start": 2765.42,
                    "end": 2765.66,
                    "word": " so",
                    "probability": 0.84814453125
                },
                {
                    "start": 2765.66,
                    "end": 2766.14,
                    "word": " making",
                    "probability": 0.7607421875
                },
                {
                    "start": 2766.14,
                    "end": 2766.7,
                    "word": " Firefox",
                    "probability": 0.83837890625
                },
                {
                    "start": 2766.7,
                    "end": 2767.46,
                    "word": " installer",
                    "probability": 0.50634765625
                },
                {
                    "start": 2767.86,
                    "end": 2768.08,
                    "word": " a child",
                    "probability": 0.7744140625
                },
                {
                    "start": 2768.08,
                    "end": 2768.4,
                    "word": " process",
                    "probability": 0.78857421875
                },
                {
                    "start": 2768.4,
                    "end": 2768.6,
                    "word": " of",
                    "probability": 0.87109375
                },
                {
                    "start": 2768.6,
                    "end": 2769.1,
                    "word": " Explorer",
                    "probability": 0.6416015625
                },
                {
                    "start": 2769.1,
                    "end": 2769.44,
                    "word": " running",
                    "probability": 0.68701171875
                },
                {
                    "start": 2769.44,
                    "end": 2770.46,
                    "word": " under",
                    "probability": 0.80517578125
                },
                {
                    "start": 2770.46,
                    "end": 2770.7,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 2770.7,
                    "end": 2771.22,
                    "word": " context",
                    "probability": 0.744140625
                },
                {
                    "start": 2771.22,
                    "end": 2771.88,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2771.88,
                    "end": 2772.4,
                    "word": " Judy",
                    "probability": 0.0024890899658203125
                },
                {
                    "start": 2772.4,
                    "end": 2772.96,
                    "word": ".",
                    "probability": 0.951171875
                }
            ]
        },
        {
            "id": 433,
            "seek": 273814,
            "start": 2772.96,
            "end": 2777.78,
            "text": " And as I was mentioning before, this is the report that we get back.",
            "tokens": [
                50914,
                400,
                382,
                286,
                390,
                18315,
                949,
                11,
                341,
                307,
                264,
                2275,
                300,
                321,
                483,
                646,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2008659710367042,
            "compression_ratio": 1.59009009009009,
            "no_speech_prob": 0.1112060546875,
            "words": [
                {
                    "start": 2772.96,
                    "end": 2773.3,
                    "word": " And",
                    "probability": 0.82470703125
                },
                {
                    "start": 2773.3,
                    "end": 2773.6,
                    "word": " as",
                    "probability": 0.86767578125
                },
                {
                    "start": 2773.6,
                    "end": 2773.7,
                    "word": " I",
                    "probability": 0.99169921875
                },
                {
                    "start": 2773.7,
                    "end": 2773.8,
                    "word": " was",
                    "probability": 0.8310546875
                },
                {
                    "start": 2773.8,
                    "end": 2775.16,
                    "word": " mentioning",
                    "probability": 0.1517333984375
                },
                {
                    "start": 2775.16,
                    "end": 2775.62,
                    "word": " before",
                    "probability": 0.7958984375
                },
                {
                    "start": 2775.62,
                    "end": 2775.94,
                    "word": ",",
                    "probability": 0.970703125
                },
                {
                    "start": 2775.94,
                    "end": 2776.28,
                    "word": " this",
                    "probability": 0.88232421875
                },
                {
                    "start": 2776.28,
                    "end": 2776.44,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 2776.44,
                    "end": 2776.6,
                    "word": " the",
                    "probability": 0.78173828125
                },
                {
                    "start": 2776.6,
                    "end": 2776.96,
                    "word": " report",
                    "probability": 0.85986328125
                },
                {
                    "start": 2776.96,
                    "end": 2777.12,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 2777.12,
                    "end": 2777.26,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 2777.26,
                    "end": 2777.42,
                    "word": " get",
                    "probability": 0.88671875
                },
                {
                    "start": 2777.42,
                    "end": 2777.7,
                    "word": " back",
                    "probability": 0.84326171875
                },
                {
                    "start": 2777.7,
                    "end": 2777.78,
                    "word": ".",
                    "probability": 0.84326171875
                }
            ]
        },
        {
            "id": 434,
            "seek": 273814,
            "start": 2777.78,
            "end": 2787.76,
            "text": " So, we see all the details of when it ran, which technique, again, from which process ID, from which path, which command was executed.",
            "tokens": [
                51164,
                407,
                11,
                321,
                536,
                439,
                264,
                4365,
                295,
                562,
                309,
                5872,
                11,
                597,
                6532,
                11,
                797,
                11,
                490,
                597,
                1399,
                7348,
                11,
                490,
                597,
                3100,
                11,
                597,
                5622,
                390,
                17577,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2008659710367042,
            "compression_ratio": 1.59009009009009,
            "no_speech_prob": 0.1112060546875,
            "words": [
                {
                    "start": 2777.78,
                    "end": 2777.9,
                    "word": " So",
                    "probability": 0.8974609375
                },
                {
                    "start": 2777.9,
                    "end": 2777.98,
                    "word": ",",
                    "probability": 0.1251220703125
                },
                {
                    "start": 2777.98,
                    "end": 2778.06,
                    "word": " we",
                    "probability": 0.904296875
                },
                {
                    "start": 2778.06,
                    "end": 2778.32,
                    "word": " see",
                    "probability": 0.8115234375
                },
                {
                    "start": 2778.32,
                    "end": 2778.58,
                    "word": " all",
                    "probability": 0.8994140625
                },
                {
                    "start": 2778.58,
                    "end": 2778.7,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 2778.7,
                    "end": 2779.12,
                    "word": " details",
                    "probability": 0.740234375
                },
                {
                    "start": 2779.12,
                    "end": 2779.32,
                    "word": " of",
                    "probability": 0.8564453125
                },
                {
                    "start": 2779.32,
                    "end": 2779.64,
                    "word": " when",
                    "probability": 0.86669921875
                },
                {
                    "start": 2779.64,
                    "end": 2779.78,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 2779.78,
                    "end": 2780.12,
                    "word": " ran",
                    "probability": 0.2276611328125
                },
                {
                    "start": 2780.12,
                    "end": 2780.52,
                    "word": ",",
                    "probability": 0.9736328125
                },
                {
                    "start": 2780.52,
                    "end": 2780.72,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 2780.72,
                    "end": 2781.32,
                    "word": " technique",
                    "probability": 0.90185546875
                },
                {
                    "start": 2781.32,
                    "end": 2781.62,
                    "word": ",",
                    "probability": 0.76220703125
                },
                {
                    "start": 2781.62,
                    "end": 2781.84,
                    "word": " again",
                    "probability": 0.87841796875
                },
                {
                    "start": 2781.84,
                    "end": 2781.94,
                    "word": ",",
                    "probability": 0.75537109375
                },
                {
                    "start": 2781.94,
                    "end": 2782.26,
                    "word": " from",
                    "probability": 0.810546875
                },
                {
                    "start": 2782.26,
                    "end": 2782.5,
                    "word": " which",
                    "probability": 0.91845703125
                },
                {
                    "start": 2782.5,
                    "end": 2782.96,
                    "word": " process",
                    "probability": 0.87060546875
                },
                {
                    "start": 2782.96,
                    "end": 2783.38,
                    "word": " ID",
                    "probability": 0.884765625
                },
                {
                    "start": 2783.38,
                    "end": 2784.04,
                    "word": ",",
                    "probability": 0.95751953125
                },
                {
                    "start": 2784.04,
                    "end": 2784.34,
                    "word": " from",
                    "probability": 0.80908203125
                },
                {
                    "start": 2784.34,
                    "end": 2784.7,
                    "word": " which",
                    "probability": 0.9111328125
                },
                {
                    "start": 2784.7,
                    "end": 2785.34,
                    "word": " path",
                    "probability": 0.833984375
                },
                {
                    "start": 2785.34,
                    "end": 2785.84,
                    "word": ",",
                    "probability": 0.9794921875
                },
                {
                    "start": 2785.84,
                    "end": 2786.22,
                    "word": " which",
                    "probability": 0.7724609375
                },
                {
                    "start": 2786.22,
                    "end": 2786.8,
                    "word": " command",
                    "probability": 0.75830078125
                },
                {
                    "start": 2786.8,
                    "end": 2787.04,
                    "word": " was",
                    "probability": 0.8935546875
                },
                {
                    "start": 2787.04,
                    "end": 2787.56,
                    "word": " executed",
                    "probability": 0.91943359375
                },
                {
                    "start": 2787.56,
                    "end": 2787.76,
                    "word": ".",
                    "probability": 0.822265625
                }
            ]
        },
        {
            "id": 435,
            "seek": 276196,
            "start": 2787.76,
            "end": 2797.7,
            "text": " In this case, we have a parser command, we have CMD, who am I, a simple who am I, and then we execute what looks to be a malicious Jscript file.",
            "tokens": [
                50364,
                682,
                341,
                1389,
                11,
                321,
                362,
                257,
                21156,
                260,
                5622,
                11,
                321,
                362,
                20424,
                35,
                11,
                567,
                669,
                286,
                11,
                257,
                2199,
                567,
                669,
                286,
                11,
                293,
                550,
                321,
                14483,
                437,
                1542,
                281,
                312,
                257,
                33496,
                508,
                82,
                5944,
                3991,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26024306350284154,
            "compression_ratio": 1.5639810426540284,
            "no_speech_prob": 0.256591796875,
            "words": [
                {
                    "start": 2787.76,
                    "end": 2787.84,
                    "word": " In",
                    "probability": 0.6845703125
                },
                {
                    "start": 2787.84,
                    "end": 2788.02,
                    "word": " this",
                    "probability": 0.875
                },
                {
                    "start": 2788.02,
                    "end": 2788.3,
                    "word": " case",
                    "probability": 0.81201171875
                },
                {
                    "start": 2788.3,
                    "end": 2788.36,
                    "word": ",",
                    "probability": 0.81640625
                },
                {
                    "start": 2788.36,
                    "end": 2788.48,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 2788.48,
                    "end": 2788.66,
                    "word": " have",
                    "probability": 0.8798828125
                },
                {
                    "start": 2788.8,
                    "end": 2789.1,
                    "word": " a parser",
                    "probability": 0.49444580078125
                },
                {
                    "start": 2789.1,
                    "end": 2789.58,
                    "word": " command",
                    "probability": 0.79296875
                },
                {
                    "start": 2789.58,
                    "end": 2790.08,
                    "word": ",",
                    "probability": 0.6474609375
                },
                {
                    "start": 2790.08,
                    "end": 2790.16,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 2790.16,
                    "end": 2790.38,
                    "word": " have",
                    "probability": 0.87890625
                },
                {
                    "start": 2790.38,
                    "end": 2791.08,
                    "word": " CMD",
                    "probability": 0.835205078125
                },
                {
                    "start": 2791.08,
                    "end": 2791.3,
                    "word": ",",
                    "probability": 0.8271484375
                },
                {
                    "start": 2791.3,
                    "end": 2791.46,
                    "word": " who",
                    "probability": 0.3369140625
                },
                {
                    "start": 2791.46,
                    "end": 2791.62,
                    "word": " am",
                    "probability": 0.76220703125
                },
                {
                    "start": 2791.62,
                    "end": 2791.82,
                    "word": " I",
                    "probability": 0.99072265625
                },
                {
                    "start": 2791.82,
                    "end": 2791.92,
                    "word": ",",
                    "probability": 0.67333984375
                },
                {
                    "start": 2792.0,
                    "end": 2792.36,
                    "word": " a simple",
                    "probability": 0.89501953125
                },
                {
                    "start": 2792.36,
                    "end": 2792.98,
                    "word": " who",
                    "probability": 0.388427734375
                },
                {
                    "start": 2792.98,
                    "end": 2793.1,
                    "word": " am",
                    "probability": 0.8876953125
                },
                {
                    "start": 2793.1,
                    "end": 2793.3,
                    "word": " I",
                    "probability": 0.9951171875
                },
                {
                    "start": 2793.3,
                    "end": 2793.38,
                    "word": ",",
                    "probability": 0.5341796875
                },
                {
                    "start": 2793.38,
                    "end": 2793.48,
                    "word": " and",
                    "probability": 0.8955078125
                },
                {
                    "start": 2793.48,
                    "end": 2793.7,
                    "word": " then",
                    "probability": 0.7294921875
                },
                {
                    "start": 2793.7,
                    "end": 2794.54,
                    "word": " we",
                    "probability": 0.8671875
                },
                {
                    "start": 2794.54,
                    "end": 2794.96,
                    "word": " execute",
                    "probability": 0.79052734375
                },
                {
                    "start": 2794.96,
                    "end": 2795.2,
                    "word": " what",
                    "probability": 0.88623046875
                },
                {
                    "start": 2795.2,
                    "end": 2795.4,
                    "word": " looks",
                    "probability": 0.796875
                },
                {
                    "start": 2795.4,
                    "end": 2795.52,
                    "word": " to",
                    "probability": 0.9033203125
                },
                {
                    "start": 2795.52,
                    "end": 2795.66,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 2795.8,
                    "end": 2796.14,
                    "word": " a malicious",
                    "probability": 0.80029296875
                },
                {
                    "start": 2796.14,
                    "end": 2796.8,
                    "word": " Jscript",
                    "probability": 0.5594889322916666
                },
                {
                    "start": 2796.8,
                    "end": 2797.26,
                    "word": " file",
                    "probability": 0.7744140625
                },
                {
                    "start": 2797.26,
                    "end": 2797.7,
                    "word": ".",
                    "probability": 0.326416015625
                }
            ]
        },
        {
            "id": 436,
            "seek": 276196,
            "start": 2797.96,
            "end": 2804.84,
            "text": " And all of them in the context of Judy, and then the PurpleShark will delete some of these logs files.",
            "tokens": [
                50864,
                400,
                439,
                295,
                552,
                294,
                264,
                4319,
                295,
                24577,
                11,
                293,
                550,
                264,
                28483,
                7774,
                809,
                486,
                12097,
                512,
                295,
                613,
                20820,
                7098,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26024306350284154,
            "compression_ratio": 1.5639810426540284,
            "no_speech_prob": 0.256591796875,
            "words": [
                {
                    "start": 2797.96,
                    "end": 2798.4,
                    "word": " And",
                    "probability": 0.88232421875
                },
                {
                    "start": 2798.4,
                    "end": 2798.62,
                    "word": " all",
                    "probability": 0.89453125
                },
                {
                    "start": 2798.62,
                    "end": 2798.76,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 2798.76,
                    "end": 2798.96,
                    "word": " them",
                    "probability": 0.74609375
                },
                {
                    "start": 2798.96,
                    "end": 2799.28,
                    "word": " in",
                    "probability": 0.83740234375
                },
                {
                    "start": 2799.28,
                    "end": 2799.4,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 2799.4,
                    "end": 2799.68,
                    "word": " context",
                    "probability": 0.89501953125
                },
                {
                    "start": 2799.68,
                    "end": 2799.86,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 2799.86,
                    "end": 2800.08,
                    "word": " Judy",
                    "probability": 0.779296875
                },
                {
                    "start": 2800.08,
                    "end": 2800.28,
                    "word": ",",
                    "probability": 0.52587890625
                },
                {
                    "start": 2800.28,
                    "end": 2800.4,
                    "word": " and",
                    "probability": 0.89453125
                },
                {
                    "start": 2800.4,
                    "end": 2800.78,
                    "word": " then",
                    "probability": 0.7236328125
                },
                {
                    "start": 2800.78,
                    "end": 2801.3,
                    "word": " the",
                    "probability": 0.73193359375
                },
                {
                    "start": 2801.3,
                    "end": 2802.36,
                    "word": " PurpleShark",
                    "probability": 0.4808349609375
                },
                {
                    "start": 2802.36,
                    "end": 2802.58,
                    "word": " will",
                    "probability": 0.78857421875
                },
                {
                    "start": 2802.58,
                    "end": 2803.0,
                    "word": " delete",
                    "probability": 0.78662109375
                },
                {
                    "start": 2803.0,
                    "end": 2803.6,
                    "word": " some",
                    "probability": 0.82080078125
                },
                {
                    "start": 2803.6,
                    "end": 2803.74,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2803.74,
                    "end": 2803.9,
                    "word": " these",
                    "probability": 0.70263671875
                },
                {
                    "start": 2803.9,
                    "end": 2804.16,
                    "word": " logs",
                    "probability": 0.71533203125
                },
                {
                    "start": 2804.16,
                    "end": 2804.46,
                    "word": " files",
                    "probability": 0.76513671875
                },
                {
                    "start": 2804.46,
                    "end": 2804.84,
                    "word": ".",
                    "probability": 0.99853515625
                }
            ]
        },
        {
            "id": 437,
            "seek": 276196,
            "start": 2804.84,
            "end": 2811.58,
            "text": " So, now we go to our Splunk environment to confirm these techniques were executed.",
            "tokens": [
                51214,
                407,
                11,
                586,
                321,
                352,
                281,
                527,
                19788,
                3197,
                2823,
                281,
                9064,
                613,
                7512,
                645,
                17577,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26024306350284154,
            "compression_ratio": 1.5639810426540284,
            "no_speech_prob": 0.256591796875,
            "words": [
                {
                    "start": 2804.84,
                    "end": 2804.96,
                    "word": " So",
                    "probability": 0.900390625
                },
                {
                    "start": 2804.96,
                    "end": 2805.02,
                    "word": ",",
                    "probability": 0.09942626953125
                },
                {
                    "start": 2805.02,
                    "end": 2805.1,
                    "word": " now",
                    "probability": 0.89208984375
                },
                {
                    "start": 2805.1,
                    "end": 2805.24,
                    "word": " we",
                    "probability": 0.86865234375
                },
                {
                    "start": 2805.24,
                    "end": 2805.44,
                    "word": " go",
                    "probability": 0.89697265625
                },
                {
                    "start": 2805.44,
                    "end": 2805.66,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 2805.66,
                    "end": 2805.96,
                    "word": " our",
                    "probability": 0.81103515625
                },
                {
                    "start": 2805.96,
                    "end": 2806.92,
                    "word": " Splunk",
                    "probability": 0.939697265625
                },
                {
                    "start": 2806.92,
                    "end": 2807.46,
                    "word": " environment",
                    "probability": 0.7568359375
                },
                {
                    "start": 2807.46,
                    "end": 2807.8,
                    "word": " to",
                    "probability": 0.87158203125
                },
                {
                    "start": 2807.8,
                    "end": 2808.3,
                    "word": " confirm",
                    "probability": 0.87109375
                },
                {
                    "start": 2808.3,
                    "end": 2809.38,
                    "word": " these",
                    "probability": 0.54443359375
                },
                {
                    "start": 2809.38,
                    "end": 2810.34,
                    "word": " techniques",
                    "probability": 0.87451171875
                },
                {
                    "start": 2810.34,
                    "end": 2810.56,
                    "word": " were",
                    "probability": 0.88134765625
                },
                {
                    "start": 2810.56,
                    "end": 2811.14,
                    "word": " executed",
                    "probability": 0.92919921875
                },
                {
                    "start": 2811.14,
                    "end": 2811.58,
                    "word": ".",
                    "probability": 0.91064453125
                }
            ]
        },
        {
            "id": 438,
            "seek": 279152,
            "start": 2813.0,
            "end": 2826.58,
            "text": " And as we can see here, we see the Scout running under the context of the PSharp service account and as a child process of WMIPRDSE.",
            "tokens": [
                50414,
                400,
                382,
                321,
                393,
                536,
                510,
                11,
                321,
                536,
                264,
                33971,
                2614,
                833,
                264,
                4319,
                295,
                264,
                8168,
                5854,
                79,
                2643,
                2696,
                293,
                382,
                257,
                1440,
                1399,
                295,
                343,
                44,
                9139,
                49,
                35,
                5879,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2647849347001763,
            "compression_ratio": 1.8578680203045685,
            "no_speech_prob": 0.50341796875,
            "words": [
                {
                    "start": 2813.0,
                    "end": 2813.58,
                    "word": " And",
                    "probability": 0.44140625
                },
                {
                    "start": 2813.58,
                    "end": 2814.16,
                    "word": " as",
                    "probability": 0.751953125
                },
                {
                    "start": 2814.16,
                    "end": 2814.28,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 2814.28,
                    "end": 2814.4,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 2814.4,
                    "end": 2814.7,
                    "word": " see",
                    "probability": 0.81103515625
                },
                {
                    "start": 2814.7,
                    "end": 2815.22,
                    "word": " here",
                    "probability": 0.8115234375
                },
                {
                    "start": 2815.22,
                    "end": 2815.8,
                    "word": ",",
                    "probability": 0.900390625
                },
                {
                    "start": 2815.8,
                    "end": 2816.02,
                    "word": " we",
                    "probability": 0.896484375
                },
                {
                    "start": 2816.02,
                    "end": 2817.14,
                    "word": " see",
                    "probability": 0.7451171875
                },
                {
                    "start": 2817.14,
                    "end": 2818.12,
                    "word": " the",
                    "probability": 0.7783203125
                },
                {
                    "start": 2818.12,
                    "end": 2818.5,
                    "word": " Scout",
                    "probability": 0.337158203125
                },
                {
                    "start": 2818.5,
                    "end": 2819.2,
                    "word": " running",
                    "probability": 0.8916015625
                },
                {
                    "start": 2819.2,
                    "end": 2820.08,
                    "word": " under",
                    "probability": 0.256103515625
                },
                {
                    "start": 2820.08,
                    "end": 2820.3,
                    "word": " the",
                    "probability": 0.8203125
                },
                {
                    "start": 2820.3,
                    "end": 2820.66,
                    "word": " context",
                    "probability": 0.7548828125
                },
                {
                    "start": 2820.66,
                    "end": 2821.02,
                    "word": " of",
                    "probability": 0.908203125
                },
                {
                    "start": 2821.02,
                    "end": 2821.82,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 2821.82,
                    "end": 2822.34,
                    "word": " PSharp",
                    "probability": 0.685302734375
                },
                {
                    "start": 2822.34,
                    "end": 2822.7,
                    "word": " service",
                    "probability": 0.66845703125
                },
                {
                    "start": 2822.7,
                    "end": 2823.12,
                    "word": " account",
                    "probability": 0.79736328125
                },
                {
                    "start": 2823.12,
                    "end": 2823.4,
                    "word": " and",
                    "probability": 0.63623046875
                },
                {
                    "start": 2823.4,
                    "end": 2823.54,
                    "word": " as",
                    "probability": 0.88671875
                },
                {
                    "start": 2823.68,
                    "end": 2823.86,
                    "word": " a child",
                    "probability": 0.77294921875
                },
                {
                    "start": 2823.86,
                    "end": 2824.2,
                    "word": " process",
                    "probability": 0.8212890625
                },
                {
                    "start": 2824.2,
                    "end": 2824.5,
                    "word": " of",
                    "probability": 0.89111328125
                },
                {
                    "start": 2824.5,
                    "end": 2826.2,
                    "word": " WMIPRDSE",
                    "probability": 0.7586873372395834
                },
                {
                    "start": 2826.2,
                    "end": 2826.58,
                    "word": ".",
                    "probability": 0.814453125
                }
            ]
        },
        {
            "id": 439,
            "seek": 279152,
            "start": 2826.72,
            "end": 2834.9,
            "text": " And then we see the simulator, now this time running on the context of Explorer and running under the context...",
            "tokens": [
                51114,
                400,
                550,
                321,
                536,
                264,
                32974,
                11,
                586,
                341,
                565,
                2614,
                322,
                264,
                4319,
                295,
                31895,
                293,
                2614,
                833,
                264,
                4319,
                485,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2647849347001763,
            "compression_ratio": 1.8578680203045685,
            "no_speech_prob": 0.50341796875,
            "words": [
                {
                    "start": 2826.72,
                    "end": 2827.3,
                    "word": " And",
                    "probability": 0.89697265625
                },
                {
                    "start": 2827.3,
                    "end": 2827.56,
                    "word": " then",
                    "probability": 0.72509765625
                },
                {
                    "start": 2827.56,
                    "end": 2828.0,
                    "word": " we",
                    "probability": 0.84912109375
                },
                {
                    "start": 2828.0,
                    "end": 2828.72,
                    "word": " see",
                    "probability": 0.82080078125
                },
                {
                    "start": 2828.72,
                    "end": 2829.32,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 2829.32,
                    "end": 2829.9,
                    "word": " simulator",
                    "probability": 0.642578125
                },
                {
                    "start": 2829.9,
                    "end": 2830.6,
                    "word": ",",
                    "probability": 0.39794921875
                },
                {
                    "start": 2830.6,
                    "end": 2830.74,
                    "word": " now",
                    "probability": 0.8349609375
                },
                {
                    "start": 2830.74,
                    "end": 2830.96,
                    "word": " this",
                    "probability": 0.80224609375
                },
                {
                    "start": 2830.96,
                    "end": 2831.14,
                    "word": " time",
                    "probability": 0.81396484375
                },
                {
                    "start": 2831.14,
                    "end": 2831.34,
                    "word": " running",
                    "probability": 0.60791015625
                },
                {
                    "start": 2831.34,
                    "end": 2831.52,
                    "word": " on",
                    "probability": 0.72998046875
                },
                {
                    "start": 2831.52,
                    "end": 2831.62,
                    "word": " the",
                    "probability": 0.8203125
                },
                {
                    "start": 2831.62,
                    "end": 2831.88,
                    "word": " context",
                    "probability": 0.408203125
                },
                {
                    "start": 2831.88,
                    "end": 2832.1,
                    "word": " of",
                    "probability": 0.90234375
                },
                {
                    "start": 2832.1,
                    "end": 2832.72,
                    "word": " Explorer",
                    "probability": 0.79052734375
                },
                {
                    "start": 2832.72,
                    "end": 2833.48,
                    "word": " and",
                    "probability": 0.67822265625
                },
                {
                    "start": 2833.48,
                    "end": 2833.82,
                    "word": " running",
                    "probability": 0.88671875
                },
                {
                    "start": 2833.82,
                    "end": 2834.02,
                    "word": " under",
                    "probability": 0.59765625
                },
                {
                    "start": 2834.02,
                    "end": 2834.18,
                    "word": " the",
                    "probability": 0.56103515625
                },
                {
                    "start": 2834.18,
                    "end": 2834.9,
                    "word": " context...",
                    "probability": 0.42681884765625
                }
            ]
        },
        {
            "id": 440,
            "seek": 279152,
            "start": 2834.9,
            "end": 2841.14,
            "text": " sorry, as a child process of Explorer and running on the context of Judy, so the real user who's logged in on that host.",
            "tokens": [
                51514,
                2597,
                11,
                382,
                257,
                1440,
                1399,
                295,
                31895,
                293,
                2614,
                322,
                264,
                4319,
                295,
                24577,
                11,
                370,
                264,
                957,
                4195,
                567,
                311,
                27231,
                294,
                322,
                300,
                3975,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2647849347001763,
            "compression_ratio": 1.8578680203045685,
            "no_speech_prob": 0.50341796875,
            "words": [
                {
                    "start": 2834.9,
                    "end": 2835.08,
                    "word": " sorry",
                    "probability": 0.0655517578125
                },
                {
                    "start": 2835.08,
                    "end": 2835.2,
                    "word": ",",
                    "probability": 0.921875
                },
                {
                    "start": 2835.2,
                    "end": 2835.34,
                    "word": " as",
                    "probability": 0.904296875
                },
                {
                    "start": 2835.46,
                    "end": 2835.64,
                    "word": " a child",
                    "probability": 0.7490234375
                },
                {
                    "start": 2835.64,
                    "end": 2835.94,
                    "word": " process",
                    "probability": 0.8251953125
                },
                {
                    "start": 2835.94,
                    "end": 2836.16,
                    "word": " of",
                    "probability": 0.90478515625
                },
                {
                    "start": 2836.16,
                    "end": 2836.56,
                    "word": " Explorer",
                    "probability": 0.86767578125
                },
                {
                    "start": 2836.56,
                    "end": 2837.24,
                    "word": " and",
                    "probability": 0.70556640625
                },
                {
                    "start": 2837.24,
                    "end": 2837.5,
                    "word": " running",
                    "probability": 0.87451171875
                },
                {
                    "start": 2837.5,
                    "end": 2837.62,
                    "word": " on",
                    "probability": 0.84814453125
                },
                {
                    "start": 2837.62,
                    "end": 2837.72,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 2837.72,
                    "end": 2838.02,
                    "word": " context",
                    "probability": 0.78076171875
                },
                {
                    "start": 2838.02,
                    "end": 2838.26,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 2838.26,
                    "end": 2838.5,
                    "word": " Judy",
                    "probability": 0.7158203125
                },
                {
                    "start": 2838.5,
                    "end": 2838.68,
                    "word": ",",
                    "probability": 0.51953125
                },
                {
                    "start": 2838.68,
                    "end": 2838.78,
                    "word": " so",
                    "probability": 0.86962890625
                },
                {
                    "start": 2838.78,
                    "end": 2838.96,
                    "word": " the",
                    "probability": 0.7939453125
                },
                {
                    "start": 2838.96,
                    "end": 2839.2,
                    "word": " real",
                    "probability": 0.86279296875
                },
                {
                    "start": 2839.2,
                    "end": 2839.54,
                    "word": " user",
                    "probability": 0.826171875
                },
                {
                    "start": 2839.54,
                    "end": 2839.84,
                    "word": " who's",
                    "probability": 0.814208984375
                },
                {
                    "start": 2839.84,
                    "end": 2840.04,
                    "word": " logged",
                    "probability": 0.71044921875
                },
                {
                    "start": 2840.04,
                    "end": 2840.22,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 2840.22,
                    "end": 2840.36,
                    "word": " on",
                    "probability": 0.89892578125
                },
                {
                    "start": 2840.36,
                    "end": 2840.52,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 2840.52,
                    "end": 2840.84,
                    "word": " host",
                    "probability": 0.8388671875
                },
                {
                    "start": 2840.84,
                    "end": 2841.14,
                    "word": ".",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 441,
            "seek": 281388,
            "start": 2841.14,
            "end": 2850.88,
            "text": " And then PowerShell is run, WhoAmI is run, and this suspicious Jscript is executed, right?",
            "tokens": [
                50364,
                400,
                550,
                7086,
                9526,
                285,
                307,
                1190,
                11,
                2102,
                16833,
                40,
                307,
                1190,
                11,
                293,
                341,
                17931,
                508,
                82,
                5944,
                307,
                17577,
                11,
                558,
                30,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26411291091672834,
            "compression_ratio": 1.4256756756756757,
            "no_speech_prob": 0.0267181396484375,
            "words": [
                {
                    "start": 2841.14,
                    "end": 2841.44,
                    "word": " And",
                    "probability": 0.6181640625
                },
                {
                    "start": 2841.44,
                    "end": 2841.7,
                    "word": " then",
                    "probability": 0.7119140625
                },
                {
                    "start": 2841.7,
                    "end": 2842.62,
                    "word": " PowerShell",
                    "probability": 0.8806966145833334
                },
                {
                    "start": 2842.62,
                    "end": 2842.8,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 2842.8,
                    "end": 2843.1,
                    "word": " run",
                    "probability": 0.80859375
                },
                {
                    "start": 2843.1,
                    "end": 2843.22,
                    "word": ",",
                    "probability": 0.728515625
                },
                {
                    "start": 2843.22,
                    "end": 2843.62,
                    "word": " WhoAmI",
                    "probability": 0.6158854166666666
                },
                {
                    "start": 2843.62,
                    "end": 2843.8,
                    "word": " is",
                    "probability": 0.876953125
                },
                {
                    "start": 2843.8,
                    "end": 2844.16,
                    "word": " run",
                    "probability": 0.9013671875
                },
                {
                    "start": 2844.16,
                    "end": 2844.3,
                    "word": ",",
                    "probability": 0.6943359375
                },
                {
                    "start": 2844.3,
                    "end": 2844.38,
                    "word": " and",
                    "probability": 0.8916015625
                },
                {
                    "start": 2844.38,
                    "end": 2844.58,
                    "word": " this",
                    "probability": 0.85498046875
                },
                {
                    "start": 2844.58,
                    "end": 2845.2,
                    "word": " suspicious",
                    "probability": 0.68603515625
                },
                {
                    "start": 2845.2,
                    "end": 2847.86,
                    "word": " Jscript",
                    "probability": 0.4154052734375
                },
                {
                    "start": 2847.86,
                    "end": 2849.32,
                    "word": " is",
                    "probability": 0.6904296875
                },
                {
                    "start": 2849.32,
                    "end": 2849.86,
                    "word": " executed",
                    "probability": 0.916015625
                },
                {
                    "start": 2849.86,
                    "end": 2850.14,
                    "word": ",",
                    "probability": 0.5302734375
                },
                {
                    "start": 2850.14,
                    "end": 2850.28,
                    "word": " right",
                    "probability": 0.8662109375
                },
                {
                    "start": 2850.28,
                    "end": 2850.88,
                    "word": "?",
                    "probability": 0.93017578125
                }
            ]
        },
        {
            "id": 442,
            "seek": 281388,
            "start": 2851.76,
            "end": 2863.5,
            "text": " And if we go to the 4104 PowerShell event, we can see how the script was actually just asleep, 20 seconds asleep, right?",
            "tokens": [
                50864,
                400,
                498,
                321,
                352,
                281,
                264,
                1017,
                3279,
                19,
                7086,
                9526,
                285,
                2280,
                11,
                321,
                393,
                536,
                577,
                264,
                5755,
                390,
                767,
                445,
                11039,
                11,
                945,
                3949,
                11039,
                11,
                558,
                30,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26411291091672834,
            "compression_ratio": 1.4256756756756757,
            "no_speech_prob": 0.0267181396484375,
            "words": [
                {
                    "start": 2851.76,
                    "end": 2852.36,
                    "word": " And",
                    "probability": 0.85205078125
                },
                {
                    "start": 2852.36,
                    "end": 2852.66,
                    "word": " if",
                    "probability": 0.876953125
                },
                {
                    "start": 2852.66,
                    "end": 2852.76,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 2852.76,
                    "end": 2852.98,
                    "word": " go",
                    "probability": 0.90234375
                },
                {
                    "start": 2852.98,
                    "end": 2853.24,
                    "word": " to",
                    "probability": 0.88427734375
                },
                {
                    "start": 2853.24,
                    "end": 2853.54,
                    "word": " the",
                    "probability": 0.8046875
                },
                {
                    "start": 2853.54,
                    "end": 2854.92,
                    "word": " 4104",
                    "probability": 0.90673828125
                },
                {
                    "start": 2854.92,
                    "end": 2856.1,
                    "word": " PowerShell",
                    "probability": 0.9313151041666666
                },
                {
                    "start": 2856.1,
                    "end": 2857.32,
                    "word": " event",
                    "probability": 0.270751953125
                },
                {
                    "start": 2857.32,
                    "end": 2857.74,
                    "word": ",",
                    "probability": 0.94482421875
                },
                {
                    "start": 2857.74,
                    "end": 2857.92,
                    "word": " we",
                    "probability": 0.89892578125
                },
                {
                    "start": 2857.92,
                    "end": 2858.12,
                    "word": " can",
                    "probability": 0.896484375
                },
                {
                    "start": 2858.12,
                    "end": 2858.54,
                    "word": " see",
                    "probability": 0.81884765625
                },
                {
                    "start": 2858.54,
                    "end": 2859.0,
                    "word": " how",
                    "probability": 0.8876953125
                },
                {
                    "start": 2859.0,
                    "end": 2859.94,
                    "word": " the",
                    "probability": 0.81201171875
                },
                {
                    "start": 2859.94,
                    "end": 2860.46,
                    "word": " script",
                    "probability": 0.74267578125
                },
                {
                    "start": 2860.46,
                    "end": 2860.64,
                    "word": " was",
                    "probability": 0.5927734375
                },
                {
                    "start": 2860.64,
                    "end": 2860.86,
                    "word": " actually",
                    "probability": 0.75830078125
                },
                {
                    "start": 2860.86,
                    "end": 2861.14,
                    "word": " just",
                    "probability": 0.88232421875
                },
                {
                    "start": 2861.14,
                    "end": 2861.68,
                    "word": " asleep",
                    "probability": 0.29736328125
                },
                {
                    "start": 2861.68,
                    "end": 2861.86,
                    "word": ",",
                    "probability": 0.7373046875
                },
                {
                    "start": 2861.86,
                    "end": 2862.04,
                    "word": " 20",
                    "probability": 0.8056640625
                },
                {
                    "start": 2862.04,
                    "end": 2862.36,
                    "word": " seconds",
                    "probability": 0.58154296875
                },
                {
                    "start": 2862.36,
                    "end": 2862.74,
                    "word": " asleep",
                    "probability": 0.42822265625
                },
                {
                    "start": 2862.74,
                    "end": 2862.88,
                    "word": ",",
                    "probability": 0.845703125
                },
                {
                    "start": 2862.88,
                    "end": 2863.12,
                    "word": " right",
                    "probability": 0.87158203125
                },
                {
                    "start": 2863.12,
                    "end": 2863.5,
                    "word": "?",
                    "probability": 0.96337890625
                }
            ]
        },
        {
            "id": 443,
            "seek": 283938,
            "start": 2863.5,
            "end": 2871.98,
            "text": " So, as a simple test, we confirm that this simulation run three techniques remotely, really easy with one command.",
            "tokens": [
                50364,
                407,
                11,
                382,
                257,
                2199,
                1500,
                11,
                321,
                9064,
                300,
                341,
                16575,
                1190,
                1045,
                7512,
                20824,
                11,
                534,
                1858,
                365,
                472,
                5622,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2863.5,
                    "end": 2863.86,
                    "word": " So",
                    "probability": 0.71484375
                },
                {
                    "start": 2863.86,
                    "end": 2864.56,
                    "word": ",",
                    "probability": 0.77294921875
                },
                {
                    "start": 2864.56,
                    "end": 2865.12,
                    "word": " as",
                    "probability": 0.65234375
                },
                {
                    "start": 2865.26,
                    "end": 2865.5,
                    "word": " a simple",
                    "probability": 0.88671875
                },
                {
                    "start": 2865.5,
                    "end": 2865.82,
                    "word": " test",
                    "probability": 0.83251953125
                },
                {
                    "start": 2865.82,
                    "end": 2865.94,
                    "word": ",",
                    "probability": 0.91259765625
                },
                {
                    "start": 2865.94,
                    "end": 2866.0,
                    "word": " we",
                    "probability": 0.90185546875
                },
                {
                    "start": 2866.0,
                    "end": 2866.46,
                    "word": " confirm",
                    "probability": 0.390869140625
                },
                {
                    "start": 2866.46,
                    "end": 2866.72,
                    "word": " that",
                    "probability": 0.76171875
                },
                {
                    "start": 2866.72,
                    "end": 2866.98,
                    "word": " this",
                    "probability": 0.86669921875
                },
                {
                    "start": 2866.98,
                    "end": 2867.98,
                    "word": " simulation",
                    "probability": 0.92724609375
                },
                {
                    "start": 2867.98,
                    "end": 2868.4,
                    "word": " run",
                    "probability": 0.374755859375
                },
                {
                    "start": 2868.4,
                    "end": 2868.66,
                    "word": " three",
                    "probability": 0.68212890625
                },
                {
                    "start": 2868.66,
                    "end": 2869.32,
                    "word": " techniques",
                    "probability": 0.8564453125
                },
                {
                    "start": 2869.32,
                    "end": 2870.06,
                    "word": " remotely",
                    "probability": 0.685546875
                },
                {
                    "start": 2870.06,
                    "end": 2870.22,
                    "word": ",",
                    "probability": 0.44580078125
                },
                {
                    "start": 2870.22,
                    "end": 2870.48,
                    "word": " really",
                    "probability": 0.7265625
                },
                {
                    "start": 2870.48,
                    "end": 2870.82,
                    "word": " easy",
                    "probability": 0.81689453125
                },
                {
                    "start": 2870.82,
                    "end": 2871.02,
                    "word": " with",
                    "probability": 0.56396484375
                },
                {
                    "start": 2871.02,
                    "end": 2871.22,
                    "word": " one",
                    "probability": 0.83154296875
                },
                {
                    "start": 2871.22,
                    "end": 2871.62,
                    "word": " command",
                    "probability": 0.76611328125
                },
                {
                    "start": 2871.62,
                    "end": 2871.98,
                    "word": ".",
                    "probability": 0.58935546875
                }
            ]
        },
        {
            "id": 444,
            "seek": 283938,
            "start": 2871.98,
            "end": 2873.94,
            "text": " We can run with PurpleShark.",
            "tokens": [
                50764,
                492,
                393,
                1190,
                365,
                28483,
                7774,
                809,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2871.98,
                    "end": 2872.18,
                    "word": " We",
                    "probability": 0.9150390625
                },
                {
                    "start": 2872.18,
                    "end": 2872.32,
                    "word": " can",
                    "probability": 0.8857421875
                },
                {
                    "start": 2872.32,
                    "end": 2872.52,
                    "word": " run",
                    "probability": 0.8935546875
                },
                {
                    "start": 2872.52,
                    "end": 2872.72,
                    "word": " with",
                    "probability": 0.79296875
                },
                {
                    "start": 2872.72,
                    "end": 2873.38,
                    "word": " PurpleShark",
                    "probability": 0.2720540364583333
                },
                {
                    "start": 2873.38,
                    "end": 2873.94,
                    "word": ".",
                    "probability": 0.99267578125
                }
            ]
        },
        {
            "id": 445,
            "seek": 283938,
            "start": 2874.82,
            "end": 2878.08,
            "text": " We'll go to the next one real quick.",
            "tokens": [
                50864,
                492,
                603,
                352,
                281,
                264,
                958,
                472,
                957,
                1702,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2874.82,
                    "end": 2875.2,
                    "word": " We'll",
                    "probability": 0.89013671875
                },
                {
                    "start": 2875.2,
                    "end": 2875.46,
                    "word": " go",
                    "probability": 0.89697265625
                },
                {
                    "start": 2875.46,
                    "end": 2875.86,
                    "word": " to",
                    "probability": 0.89892578125
                },
                {
                    "start": 2875.86,
                    "end": 2876.08,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2876.08,
                    "end": 2876.32,
                    "word": " next",
                    "probability": 0.86279296875
                },
                {
                    "start": 2876.32,
                    "end": 2876.6,
                    "word": " one",
                    "probability": 0.81982421875
                },
                {
                    "start": 2876.6,
                    "end": 2876.84,
                    "word": " real",
                    "probability": 0.80322265625
                },
                {
                    "start": 2876.84,
                    "end": 2877.52,
                    "word": " quick",
                    "probability": 0.921875
                },
                {
                    "start": 2877.52,
                    "end": 2878.08,
                    "word": ".",
                    "probability": 0.97900390625
                }
            ]
        },
        {
            "id": 446,
            "seek": 283938,
            "start": 2878.5,
            "end": 2881.62,
            "text": " Let's see, I'm just going to fast forward because of time here.",
            "tokens": [
                51064,
                961,
                311,
                536,
                11,
                286,
                478,
                445,
                516,
                281,
                2370,
                2128,
                570,
                295,
                565,
                510,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2878.5,
                    "end": 2878.84,
                    "word": " Let's",
                    "probability": 0.8525390625
                },
                {
                    "start": 2878.84,
                    "end": 2879.02,
                    "word": " see",
                    "probability": 0.8134765625
                },
                {
                    "start": 2879.02,
                    "end": 2879.08,
                    "word": ",",
                    "probability": 0.33154296875
                },
                {
                    "start": 2879.08,
                    "end": 2879.16,
                    "word": " I'm",
                    "probability": 0.9931640625
                },
                {
                    "start": 2879.16,
                    "end": 2879.3,
                    "word": " just",
                    "probability": 0.8662109375
                },
                {
                    "start": 2879.3,
                    "end": 2879.44,
                    "word": " going",
                    "probability": 0.6904296875
                },
                {
                    "start": 2879.44,
                    "end": 2879.54,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2879.54,
                    "end": 2879.76,
                    "word": " fast",
                    "probability": 0.837890625
                },
                {
                    "start": 2879.76,
                    "end": 2879.94,
                    "word": " forward",
                    "probability": 0.67626953125
                },
                {
                    "start": 2879.94,
                    "end": 2880.28,
                    "word": " because",
                    "probability": 0.74853515625
                },
                {
                    "start": 2880.28,
                    "end": 2880.44,
                    "word": " of",
                    "probability": 0.8994140625
                },
                {
                    "start": 2880.44,
                    "end": 2880.72,
                    "word": " time",
                    "probability": 0.80517578125
                },
                {
                    "start": 2880.72,
                    "end": 2881.06,
                    "word": " here",
                    "probability": 0.7802734375
                },
                {
                    "start": 2881.06,
                    "end": 2881.62,
                    "word": ".",
                    "probability": 0.9599609375
                }
            ]
        },
        {
            "id": 447,
            "seek": 283938,
            "start": 2881.82,
            "end": 2884.36,
            "text": " We're going to execute a different technique.",
            "tokens": [
                51264,
                492,
                434,
                516,
                281,
                14483,
                257,
                819,
                6532,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2881.82,
                    "end": 2882.24,
                    "word": " We're",
                    "probability": 0.927490234375
                },
                {
                    "start": 2882.24,
                    "end": 2882.3,
                    "word": " going",
                    "probability": 0.8349609375
                },
                {
                    "start": 2882.3,
                    "end": 2882.38,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 2882.38,
                    "end": 2882.7,
                    "word": " execute",
                    "probability": 0.85498046875
                },
                {
                    "start": 2882.9,
                    "end": 2883.28,
                    "word": " a different",
                    "probability": 0.7109375
                },
                {
                    "start": 2883.28,
                    "end": 2883.8,
                    "word": " technique",
                    "probability": 0.90625
                },
                {
                    "start": 2883.8,
                    "end": 2884.36,
                    "word": ".",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 448,
            "seek": 283938,
            "start": 2885.92,
            "end": 2889.0,
            "text": " I honestly forgot what this technique is.",
            "tokens": [
                51414,
                286,
                6095,
                5298,
                437,
                341,
                6532,
                307,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21626420454545456,
            "compression_ratio": 1.544186046511628,
            "no_speech_prob": 0.2119140625,
            "words": [
                {
                    "start": 2885.92,
                    "end": 2886.48,
                    "word": " I",
                    "probability": 0.99560546875
                },
                {
                    "start": 2886.48,
                    "end": 2886.9,
                    "word": " honestly",
                    "probability": 0.71923828125
                },
                {
                    "start": 2886.9,
                    "end": 2887.38,
                    "word": " forgot",
                    "probability": 0.75830078125
                },
                {
                    "start": 2887.38,
                    "end": 2887.68,
                    "word": " what",
                    "probability": 0.8828125
                },
                {
                    "start": 2887.68,
                    "end": 2887.92,
                    "word": " this",
                    "probability": 0.88427734375
                },
                {
                    "start": 2887.92,
                    "end": 2888.32,
                    "word": " technique",
                    "probability": 0.90771484375
                },
                {
                    "start": 2888.32,
                    "end": 2888.84,
                    "word": " is",
                    "probability": 0.896484375
                },
                {
                    "start": 2888.84,
                    "end": 2889.0,
                    "word": ".",
                    "probability": 0.89892578125
                }
            ]
        },
        {
            "id": 449,
            "seek": 286500,
            "start": 2889.0,
            "end": 2894.22,
            "text": " I don't speak ATT&CK, but we'll see what it is.",
            "tokens": [
                50364,
                286,
                500,
                380,
                1710,
                8872,
                51,
                5,
                9419,
                11,
                457,
                321,
                603,
                536,
                437,
                309,
                307,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2889.0,
                    "end": 2889.26,
                    "word": " I",
                    "probability": 0.96875
                },
                {
                    "start": 2889.26,
                    "end": 2889.46,
                    "word": " don't",
                    "probability": 0.943359375
                },
                {
                    "start": 2889.46,
                    "end": 2889.84,
                    "word": " speak",
                    "probability": 0.9091796875
                },
                {
                    "start": 2889.84,
                    "end": 2890.68,
                    "word": " ATT",
                    "probability": 0.532470703125
                },
                {
                    "start": 2890.68,
                    "end": 2890.78,
                    "word": "&CK",
                    "probability": 0.98779296875
                },
                {
                    "start": 2890.78,
                    "end": 2891.04,
                    "word": ",",
                    "probability": 0.6796875
                },
                {
                    "start": 2891.04,
                    "end": 2891.28,
                    "word": " but",
                    "probability": 0.8916015625
                },
                {
                    "start": 2891.28,
                    "end": 2893.42,
                    "word": " we'll",
                    "probability": 0.8837890625
                },
                {
                    "start": 2893.42,
                    "end": 2893.62,
                    "word": " see",
                    "probability": 0.80859375
                },
                {
                    "start": 2893.62,
                    "end": 2893.8,
                    "word": " what",
                    "probability": 0.88134765625
                },
                {
                    "start": 2893.8,
                    "end": 2893.94,
                    "word": " it",
                    "probability": 0.904296875
                },
                {
                    "start": 2893.94,
                    "end": 2894.16,
                    "word": " is",
                    "probability": 0.9052734375
                },
                {
                    "start": 2894.16,
                    "end": 2894.22,
                    "word": ".",
                    "probability": 0.74365234375
                }
            ]
        },
        {
            "id": 450,
            "seek": 286500,
            "start": 2894.22,
            "end": 2894.98,
            "text": " I forgot.",
            "tokens": [
                50614,
                286,
                5298,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2894.22,
                    "end": 2894.26,
                    "word": " I",
                    "probability": 0.90576171875
                },
                {
                    "start": 2894.26,
                    "end": 2894.54,
                    "word": " forgot",
                    "probability": 0.80810546875
                },
                {
                    "start": 2894.54,
                    "end": 2894.98,
                    "word": ".",
                    "probability": 0.8681640625
                }
            ]
        },
        {
            "id": 451,
            "seek": 286500,
            "start": 2895.94,
            "end": 2897.86,
            "text": " So, follow the same process.",
            "tokens": [
                50714,
                407,
                11,
                1524,
                264,
                912,
                1399,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2895.94,
                    "end": 2896.26,
                    "word": " So",
                    "probability": 0.7685546875
                },
                {
                    "start": 2896.26,
                    "end": 2896.68,
                    "word": ",",
                    "probability": 0.7294921875
                },
                {
                    "start": 2896.68,
                    "end": 2896.96,
                    "word": " follow",
                    "probability": 0.412841796875
                },
                {
                    "start": 2896.96,
                    "end": 2897.12,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 2897.12,
                    "end": 2897.3,
                    "word": " same",
                    "probability": 0.8232421875
                },
                {
                    "start": 2897.3,
                    "end": 2897.72,
                    "word": " process",
                    "probability": 0.87939453125
                },
                {
                    "start": 2897.72,
                    "end": 2897.86,
                    "word": ".",
                    "probability": 0.7822265625
                }
            ]
        },
        {
            "id": 452,
            "seek": 286500,
            "start": 2897.86,
            "end": 2899.88,
            "text": " I'm just going to fast forward real quick.",
            "tokens": [
                50814,
                286,
                478,
                445,
                516,
                281,
                2370,
                2128,
                957,
                1702,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2897.86,
                    "end": 2897.96,
                    "word": " I'm",
                    "probability": 0.98583984375
                },
                {
                    "start": 2897.96,
                    "end": 2898.08,
                    "word": " just",
                    "probability": 0.87841796875
                },
                {
                    "start": 2898.08,
                    "end": 2898.22,
                    "word": " going",
                    "probability": 0.70166015625
                },
                {
                    "start": 2898.22,
                    "end": 2898.36,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 2898.36,
                    "end": 2898.6,
                    "word": " fast",
                    "probability": 0.787109375
                },
                {
                    "start": 2898.6,
                    "end": 2898.76,
                    "word": " forward",
                    "probability": 0.56689453125
                },
                {
                    "start": 2898.76,
                    "end": 2899.0,
                    "word": " real",
                    "probability": 0.8310546875
                },
                {
                    "start": 2899.0,
                    "end": 2899.44,
                    "word": " quick",
                    "probability": 0.91796875
                },
                {
                    "start": 2899.44,
                    "end": 2899.88,
                    "word": ".",
                    "probability": 0.98828125
                }
            ]
        },
        {
            "id": 453,
            "seek": 286500,
            "start": 2901.96,
            "end": 2909.2,
            "text": " Okay, yes, in this case, it's actually the same technique, PowerShell, but this time running using system management automation, right?",
            "tokens": [
                51014,
                1033,
                11,
                2086,
                11,
                294,
                341,
                1389,
                11,
                309,
                311,
                767,
                264,
                912,
                6532,
                11,
                7086,
                9526,
                285,
                11,
                457,
                341,
                565,
                2614,
                1228,
                1185,
                4592,
                17769,
                11,
                558,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2901.96,
                    "end": 2902.4,
                    "word": " Okay",
                    "probability": 0.5244140625
                },
                {
                    "start": 2902.4,
                    "end": 2902.48,
                    "word": ",",
                    "probability": 0.74462890625
                },
                {
                    "start": 2902.48,
                    "end": 2902.7,
                    "word": " yes",
                    "probability": 0.87841796875
                },
                {
                    "start": 2902.7,
                    "end": 2902.72,
                    "word": ",",
                    "probability": 0.49609375
                },
                {
                    "start": 2902.72,
                    "end": 2902.84,
                    "word": " in",
                    "probability": 0.9013671875
                },
                {
                    "start": 2902.84,
                    "end": 2902.98,
                    "word": " this",
                    "probability": 0.87353515625
                },
                {
                    "start": 2902.98,
                    "end": 2903.2,
                    "word": " case",
                    "probability": 0.80908203125
                },
                {
                    "start": 2903.2,
                    "end": 2903.22,
                    "word": ",",
                    "probability": 0.6826171875
                },
                {
                    "start": 2903.22,
                    "end": 2903.36,
                    "word": " it's",
                    "probability": 0.946044921875
                },
                {
                    "start": 2903.36,
                    "end": 2903.6,
                    "word": " actually",
                    "probability": 0.7783203125
                },
                {
                    "start": 2903.6,
                    "end": 2903.8,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 2903.8,
                    "end": 2904.02,
                    "word": " same",
                    "probability": 0.8154296875
                },
                {
                    "start": 2904.02,
                    "end": 2904.38,
                    "word": " technique",
                    "probability": 0.890625
                },
                {
                    "start": 2904.38,
                    "end": 2904.6,
                    "word": ",",
                    "probability": 0.6103515625
                },
                {
                    "start": 2904.6,
                    "end": 2904.94,
                    "word": " PowerShell",
                    "probability": 0.9270833333333334
                },
                {
                    "start": 2904.94,
                    "end": 2905.06,
                    "word": ",",
                    "probability": 0.92822265625
                },
                {
                    "start": 2905.06,
                    "end": 2905.5,
                    "word": " but",
                    "probability": 0.89306640625
                },
                {
                    "start": 2905.5,
                    "end": 2905.7,
                    "word": " this",
                    "probability": 0.87548828125
                },
                {
                    "start": 2905.7,
                    "end": 2905.96,
                    "word": " time",
                    "probability": 0.80908203125
                },
                {
                    "start": 2905.96,
                    "end": 2906.38,
                    "word": " running",
                    "probability": 0.55517578125
                },
                {
                    "start": 2906.38,
                    "end": 2906.82,
                    "word": " using",
                    "probability": 0.5986328125
                },
                {
                    "start": 2906.82,
                    "end": 2907.34,
                    "word": " system",
                    "probability": 0.681640625
                },
                {
                    "start": 2907.34,
                    "end": 2907.7,
                    "word": " management",
                    "probability": 0.65966796875
                },
                {
                    "start": 2907.7,
                    "end": 2908.32,
                    "word": " automation",
                    "probability": 0.8671875
                },
                {
                    "start": 2908.32,
                    "end": 2908.58,
                    "word": ",",
                    "probability": 0.732421875
                },
                {
                    "start": 2908.58,
                    "end": 2908.76,
                    "word": " right",
                    "probability": 0.83837890625
                },
                {
                    "start": 2908.76,
                    "end": 2909.2,
                    "word": "?",
                    "probability": 0.9033203125
                }
            ]
        },
        {
            "id": 454,
            "seek": 286500,
            "start": 2909.54,
            "end": 2911.7,
            "text": " So, a different way of executing PowerShell.",
            "tokens": [
                51414,
                407,
                11,
                257,
                819,
                636,
                295,
                32368,
                7086,
                9526,
                285,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2909.54,
                    "end": 2909.98,
                    "word": " So",
                    "probability": 0.88916015625
                },
                {
                    "start": 2909.98,
                    "end": 2910.12,
                    "word": ",",
                    "probability": 0.900390625
                },
                {
                    "start": 2910.26,
                    "end": 2910.44,
                    "word": " a different",
                    "probability": 0.69677734375
                },
                {
                    "start": 2910.44,
                    "end": 2910.64,
                    "word": " way",
                    "probability": 0.90625
                },
                {
                    "start": 2910.64,
                    "end": 2910.74,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 2910.74,
                    "end": 2911.06,
                    "word": " executing",
                    "probability": 0.6650390625
                },
                {
                    "start": 2911.06,
                    "end": 2911.6,
                    "word": " PowerShell",
                    "probability": 0.9386393229166666
                },
                {
                    "start": 2911.6,
                    "end": 2911.7,
                    "word": ".",
                    "probability": 0.8505859375
                }
            ]
        },
        {
            "id": 455,
            "seek": 286500,
            "start": 2911.7,
            "end": 2914.62,
            "text": " We're no longer using PowerShell.exe, right?",
            "tokens": [
                51514,
                492,
                434,
                572,
                2854,
                1228,
                7086,
                9526,
                285,
                13,
                3121,
                68,
                11,
                558,
                30,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1752025407773477,
            "compression_ratio": 1.5106382978723405,
            "no_speech_prob": 0.233642578125,
            "words": [
                {
                    "start": 2911.7,
                    "end": 2911.8,
                    "word": " We're",
                    "probability": 0.923583984375
                },
                {
                    "start": 2911.8,
                    "end": 2911.96,
                    "word": " no",
                    "probability": 0.90576171875
                },
                {
                    "start": 2911.96,
                    "end": 2912.22,
                    "word": " longer",
                    "probability": 0.82666015625
                },
                {
                    "start": 2912.22,
                    "end": 2912.76,
                    "word": " using",
                    "probability": 0.82763671875
                },
                {
                    "start": 2912.76,
                    "end": 2913.4,
                    "word": " PowerShell",
                    "probability": 0.8704427083333334
                },
                {
                    "start": 2913.4,
                    "end": 2914.02,
                    "word": ".exe",
                    "probability": 0.8426106770833334
                },
                {
                    "start": 2914.02,
                    "end": 2914.08,
                    "word": ",",
                    "probability": 0.93115234375
                },
                {
                    "start": 2914.08,
                    "end": 2914.32,
                    "word": " right",
                    "probability": 0.87158203125
                },
                {
                    "start": 2914.32,
                    "end": 2914.62,
                    "word": "?",
                    "probability": 0.9736328125
                }
            ]
        },
        {
            "id": 456,
            "seek": 289162,
            "start": 2914.62,
            "end": 2920.62,
            "text": " So, if we see on the logs, we don't see PowerShell running.",
            "tokens": [
                50364,
                407,
                11,
                498,
                321,
                536,
                322,
                264,
                20820,
                11,
                321,
                500,
                380,
                536,
                7086,
                9526,
                285,
                2614,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22510900833578998,
            "compression_ratio": 1.6372549019607843,
            "no_speech_prob": 0.31396484375,
            "words": [
                {
                    "start": 2914.62,
                    "end": 2915.06,
                    "word": " So",
                    "probability": 0.72900390625
                },
                {
                    "start": 2915.06,
                    "end": 2915.36,
                    "word": ",",
                    "probability": 0.3505859375
                },
                {
                    "start": 2915.36,
                    "end": 2915.52,
                    "word": " if",
                    "probability": 0.89111328125
                },
                {
                    "start": 2915.52,
                    "end": 2915.62,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 2915.62,
                    "end": 2915.82,
                    "word": " see",
                    "probability": 0.79443359375
                },
                {
                    "start": 2915.82,
                    "end": 2915.94,
                    "word": " on",
                    "probability": 0.759765625
                },
                {
                    "start": 2915.94,
                    "end": 2916.04,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 2916.04,
                    "end": 2916.5,
                    "word": " logs",
                    "probability": 0.7822265625
                },
                {
                    "start": 2916.5,
                    "end": 2917.14,
                    "word": ",",
                    "probability": 0.88232421875
                },
                {
                    "start": 2917.14,
                    "end": 2917.3,
                    "word": " we",
                    "probability": 0.77978515625
                },
                {
                    "start": 2917.3,
                    "end": 2919.6,
                    "word": " don't",
                    "probability": 0.77001953125
                },
                {
                    "start": 2919.6,
                    "end": 2919.84,
                    "word": " see",
                    "probability": 0.80078125
                },
                {
                    "start": 2919.84,
                    "end": 2920.16,
                    "word": " PowerShell",
                    "probability": 0.91162109375
                },
                {
                    "start": 2920.16,
                    "end": 2920.54,
                    "word": " running",
                    "probability": 0.86376953125
                },
                {
                    "start": 2920.54,
                    "end": 2920.62,
                    "word": ".",
                    "probability": 0.5927734375
                }
            ]
        },
        {
            "id": 457,
            "seek": 289162,
            "start": 2920.62,
            "end": 2929.6,
            "text": " All we see is Firefox Installer because Firefox Installer, the simulator, executed PowerShell with .NET.",
            "tokens": [
                50664,
                1057,
                321,
                536,
                307,
                46613,
                2730,
                22414,
                570,
                46613,
                2730,
                22414,
                11,
                264,
                32974,
                11,
                17577,
                7086,
                9526,
                285,
                365,
                2411,
                35554,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22510900833578998,
            "compression_ratio": 1.6372549019607843,
            "no_speech_prob": 0.31396484375,
            "words": [
                {
                    "start": 2920.62,
                    "end": 2920.74,
                    "word": " All",
                    "probability": 0.9052734375
                },
                {
                    "start": 2920.74,
                    "end": 2920.86,
                    "word": " we",
                    "probability": 0.90625
                },
                {
                    "start": 2920.86,
                    "end": 2921.0,
                    "word": " see",
                    "probability": 0.8125
                },
                {
                    "start": 2921.0,
                    "end": 2921.12,
                    "word": " is",
                    "probability": 0.89892578125
                },
                {
                    "start": 2921.12,
                    "end": 2921.4,
                    "word": " Firefox",
                    "probability": 0.81005859375
                },
                {
                    "start": 2921.4,
                    "end": 2921.9,
                    "word": " Installer",
                    "probability": 0.675537109375
                },
                {
                    "start": 2921.9,
                    "end": 2922.28,
                    "word": " because",
                    "probability": 0.5146484375
                },
                {
                    "start": 2922.28,
                    "end": 2923.14,
                    "word": " Firefox",
                    "probability": 0.69970703125
                },
                {
                    "start": 2923.14,
                    "end": 2923.72,
                    "word": " Installer",
                    "probability": 0.88671875
                },
                {
                    "start": 2923.72,
                    "end": 2923.88,
                    "word": ",",
                    "probability": 0.9345703125
                },
                {
                    "start": 2923.88,
                    "end": 2924.0,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 2924.0,
                    "end": 2924.42,
                    "word": " simulator",
                    "probability": 0.87841796875
                },
                {
                    "start": 2924.42,
                    "end": 2925.04,
                    "word": ",",
                    "probability": 0.693359375
                },
                {
                    "start": 2925.04,
                    "end": 2925.56,
                    "word": " executed",
                    "probability": 0.91357421875
                },
                {
                    "start": 2925.56,
                    "end": 2928.26,
                    "word": " PowerShell",
                    "probability": 0.8155924479166666
                },
                {
                    "start": 2928.26,
                    "end": 2928.7,
                    "word": " with",
                    "probability": 0.80810546875
                },
                {
                    "start": 2928.7,
                    "end": 2929.18,
                    "word": " .NET",
                    "probability": 0.772216796875
                },
                {
                    "start": 2929.18,
                    "end": 2929.6,
                    "word": ".",
                    "probability": 0.88037109375
                }
            ]
        },
        {
            "id": 458,
            "seek": 289162,
            "start": 2929.6,
            "end": 2941.24,
            "text": " But if we look at event ID of module loads, I forgot what the event ID of that on this one is, but we see the system management automation being loaded by the simulator.",
            "tokens": [
                51114,
                583,
                498,
                321,
                574,
                412,
                2280,
                7348,
                295,
                10088,
                12668,
                11,
                286,
                5298,
                437,
                264,
                2280,
                7348,
                295,
                300,
                322,
                341,
                472,
                307,
                11,
                457,
                321,
                536,
                264,
                1185,
                4592,
                17769,
                885,
                13210,
                538,
                264,
                32974,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22510900833578998,
            "compression_ratio": 1.6372549019607843,
            "no_speech_prob": 0.31396484375,
            "words": [
                {
                    "start": 2929.6,
                    "end": 2930.04,
                    "word": " But",
                    "probability": 0.892578125
                },
                {
                    "start": 2930.04,
                    "end": 2930.5,
                    "word": " if",
                    "probability": 0.61474609375
                },
                {
                    "start": 2930.5,
                    "end": 2930.64,
                    "word": " we",
                    "probability": 0.83203125
                },
                {
                    "start": 2930.64,
                    "end": 2930.86,
                    "word": " look",
                    "probability": 0.91845703125
                },
                {
                    "start": 2930.86,
                    "end": 2931.34,
                    "word": " at",
                    "probability": 0.91455078125
                },
                {
                    "start": 2931.34,
                    "end": 2931.92,
                    "word": " event",
                    "probability": 0.4130859375
                },
                {
                    "start": 2931.92,
                    "end": 2932.26,
                    "word": " ID",
                    "probability": 0.826171875
                },
                {
                    "start": 2932.26,
                    "end": 2933.26,
                    "word": " of",
                    "probability": 0.87890625
                },
                {
                    "start": 2933.26,
                    "end": 2933.6,
                    "word": " module",
                    "probability": 0.67919921875
                },
                {
                    "start": 2933.6,
                    "end": 2933.96,
                    "word": " loads",
                    "probability": 0.626953125
                },
                {
                    "start": 2933.96,
                    "end": 2934.0,
                    "word": ",",
                    "probability": 0.7431640625
                },
                {
                    "start": 2934.0,
                    "end": 2934.12,
                    "word": " I",
                    "probability": 0.9755859375
                },
                {
                    "start": 2934.12,
                    "end": 2934.28,
                    "word": " forgot",
                    "probability": 0.712890625
                },
                {
                    "start": 2934.28,
                    "end": 2934.52,
                    "word": " what",
                    "probability": 0.87841796875
                },
                {
                    "start": 2934.52,
                    "end": 2934.66,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 2934.66,
                    "end": 2934.88,
                    "word": " event",
                    "probability": 0.75732421875
                },
                {
                    "start": 2934.88,
                    "end": 2935.16,
                    "word": " ID",
                    "probability": 0.88037109375
                },
                {
                    "start": 2935.16,
                    "end": 2935.3,
                    "word": " of",
                    "probability": 0.806640625
                },
                {
                    "start": 2935.3,
                    "end": 2935.44,
                    "word": " that",
                    "probability": 0.693359375
                },
                {
                    "start": 2935.44,
                    "end": 2935.74,
                    "word": " on",
                    "probability": 0.72900390625
                },
                {
                    "start": 2935.74,
                    "end": 2935.94,
                    "word": " this",
                    "probability": 0.2047119140625
                },
                {
                    "start": 2935.94,
                    "end": 2936.12,
                    "word": " one",
                    "probability": 0.8173828125
                },
                {
                    "start": 2936.12,
                    "end": 2936.38,
                    "word": " is",
                    "probability": 0.90283203125
                },
                {
                    "start": 2936.38,
                    "end": 2936.5,
                    "word": ",",
                    "probability": 0.8115234375
                },
                {
                    "start": 2936.5,
                    "end": 2936.66,
                    "word": " but",
                    "probability": 0.89306640625
                },
                {
                    "start": 2936.66,
                    "end": 2937.2,
                    "word": " we",
                    "probability": 0.89208984375
                },
                {
                    "start": 2937.2,
                    "end": 2937.64,
                    "word": " see",
                    "probability": 0.81591796875
                },
                {
                    "start": 2937.64,
                    "end": 2938.14,
                    "word": " the",
                    "probability": 0.794921875
                },
                {
                    "start": 2938.14,
                    "end": 2938.4,
                    "word": " system",
                    "probability": 0.705078125
                },
                {
                    "start": 2938.4,
                    "end": 2938.84,
                    "word": " management",
                    "probability": 0.646484375
                },
                {
                    "start": 2938.84,
                    "end": 2939.28,
                    "word": " automation",
                    "probability": 0.873046875
                },
                {
                    "start": 2939.28,
                    "end": 2939.62,
                    "word": " being",
                    "probability": 0.23681640625
                },
                {
                    "start": 2939.62,
                    "end": 2940.3,
                    "word": " loaded",
                    "probability": 0.78759765625
                },
                {
                    "start": 2940.3,
                    "end": 2940.52,
                    "word": " by",
                    "probability": 0.9033203125
                },
                {
                    "start": 2940.52,
                    "end": 2940.68,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 2940.68,
                    "end": 2941.08,
                    "word": " simulator",
                    "probability": 0.84619140625
                },
                {
                    "start": 2941.08,
                    "end": 2941.24,
                    "word": ".",
                    "probability": 0.83203125
                }
            ]
        },
        {
            "id": 459,
            "seek": 290990,
            "start": 2941.24,
            "end": 2945.4,
            "text": " So, that's how we can catch that this guy is executing PowerShell techniques, right?",
            "tokens": [
                50364,
                407,
                11,
                300,
                311,
                577,
                321,
                393,
                3745,
                300,
                341,
                2146,
                307,
                32368,
                7086,
                9526,
                285,
                7512,
                11,
                558,
                30,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1998798076923077,
            "compression_ratio": 1.467065868263473,
            "no_speech_prob": 0.0875244140625,
            "words": [
                {
                    "start": 2941.24,
                    "end": 2941.34,
                    "word": " So",
                    "probability": 0.82373046875
                },
                {
                    "start": 2941.34,
                    "end": 2941.4,
                    "word": ",",
                    "probability": 0.0732421875
                },
                {
                    "start": 2941.4,
                    "end": 2941.58,
                    "word": " that's",
                    "probability": 0.937255859375
                },
                {
                    "start": 2941.58,
                    "end": 2941.7,
                    "word": " how",
                    "probability": 0.89794921875
                },
                {
                    "start": 2941.7,
                    "end": 2941.86,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 2941.86,
                    "end": 2942.04,
                    "word": " can",
                    "probability": 0.90185546875
                },
                {
                    "start": 2942.04,
                    "end": 2942.52,
                    "word": " catch",
                    "probability": 0.8232421875
                },
                {
                    "start": 2942.52,
                    "end": 2943.04,
                    "word": " that",
                    "probability": 0.83251953125
                },
                {
                    "start": 2943.04,
                    "end": 2943.24,
                    "word": " this",
                    "probability": 0.841796875
                },
                {
                    "start": 2943.24,
                    "end": 2943.42,
                    "word": " guy",
                    "probability": 0.81103515625
                },
                {
                    "start": 2943.42,
                    "end": 2943.6,
                    "word": " is",
                    "probability": 0.89501953125
                },
                {
                    "start": 2943.6,
                    "end": 2943.96,
                    "word": " executing",
                    "probability": 0.74267578125
                },
                {
                    "start": 2943.96,
                    "end": 2944.36,
                    "word": " PowerShell",
                    "probability": 0.8722330729166666
                },
                {
                    "start": 2944.36,
                    "end": 2944.94,
                    "word": " techniques",
                    "probability": 0.8583984375
                },
                {
                    "start": 2944.94,
                    "end": 2945.06,
                    "word": ",",
                    "probability": 0.62841796875
                },
                {
                    "start": 2945.06,
                    "end": 2945.2,
                    "word": " right",
                    "probability": 0.86962890625
                },
                {
                    "start": 2945.2,
                    "end": 2945.4,
                    "word": "?",
                    "probability": 0.884765625
                }
            ]
        },
        {
            "id": 460,
            "seek": 290990,
            "start": 2945.4,
            "end": 2951.98,
            "text": " So, this is our first demo, really first way of just running a couple of simulations.",
            "tokens": [
                50564,
                407,
                11,
                341,
                307,
                527,
                700,
                10723,
                11,
                534,
                700,
                636,
                295,
                445,
                2614,
                257,
                1916,
                295,
                35138,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1998798076923077,
            "compression_ratio": 1.467065868263473,
            "no_speech_prob": 0.0875244140625,
            "words": [
                {
                    "start": 2945.4,
                    "end": 2945.76,
                    "word": " So",
                    "probability": 0.90625
                },
                {
                    "start": 2945.76,
                    "end": 2946.04,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 2946.04,
                    "end": 2946.24,
                    "word": " this",
                    "probability": 0.884765625
                },
                {
                    "start": 2946.24,
                    "end": 2946.34,
                    "word": " is",
                    "probability": 0.900390625
                },
                {
                    "start": 2946.34,
                    "end": 2946.52,
                    "word": " our",
                    "probability": 0.81689453125
                },
                {
                    "start": 2946.52,
                    "end": 2946.8,
                    "word": " first",
                    "probability": 0.78271484375
                },
                {
                    "start": 2946.8,
                    "end": 2947.1,
                    "word": " demo",
                    "probability": 0.7470703125
                },
                {
                    "start": 2947.1,
                    "end": 2947.36,
                    "word": ",",
                    "probability": 0.67724609375
                },
                {
                    "start": 2947.36,
                    "end": 2947.64,
                    "word": " really",
                    "probability": 0.7744140625
                },
                {
                    "start": 2947.64,
                    "end": 2948.64,
                    "word": " first",
                    "probability": 0.462646484375
                },
                {
                    "start": 2948.64,
                    "end": 2948.92,
                    "word": " way",
                    "probability": 0.9052734375
                },
                {
                    "start": 2948.92,
                    "end": 2949.08,
                    "word": " of",
                    "probability": 0.90576171875
                },
                {
                    "start": 2949.08,
                    "end": 2949.28,
                    "word": " just",
                    "probability": 0.8876953125
                },
                {
                    "start": 2949.28,
                    "end": 2949.64,
                    "word": " running",
                    "probability": 0.904296875
                },
                {
                    "start": 2950.36,
                    "end": 2950.72,
                    "word": " a couple",
                    "probability": 0.75537109375
                },
                {
                    "start": 2950.72,
                    "end": 2950.92,
                    "word": " of",
                    "probability": 0.88037109375
                },
                {
                    "start": 2950.92,
                    "end": 2951.42,
                    "word": " simulations",
                    "probability": 0.90283203125
                },
                {
                    "start": 2951.42,
                    "end": 2951.98,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 461,
            "seek": 290990,
            "start": 2952.5,
            "end": 2959.52,
            "text": " So, in the next demo, we'll run a few techniques on the persistent tactic.",
            "tokens": [
                50914,
                407,
                11,
                294,
                264,
                958,
                10723,
                11,
                321,
                603,
                1190,
                257,
                1326,
                7512,
                322,
                264,
                24315,
                31012,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1998798076923077,
            "compression_ratio": 1.467065868263473,
            "no_speech_prob": 0.0875244140625,
            "words": [
                {
                    "start": 2952.5,
                    "end": 2952.96,
                    "word": " So",
                    "probability": 0.8974609375
                },
                {
                    "start": 2952.96,
                    "end": 2953.0,
                    "word": ",",
                    "probability": 0.80029296875
                },
                {
                    "start": 2953.0,
                    "end": 2953.06,
                    "word": " in",
                    "probability": 0.44287109375
                },
                {
                    "start": 2953.06,
                    "end": 2953.18,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 2953.18,
                    "end": 2953.42,
                    "word": " next",
                    "probability": 0.83251953125
                },
                {
                    "start": 2953.42,
                    "end": 2953.76,
                    "word": " demo",
                    "probability": 0.7216796875
                },
                {
                    "start": 2953.76,
                    "end": 2954.14,
                    "word": ",",
                    "probability": 0.8623046875
                },
                {
                    "start": 2954.14,
                    "end": 2954.4,
                    "word": " we'll",
                    "probability": 0.92041015625
                },
                {
                    "start": 2954.4,
                    "end": 2954.92,
                    "word": " run",
                    "probability": 0.89892578125
                },
                {
                    "start": 2956.84,
                    "end": 2957.3,
                    "word": " a few",
                    "probability": 0.8017578125
                },
                {
                    "start": 2957.3,
                    "end": 2957.88,
                    "word": " techniques",
                    "probability": 0.8583984375
                },
                {
                    "start": 2957.88,
                    "end": 2958.04,
                    "word": " on",
                    "probability": 0.80615234375
                },
                {
                    "start": 2958.04,
                    "end": 2958.18,
                    "word": " the",
                    "probability": 0.77783203125
                },
                {
                    "start": 2958.18,
                    "end": 2958.66,
                    "word": " persistent",
                    "probability": 0.71533203125
                },
                {
                    "start": 2958.66,
                    "end": 2959.16,
                    "word": " tactic",
                    "probability": 0.7607421875
                },
                {
                    "start": 2959.16,
                    "end": 2959.52,
                    "word": ".",
                    "probability": 0.8759765625
                }
            ]
        },
        {
            "id": 462,
            "seek": 293250,
            "start": 2959.52,
            "end": 2963.12,
            "text": " We're going to use some race to keys, schedule task.",
            "tokens": [
                50364,
                492,
                434,
                516,
                281,
                764,
                512,
                4569,
                281,
                9317,
                11,
                7567,
                5633,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2959.52,
                    "end": 2959.88,
                    "word": " We're",
                    "probability": 0.761962890625
                },
                {
                    "start": 2959.88,
                    "end": 2959.96,
                    "word": " going",
                    "probability": 0.47705078125
                },
                {
                    "start": 2959.96,
                    "end": 2960.04,
                    "word": " to",
                    "probability": 0.90478515625
                },
                {
                    "start": 2960.04,
                    "end": 2960.26,
                    "word": " use",
                    "probability": 0.8203125
                },
                {
                    "start": 2960.26,
                    "end": 2960.44,
                    "word": " some",
                    "probability": 0.79638671875
                },
                {
                    "start": 2960.44,
                    "end": 2960.68,
                    "word": " race",
                    "probability": 0.202392578125
                },
                {
                    "start": 2960.68,
                    "end": 2960.84,
                    "word": " to",
                    "probability": 0.578125
                },
                {
                    "start": 2960.84,
                    "end": 2961.28,
                    "word": " keys",
                    "probability": 0.83203125
                },
                {
                    "start": 2961.28,
                    "end": 2961.52,
                    "word": ",",
                    "probability": 0.51123046875
                },
                {
                    "start": 2961.52,
                    "end": 2962.02,
                    "word": " schedule",
                    "probability": 0.58203125
                },
                {
                    "start": 2962.02,
                    "end": 2962.64,
                    "word": " task",
                    "probability": 0.505859375
                },
                {
                    "start": 2962.64,
                    "end": 2963.12,
                    "word": ".",
                    "probability": 0.57958984375
                }
            ]
        },
        {
            "id": 463,
            "seek": 293250,
            "start": 2963.16,
            "end": 2966.4,
            "text": " We're going to, on defensivation, we're going to use portable execution.",
            "tokens": [
                50514,
                492,
                434,
                516,
                281,
                11,
                322,
                47746,
                592,
                399,
                11,
                321,
                434,
                516,
                281,
                764,
                21800,
                15058,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2963.16,
                    "end": 2963.22,
                    "word": " We're",
                    "probability": 0.732666015625
                },
                {
                    "start": 2963.22,
                    "end": 2963.32,
                    "word": " going",
                    "probability": 0.7177734375
                },
                {
                    "start": 2963.32,
                    "end": 2963.46,
                    "word": " to",
                    "probability": 0.84521484375
                },
                {
                    "start": 2963.46,
                    "end": 2963.58,
                    "word": ",",
                    "probability": 0.37646484375
                },
                {
                    "start": 2963.58,
                    "end": 2963.62,
                    "word": " on",
                    "probability": 0.90283203125
                },
                {
                    "start": 2963.62,
                    "end": 2964.32,
                    "word": " defensivation",
                    "probability": 0.6079915364583334
                },
                {
                    "start": 2964.32,
                    "end": 2964.48,
                    "word": ",",
                    "probability": 0.83251953125
                },
                {
                    "start": 2964.48,
                    "end": 2964.62,
                    "word": " we're",
                    "probability": 0.921142578125
                },
                {
                    "start": 2964.62,
                    "end": 2964.72,
                    "word": " going",
                    "probability": 0.85302734375
                },
                {
                    "start": 2964.72,
                    "end": 2964.82,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 2964.82,
                    "end": 2965.04,
                    "word": " use",
                    "probability": 0.82763671875
                },
                {
                    "start": 2965.04,
                    "end": 2965.38,
                    "word": " portable",
                    "probability": 0.90576171875
                },
                {
                    "start": 2965.38,
                    "end": 2965.92,
                    "word": " execution",
                    "probability": 0.89208984375
                },
                {
                    "start": 2965.92,
                    "end": 2966.4,
                    "word": ".",
                    "probability": 0.2080078125
                }
            ]
        },
        {
            "id": 464,
            "seek": 293250,
            "start": 2966.64,
            "end": 2969.12,
            "text": " Sorry, portable executable injection.",
            "tokens": [
                50714,
                4919,
                11,
                21800,
                7568,
                712,
                22873,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2966.64,
                    "end": 2967.12,
                    "word": " Sorry",
                    "probability": 0.7041015625
                },
                {
                    "start": 2967.12,
                    "end": 2967.28,
                    "word": ",",
                    "probability": 0.83544921875
                },
                {
                    "start": 2967.28,
                    "end": 2967.58,
                    "word": " portable",
                    "probability": 0.89013671875
                },
                {
                    "start": 2967.58,
                    "end": 2968.16,
                    "word": " executable",
                    "probability": 0.80517578125
                },
                {
                    "start": 2968.16,
                    "end": 2968.64,
                    "word": " injection",
                    "probability": 0.52783203125
                },
                {
                    "start": 2968.64,
                    "end": 2969.12,
                    "word": ".",
                    "probability": 0.5146484375
                }
            ]
        },
        {
            "id": 465,
            "seek": 293250,
            "start": 2969.2,
            "end": 2970.72,
            "text": " So, PE injection.",
            "tokens": [
                50814,
                407,
                11,
                24346,
                22873,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2969.2,
                    "end": 2969.22,
                    "word": " So",
                    "probability": 0.87841796875
                },
                {
                    "start": 2969.22,
                    "end": 2969.5,
                    "word": ",",
                    "probability": 0.2275390625
                },
                {
                    "start": 2969.5,
                    "end": 2969.7,
                    "word": " PE",
                    "probability": 0.53564453125
                },
                {
                    "start": 2969.7,
                    "end": 2970.24,
                    "word": " injection",
                    "probability": 0.6376953125
                },
                {
                    "start": 2970.24,
                    "end": 2970.72,
                    "word": ".",
                    "probability": 0.7548828125
                }
            ]
        },
        {
            "id": 466,
            "seek": 293250,
            "start": 2970.94,
            "end": 2974.68,
            "text": " And then we're going to dump LSAS using PurpleSharp.",
            "tokens": [
                50914,
                400,
                550,
                321,
                434,
                516,
                281,
                11430,
                36657,
                3160,
                1228,
                28483,
                50,
                5854,
                79,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2970.94,
                    "end": 2971.4,
                    "word": " And",
                    "probability": 0.85498046875
                },
                {
                    "start": 2971.4,
                    "end": 2971.52,
                    "word": " then",
                    "probability": 0.7109375
                },
                {
                    "start": 2971.52,
                    "end": 2971.68,
                    "word": " we're",
                    "probability": 0.865234375
                },
                {
                    "start": 2971.68,
                    "end": 2971.76,
                    "word": " going",
                    "probability": 0.8271484375
                },
                {
                    "start": 2971.76,
                    "end": 2971.94,
                    "word": " to",
                    "probability": 0.908203125
                },
                {
                    "start": 2971.94,
                    "end": 2972.34,
                    "word": " dump",
                    "probability": 0.84423828125
                },
                {
                    "start": 2972.34,
                    "end": 2972.98,
                    "word": " LSAS",
                    "probability": 0.49993896484375
                },
                {
                    "start": 2972.98,
                    "end": 2973.48,
                    "word": " using",
                    "probability": 0.73779296875
                },
                {
                    "start": 2973.48,
                    "end": 2974.34,
                    "word": " PurpleSharp",
                    "probability": 0.66400146484375
                },
                {
                    "start": 2974.34,
                    "end": 2974.68,
                    "word": ".",
                    "probability": 0.96435546875
                }
            ]
        },
        {
            "id": 467,
            "seek": 293250,
            "start": 2974.68,
            "end": 2978.36,
            "text": " So, Olav will take you on this demo.",
            "tokens": [
                51114,
                407,
                11,
                6141,
                706,
                486,
                747,
                291,
                322,
                341,
                10723,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2974.68,
                    "end": 2974.92,
                    "word": " So",
                    "probability": 0.8818359375
                },
                {
                    "start": 2974.92,
                    "end": 2975.1,
                    "word": ",",
                    "probability": 0.84375
                },
                {
                    "start": 2975.1,
                    "end": 2975.26,
                    "word": " Olav",
                    "probability": 0.6217041015625
                },
                {
                    "start": 2975.26,
                    "end": 2975.44,
                    "word": " will",
                    "probability": 0.5693359375
                },
                {
                    "start": 2975.44,
                    "end": 2975.72,
                    "word": " take",
                    "probability": 0.8173828125
                },
                {
                    "start": 2975.72,
                    "end": 2976.04,
                    "word": " you",
                    "probability": 0.88720703125
                },
                {
                    "start": 2976.04,
                    "end": 2976.74,
                    "word": " on",
                    "probability": 0.90087890625
                },
                {
                    "start": 2976.74,
                    "end": 2977.24,
                    "word": " this",
                    "probability": 0.87744140625
                },
                {
                    "start": 2977.24,
                    "end": 2977.88,
                    "word": " demo",
                    "probability": 0.70654296875
                },
                {
                    "start": 2977.88,
                    "end": 2978.36,
                    "word": ".",
                    "probability": 0.9921875
                }
            ]
        },
        {
            "id": 468,
            "seek": 293250,
            "start": 2979.1,
            "end": 2982.12,
            "text": " All right, let me introduce some new stuff here.",
            "tokens": [
                51364,
                1057,
                558,
                11,
                718,
                385,
                5366,
                512,
                777,
                1507,
                510,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3304036535943548,
            "compression_ratio": 1.6494845360824741,
            "no_speech_prob": 0.2042236328125,
            "words": [
                {
                    "start": 2979.1,
                    "end": 2979.1,
                    "word": " All",
                    "probability": 0.339599609375
                },
                {
                    "start": 2979.1,
                    "end": 2980.54,
                    "word": " right",
                    "probability": 0.876953125
                },
                {
                    "start": 2980.54,
                    "end": 2980.58,
                    "word": ",",
                    "probability": 0.402587890625
                },
                {
                    "start": 2980.58,
                    "end": 2980.68,
                    "word": " let",
                    "probability": 0.61083984375
                },
                {
                    "start": 2980.68,
                    "end": 2980.78,
                    "word": " me",
                    "probability": 0.90087890625
                },
                {
                    "start": 2980.78,
                    "end": 2981.22,
                    "word": " introduce",
                    "probability": 0.6923828125
                },
                {
                    "start": 2981.22,
                    "end": 2981.4,
                    "word": " some",
                    "probability": 0.6689453125
                },
                {
                    "start": 2981.4,
                    "end": 2981.6,
                    "word": " new",
                    "probability": 0.8154296875
                },
                {
                    "start": 2981.6,
                    "end": 2981.86,
                    "word": " stuff",
                    "probability": 0.80078125
                },
                {
                    "start": 2981.86,
                    "end": 2982.02,
                    "word": " here",
                    "probability": 0.8037109375
                },
                {
                    "start": 2982.02,
                    "end": 2982.12,
                    "word": ".",
                    "probability": 0.98828125
                }
            ]
        },
        {
            "id": 469,
            "seek": 296232,
            "start": 2982.12,
            "end": 2991.32,
            "text": " So, as you can see, there's this JSON structure, which is called the playbook JSON structure, where you can define all the variants that you want to do.",
            "tokens": [
                50364,
                407,
                11,
                382,
                291,
                393,
                536,
                11,
                456,
                311,
                341,
                31828,
                3877,
                11,
                597,
                307,
                1219,
                264,
                862,
                2939,
                31828,
                3877,
                11,
                689,
                291,
                393,
                6964,
                439,
                264,
                21669,
                300,
                291,
                528,
                281,
                360,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 2982.12,
                    "end": 2982.2,
                    "word": " So",
                    "probability": 0.32275390625
                },
                {
                    "start": 2982.2,
                    "end": 2982.78,
                    "word": ",",
                    "probability": 0.103759765625
                },
                {
                    "start": 2982.78,
                    "end": 2982.78,
                    "word": " as",
                    "probability": 0.70458984375
                },
                {
                    "start": 2982.78,
                    "end": 2983.54,
                    "word": " you",
                    "probability": 0.8984375
                },
                {
                    "start": 2983.54,
                    "end": 2983.7,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 2983.7,
                    "end": 2983.94,
                    "word": " see",
                    "probability": 0.8173828125
                },
                {
                    "start": 2983.94,
                    "end": 2984.06,
                    "word": ",",
                    "probability": 0.8173828125
                },
                {
                    "start": 2984.06,
                    "end": 2984.22,
                    "word": " there's",
                    "probability": 0.88525390625
                },
                {
                    "start": 2984.22,
                    "end": 2984.4,
                    "word": " this",
                    "probability": 0.8681640625
                },
                {
                    "start": 2984.4,
                    "end": 2984.7,
                    "word": " JSON",
                    "probability": 0.78466796875
                },
                {
                    "start": 2984.7,
                    "end": 2985.2,
                    "word": " structure",
                    "probability": 0.71044921875
                },
                {
                    "start": 2985.2,
                    "end": 2985.4,
                    "word": ",",
                    "probability": 0.51904296875
                },
                {
                    "start": 2985.4,
                    "end": 2985.48,
                    "word": " which",
                    "probability": 0.916015625
                },
                {
                    "start": 2985.48,
                    "end": 2985.64,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 2985.64,
                    "end": 2985.86,
                    "word": " called",
                    "probability": 0.79931640625
                },
                {
                    "start": 2985.86,
                    "end": 2986.04,
                    "word": " the",
                    "probability": 0.7998046875
                },
                {
                    "start": 2986.04,
                    "end": 2986.36,
                    "word": " playbook",
                    "probability": 0.5797119140625
                },
                {
                    "start": 2986.36,
                    "end": 2986.68,
                    "word": " JSON",
                    "probability": 0.779296875
                },
                {
                    "start": 2986.68,
                    "end": 2987.28,
                    "word": " structure",
                    "probability": 0.703125
                },
                {
                    "start": 2987.28,
                    "end": 2987.9,
                    "word": ",",
                    "probability": 0.6650390625
                },
                {
                    "start": 2987.9,
                    "end": 2988.54,
                    "word": " where",
                    "probability": 0.75830078125
                },
                {
                    "start": 2988.54,
                    "end": 2988.66,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 2988.66,
                    "end": 2988.82,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 2988.82,
                    "end": 2989.32,
                    "word": " define",
                    "probability": 0.89208984375
                },
                {
                    "start": 2989.32,
                    "end": 2990.1,
                    "word": " all",
                    "probability": 0.8974609375
                },
                {
                    "start": 2990.1,
                    "end": 2990.22,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 2990.22,
                    "end": 2990.56,
                    "word": " variants",
                    "probability": 0.61328125
                },
                {
                    "start": 2990.56,
                    "end": 2990.78,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 2990.78,
                    "end": 2990.86,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 2990.86,
                    "end": 2991.02,
                    "word": " want",
                    "probability": 0.62646484375
                },
                {
                    "start": 2991.02,
                    "end": 2991.08,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 2991.08,
                    "end": 2991.2,
                    "word": " do",
                    "probability": 0.900390625
                },
                {
                    "start": 2991.2,
                    "end": 2991.32,
                    "word": ".",
                    "probability": 0.95068359375
                }
            ]
        },
        {
            "id": 470,
            "seek": 296232,
            "start": 2991.32,
            "end": 2994.44,
            "text": " So, here is where you schedule your scenarios, basically.",
            "tokens": [
                50814,
                407,
                11,
                510,
                307,
                689,
                291,
                7567,
                428,
                15077,
                11,
                1936,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 2991.32,
                    "end": 2991.38,
                    "word": " So",
                    "probability": 0.83642578125
                },
                {
                    "start": 2991.38,
                    "end": 2991.42,
                    "word": ",",
                    "probability": 0.6630859375
                },
                {
                    "start": 2991.42,
                    "end": 2991.58,
                    "word": " here",
                    "probability": 0.791015625
                },
                {
                    "start": 2991.58,
                    "end": 2991.88,
                    "word": " is",
                    "probability": 0.86474609375
                },
                {
                    "start": 2991.88,
                    "end": 2992.04,
                    "word": " where",
                    "probability": 0.90966796875
                },
                {
                    "start": 2992.04,
                    "end": 2992.22,
                    "word": " you",
                    "probability": 0.875
                },
                {
                    "start": 2992.22,
                    "end": 2992.54,
                    "word": " schedule",
                    "probability": 0.84716796875
                },
                {
                    "start": 2992.54,
                    "end": 2992.92,
                    "word": " your",
                    "probability": 0.80712890625
                },
                {
                    "start": 2992.92,
                    "end": 2993.76,
                    "word": " scenarios",
                    "probability": 0.84814453125
                },
                {
                    "start": 2993.76,
                    "end": 2993.96,
                    "word": ",",
                    "probability": 0.68798828125
                },
                {
                    "start": 2993.96,
                    "end": 2994.26,
                    "word": " basically",
                    "probability": 0.88232421875
                },
                {
                    "start": 2994.26,
                    "end": 2994.44,
                    "word": ".",
                    "probability": 0.630859375
                }
            ]
        },
        {
            "id": 471,
            "seek": 296232,
            "start": 2994.44,
            "end": 2996.68,
            "text": " And you need to define some basic stuff.",
            "tokens": [
                50964,
                400,
                291,
                643,
                281,
                6964,
                512,
                3875,
                1507,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 2994.44,
                    "end": 2994.54,
                    "word": " And",
                    "probability": 0.75244140625
                },
                {
                    "start": 2994.54,
                    "end": 2994.64,
                    "word": " you",
                    "probability": 0.8779296875
                },
                {
                    "start": 2994.64,
                    "end": 2994.8,
                    "word": " need",
                    "probability": 0.81787109375
                },
                {
                    "start": 2994.8,
                    "end": 2994.92,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 2994.92,
                    "end": 2995.26,
                    "word": " define",
                    "probability": 0.88818359375
                },
                {
                    "start": 2995.26,
                    "end": 2995.62,
                    "word": " some",
                    "probability": 0.81884765625
                },
                {
                    "start": 2995.62,
                    "end": 2996.1,
                    "word": " basic",
                    "probability": 0.89599609375
                },
                {
                    "start": 2996.1,
                    "end": 2996.44,
                    "word": " stuff",
                    "probability": 0.80224609375
                },
                {
                    "start": 2996.44,
                    "end": 2996.68,
                    "word": ".",
                    "probability": 0.484375
                }
            ]
        },
        {
            "id": 472,
            "seek": 296232,
            "start": 2996.68,
            "end": 3006.7,
            "text": " So, username, domain, the domain controller, the sleep between all the techniques or the small playbooks that you want to execute, and then the playbooks themselves.",
            "tokens": [
                51064,
                407,
                11,
                30351,
                11,
                9274,
                11,
                264,
                9274,
                10561,
                11,
                264,
                2817,
                1296,
                439,
                264,
                7512,
                420,
                264,
                1359,
                862,
                15170,
                300,
                291,
                528,
                281,
                14483,
                11,
                293,
                550,
                264,
                862,
                15170,
                2969,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 2996.68,
                    "end": 2996.68,
                    "word": " So",
                    "probability": 0.86669921875
                },
                {
                    "start": 2996.68,
                    "end": 2996.82,
                    "word": ",",
                    "probability": 0.9189453125
                },
                {
                    "start": 2996.82,
                    "end": 2997.24,
                    "word": " username",
                    "probability": 0.7421875
                },
                {
                    "start": 2997.24,
                    "end": 2997.38,
                    "word": ",",
                    "probability": 0.521484375
                },
                {
                    "start": 2997.38,
                    "end": 2997.72,
                    "word": " domain",
                    "probability": 0.861328125
                },
                {
                    "start": 2997.72,
                    "end": 2997.94,
                    "word": ",",
                    "probability": 0.9775390625
                },
                {
                    "start": 2997.94,
                    "end": 2998.04,
                    "word": " the",
                    "probability": 0.76171875
                },
                {
                    "start": 2998.04,
                    "end": 2998.28,
                    "word": " domain",
                    "probability": 0.85009765625
                },
                {
                    "start": 2998.28,
                    "end": 2998.76,
                    "word": " controller",
                    "probability": 0.6533203125
                },
                {
                    "start": 2998.76,
                    "end": 2999.44,
                    "word": ",",
                    "probability": 0.96826171875
                },
                {
                    "start": 2999.44,
                    "end": 2999.6,
                    "word": " the",
                    "probability": 0.76025390625
                },
                {
                    "start": 2999.6,
                    "end": 3000.0,
                    "word": " sleep",
                    "probability": 0.90283203125
                },
                {
                    "start": 3000.0,
                    "end": 3000.5,
                    "word": " between",
                    "probability": 0.69482421875
                },
                {
                    "start": 3000.5,
                    "end": 3000.86,
                    "word": " all",
                    "probability": 0.8740234375
                },
                {
                    "start": 3000.86,
                    "end": 3001.0,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 3001.0,
                    "end": 3001.44,
                    "word": " techniques",
                    "probability": 0.814453125
                },
                {
                    "start": 3001.44,
                    "end": 3001.94,
                    "word": " or",
                    "probability": 0.404052734375
                },
                {
                    "start": 3001.94,
                    "end": 3002.68,
                    "word": " the",
                    "probability": 0.8037109375
                },
                {
                    "start": 3002.68,
                    "end": 3002.9,
                    "word": " small",
                    "probability": 0.7939453125
                },
                {
                    "start": 3002.9,
                    "end": 3003.38,
                    "word": " playbooks",
                    "probability": 0.8798828125
                },
                {
                    "start": 3003.38,
                    "end": 3003.56,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3003.56,
                    "end": 3003.66,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3003.66,
                    "end": 3003.82,
                    "word": " want",
                    "probability": 0.82763671875
                },
                {
                    "start": 3003.82,
                    "end": 3003.94,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 3003.94,
                    "end": 3004.26,
                    "word": " execute",
                    "probability": 0.8544921875
                },
                {
                    "start": 3004.26,
                    "end": 3004.92,
                    "word": ",",
                    "probability": 0.74755859375
                },
                {
                    "start": 3004.92,
                    "end": 3005.12,
                    "word": " and",
                    "probability": 0.89453125
                },
                {
                    "start": 3005.12,
                    "end": 3005.28,
                    "word": " then",
                    "probability": 0.72509765625
                },
                {
                    "start": 3005.28,
                    "end": 3005.42,
                    "word": " the",
                    "probability": 0.796875
                },
                {
                    "start": 3005.42,
                    "end": 3005.74,
                    "word": " playbooks",
                    "probability": 0.896728515625
                },
                {
                    "start": 3005.74,
                    "end": 3006.3,
                    "word": " themselves",
                    "probability": 0.66650390625
                },
                {
                    "start": 3006.3,
                    "end": 3006.7,
                    "word": ".",
                    "probability": 0.994140625
                }
            ]
        },
        {
            "id": 473,
            "seek": 296232,
            "start": 3007.54,
            "end": 3009.82,
            "text": " So, of course, you give them a name.",
            "tokens": [
                51564,
                407,
                11,
                295,
                1164,
                11,
                291,
                976,
                552,
                257,
                1315,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 3007.54,
                    "end": 3007.72,
                    "word": " So",
                    "probability": 0.82958984375
                },
                {
                    "start": 3007.72,
                    "end": 3007.84,
                    "word": ",",
                    "probability": 0.9228515625
                },
                {
                    "start": 3007.84,
                    "end": 3008.34,
                    "word": " of",
                    "probability": 0.458984375
                },
                {
                    "start": 3008.34,
                    "end": 3008.58,
                    "word": " course",
                    "probability": 0.8623046875
                },
                {
                    "start": 3008.58,
                    "end": 3008.68,
                    "word": ",",
                    "probability": 0.90673828125
                },
                {
                    "start": 3008.68,
                    "end": 3008.8,
                    "word": " you",
                    "probability": 0.5703125
                },
                {
                    "start": 3008.8,
                    "end": 3008.98,
                    "word": " give",
                    "probability": 0.81396484375
                },
                {
                    "start": 3008.98,
                    "end": 3009.18,
                    "word": " them",
                    "probability": 0.7265625
                },
                {
                    "start": 3009.34,
                    "end": 3009.64,
                    "word": " a name",
                    "probability": 0.79736328125
                },
                {
                    "start": 3009.64,
                    "end": 3009.82,
                    "word": ".",
                    "probability": 0.27685546875
                }
            ]
        },
        {
            "id": 474,
            "seek": 296232,
            "start": 3009.82,
            "end": 3011.94,
            "text": " You give them a host that you want to target.",
            "tokens": [
                51714,
                509,
                976,
                552,
                257,
                3975,
                300,
                291,
                528,
                281,
                3779,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.9455252918287937,
            "no_speech_prob": 0.162841796875,
            "words": [
                {
                    "start": 3009.82,
                    "end": 3009.96,
                    "word": " You",
                    "probability": 0.89599609375
                },
                {
                    "start": 3009.96,
                    "end": 3010.5,
                    "word": " give",
                    "probability": 0.82470703125
                },
                {
                    "start": 3010.5,
                    "end": 3010.68,
                    "word": " them",
                    "probability": 0.72900390625
                },
                {
                    "start": 3010.8,
                    "end": 3011.0,
                    "word": " a host",
                    "probability": 0.87890625
                },
                {
                    "start": 3011.0,
                    "end": 3011.16,
                    "word": " that",
                    "probability": 0.88427734375
                },
                {
                    "start": 3011.16,
                    "end": 3011.24,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 3011.24,
                    "end": 3011.4,
                    "word": " want",
                    "probability": 0.81982421875
                },
                {
                    "start": 3011.4,
                    "end": 3011.52,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 3011.52,
                    "end": 3011.8,
                    "word": " target",
                    "probability": 0.869140625
                },
                {
                    "start": 3011.8,
                    "end": 3011.94,
                    "word": ".",
                    "probability": 0.90380859375
                }
            ]
        },
        {
            "id": 475,
            "seek": 298662,
            "start": 3011.94,
            "end": 3015.06,
            "text": " So, it can either be a host name or a random host.",
            "tokens": [
                50364,
                407,
                11,
                309,
                393,
                2139,
                312,
                257,
                3975,
                1315,
                420,
                257,
                4974,
                3975,
                13,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18063186289189936,
            "compression_ratio": 1.5089285714285714,
            "no_speech_prob": 0.0009908676147460938,
            "words": [
                {
                    "start": 3011.94,
                    "end": 3012.06,
                    "word": " So",
                    "probability": 0.308837890625
                },
                {
                    "start": 3012.06,
                    "end": 3012.12,
                    "word": ",",
                    "probability": 0.040435791015625
                },
                {
                    "start": 3012.12,
                    "end": 3012.16,
                    "word": " it",
                    "probability": 0.896484375
                },
                {
                    "start": 3012.16,
                    "end": 3012.32,
                    "word": " can",
                    "probability": 0.70068359375
                },
                {
                    "start": 3012.32,
                    "end": 3012.52,
                    "word": " either",
                    "probability": 0.80224609375
                },
                {
                    "start": 3012.52,
                    "end": 3012.82,
                    "word": " be",
                    "probability": 0.900390625
                },
                {
                    "start": 3013.04,
                    "end": 3013.24,
                    "word": " a host",
                    "probability": 0.85009765625
                },
                {
                    "start": 3013.24,
                    "end": 3013.64,
                    "word": " name",
                    "probability": 0.703125
                },
                {
                    "start": 3013.64,
                    "end": 3013.98,
                    "word": " or",
                    "probability": 0.87548828125
                },
                {
                    "start": 3014.26,
                    "end": 3014.52,
                    "word": " a random",
                    "probability": 0.705078125
                },
                {
                    "start": 3014.52,
                    "end": 3014.88,
                    "word": " host",
                    "probability": 0.8193359375
                },
                {
                    "start": 3014.88,
                    "end": 3015.06,
                    "word": ".",
                    "probability": 0.424072265625
                }
            ]
        },
        {
            "id": 476,
            "seek": 298662,
            "start": 3015.06,
            "end": 3020.66,
            "text": " And then, as Mauricio explained, it will do an LDAP query and find one itself.",
            "tokens": [
                50514,
                400,
                550,
                11,
                382,
                26133,
                18322,
                8825,
                11,
                309,
                486,
                360,
                364,
                33936,
                4715,
                14581,
                293,
                915,
                472,
                2564,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18063186289189936,
            "compression_ratio": 1.5089285714285714,
            "no_speech_prob": 0.0009908676147460938,
            "words": [
                {
                    "start": 3015.06,
                    "end": 3015.1,
                    "word": " And",
                    "probability": 0.68896484375
                },
                {
                    "start": 3015.1,
                    "end": 3015.3,
                    "word": " then",
                    "probability": 0.703125
                },
                {
                    "start": 3015.3,
                    "end": 3015.62,
                    "word": ",",
                    "probability": 0.436279296875
                },
                {
                    "start": 3015.62,
                    "end": 3015.88,
                    "word": " as",
                    "probability": 0.91162109375
                },
                {
                    "start": 3015.88,
                    "end": 3016.18,
                    "word": " Mauricio",
                    "probability": 0.751708984375
                },
                {
                    "start": 3016.18,
                    "end": 3016.68,
                    "word": " explained",
                    "probability": 0.68798828125
                },
                {
                    "start": 3016.68,
                    "end": 3016.8,
                    "word": ",",
                    "probability": 0.94140625
                },
                {
                    "start": 3016.8,
                    "end": 3016.86,
                    "word": " it",
                    "probability": 0.77197265625
                },
                {
                    "start": 3016.86,
                    "end": 3017.0,
                    "word": " will",
                    "probability": 0.8095703125
                },
                {
                    "start": 3017.0,
                    "end": 3017.18,
                    "word": " do",
                    "probability": 0.90185546875
                },
                {
                    "start": 3017.18,
                    "end": 3017.3,
                    "word": " an",
                    "probability": 0.88232421875
                },
                {
                    "start": 3017.3,
                    "end": 3017.64,
                    "word": " LDAP",
                    "probability": 0.943359375
                },
                {
                    "start": 3017.64,
                    "end": 3018.08,
                    "word": " query",
                    "probability": 0.87939453125
                },
                {
                    "start": 3018.08,
                    "end": 3019.18,
                    "word": " and",
                    "probability": 0.85791015625
                },
                {
                    "start": 3019.18,
                    "end": 3019.46,
                    "word": " find",
                    "probability": 0.8115234375
                },
                {
                    "start": 3019.46,
                    "end": 3019.66,
                    "word": " one",
                    "probability": 0.80029296875
                },
                {
                    "start": 3019.66,
                    "end": 3020.08,
                    "word": " itself",
                    "probability": 0.7392578125
                },
                {
                    "start": 3020.08,
                    "end": 3020.66,
                    "word": ".",
                    "probability": 0.99755859375
                }
            ]
        },
        {
            "id": 477,
            "seek": 298662,
            "start": 3021.12,
            "end": 3028.26,
            "text": " You can here also define the path of the scout and the simulator where you want to be running it from.",
            "tokens": [
                50814,
                509,
                393,
                510,
                611,
                6964,
                264,
                3100,
                295,
                264,
                34392,
                293,
                264,
                32974,
                689,
                291,
                528,
                281,
                312,
                2614,
                309,
                490,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18063186289189936,
            "compression_ratio": 1.5089285714285714,
            "no_speech_prob": 0.0009908676147460938,
            "words": [
                {
                    "start": 3021.12,
                    "end": 3021.26,
                    "word": " You",
                    "probability": 0.892578125
                },
                {
                    "start": 3021.26,
                    "end": 3021.72,
                    "word": " can",
                    "probability": 0.9013671875
                },
                {
                    "start": 3021.72,
                    "end": 3022.02,
                    "word": " here",
                    "probability": 0.420166015625
                },
                {
                    "start": 3022.02,
                    "end": 3022.48,
                    "word": " also",
                    "probability": 0.75244140625
                },
                {
                    "start": 3022.48,
                    "end": 3023.04,
                    "word": " define",
                    "probability": 0.8583984375
                },
                {
                    "start": 3023.04,
                    "end": 3023.44,
                    "word": " the",
                    "probability": 0.77197265625
                },
                {
                    "start": 3023.44,
                    "end": 3024.18,
                    "word": " path",
                    "probability": 0.81787109375
                },
                {
                    "start": 3024.18,
                    "end": 3024.84,
                    "word": " of",
                    "probability": 0.89697265625
                },
                {
                    "start": 3024.84,
                    "end": 3025.0,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 3025.0,
                    "end": 3025.36,
                    "word": " scout",
                    "probability": 0.4873046875
                },
                {
                    "start": 3025.36,
                    "end": 3025.54,
                    "word": " and",
                    "probability": 0.87353515625
                },
                {
                    "start": 3025.54,
                    "end": 3025.7,
                    "word": " the",
                    "probability": 0.68505859375
                },
                {
                    "start": 3025.7,
                    "end": 3026.2,
                    "word": " simulator",
                    "probability": 0.8935546875
                },
                {
                    "start": 3026.2,
                    "end": 3026.68,
                    "word": " where",
                    "probability": 0.5810546875
                },
                {
                    "start": 3026.68,
                    "end": 3026.82,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 3026.82,
                    "end": 3027.0,
                    "word": " want",
                    "probability": 0.6171875
                },
                {
                    "start": 3027.0,
                    "end": 3027.12,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 3027.12,
                    "end": 3027.3,
                    "word": " be",
                    "probability": 0.89794921875
                },
                {
                    "start": 3027.3,
                    "end": 3027.6,
                    "word": " running",
                    "probability": 0.869140625
                },
                {
                    "start": 3027.6,
                    "end": 3027.78,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 3027.78,
                    "end": 3028.14,
                    "word": " from",
                    "probability": 0.81982421875
                },
                {
                    "start": 3028.14,
                    "end": 3028.26,
                    "word": ".",
                    "probability": 0.60009765625
                }
            ]
        },
        {
            "id": 478,
            "seek": 298662,
            "start": 3028.26,
            "end": 3031.5,
            "text": " So, you can actually make it even more realistic.",
            "tokens": [
                51164,
                407,
                11,
                291,
                393,
                767,
                652,
                309,
                754,
                544,
                12465,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18063186289189936,
            "compression_ratio": 1.5089285714285714,
            "no_speech_prob": 0.0009908676147460938,
            "words": [
                {
                    "start": 3028.26,
                    "end": 3028.4,
                    "word": " So",
                    "probability": 0.89892578125
                },
                {
                    "start": 3028.4,
                    "end": 3028.44,
                    "word": ",",
                    "probability": 0.841796875
                },
                {
                    "start": 3028.44,
                    "end": 3028.54,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3028.54,
                    "end": 3028.7,
                    "word": " can",
                    "probability": 0.89306640625
                },
                {
                    "start": 3028.7,
                    "end": 3029.02,
                    "word": " actually",
                    "probability": 0.79052734375
                },
                {
                    "start": 3029.02,
                    "end": 3029.58,
                    "word": " make",
                    "probability": 0.8701171875
                },
                {
                    "start": 3029.58,
                    "end": 3029.78,
                    "word": " it",
                    "probability": 0.9013671875
                },
                {
                    "start": 3029.78,
                    "end": 3030.2,
                    "word": " even",
                    "probability": 0.814453125
                },
                {
                    "start": 3030.2,
                    "end": 3030.42,
                    "word": " more",
                    "probability": 0.8837890625
                },
                {
                    "start": 3030.42,
                    "end": 3030.92,
                    "word": " realistic",
                    "probability": 0.935546875
                },
                {
                    "start": 3030.92,
                    "end": 3031.5,
                    "word": ".",
                    "probability": 0.99658203125
                }
            ]
        },
        {
            "id": 479,
            "seek": 298662,
            "start": 3032.16,
            "end": 3036.24,
            "text": " The PB sleep is the sleep between these playbook steps.",
            "tokens": [
                51364,
                440,
                24056,
                2817,
                307,
                264,
                2817,
                1296,
                613,
                862,
                2939,
                4439,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18063186289189936,
            "compression_ratio": 1.5089285714285714,
            "no_speech_prob": 0.0009908676147460938,
            "words": [
                {
                    "start": 3032.16,
                    "end": 3032.3,
                    "word": " The",
                    "probability": 0.828125
                },
                {
                    "start": 3032.3,
                    "end": 3032.5,
                    "word": " PB",
                    "probability": 0.48046875
                },
                {
                    "start": 3032.5,
                    "end": 3032.98,
                    "word": " sleep",
                    "probability": 0.476318359375
                },
                {
                    "start": 3032.98,
                    "end": 3033.3,
                    "word": " is",
                    "probability": 0.87255859375
                },
                {
                    "start": 3033.3,
                    "end": 3033.92,
                    "word": " the",
                    "probability": 0.7333984375
                },
                {
                    "start": 3033.92,
                    "end": 3034.28,
                    "word": " sleep",
                    "probability": 0.9111328125
                },
                {
                    "start": 3034.28,
                    "end": 3034.7,
                    "word": " between",
                    "probability": 0.7783203125
                },
                {
                    "start": 3034.7,
                    "end": 3035.06,
                    "word": " these",
                    "probability": 0.7236328125
                },
                {
                    "start": 3035.06,
                    "end": 3035.56,
                    "word": " playbook",
                    "probability": 0.716064453125
                },
                {
                    "start": 3035.56,
                    "end": 3035.94,
                    "word": " steps",
                    "probability": 0.7578125
                },
                {
                    "start": 3035.94,
                    "end": 3036.24,
                    "word": ".",
                    "probability": 0.93115234375
                }
            ]
        },
        {
            "id": 480,
            "seek": 301160,
            "start": 3036.24,
            "end": 3045.48,
            "text": " These two techniques for the registry and the scheduled tasks, they will be run 30 seconds in between.",
            "tokens": [
                50364,
                1981,
                732,
                7512,
                337,
                264,
                36468,
                293,
                264,
                15678,
                9608,
                11,
                436,
                486,
                312,
                1190,
                2217,
                3949,
                294,
                1296,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22061820166266483,
            "compression_ratio": 1.6682242990654206,
            "no_speech_prob": 0.1099853515625,
            "words": [
                {
                    "start": 3036.24,
                    "end": 3036.58,
                    "word": " These",
                    "probability": 0.059722900390625
                },
                {
                    "start": 3036.58,
                    "end": 3037.04,
                    "word": " two",
                    "probability": 0.79638671875
                },
                {
                    "start": 3037.04,
                    "end": 3037.56,
                    "word": " techniques",
                    "probability": 0.83251953125
                },
                {
                    "start": 3037.56,
                    "end": 3037.92,
                    "word": " for",
                    "probability": 0.87646484375
                },
                {
                    "start": 3037.92,
                    "end": 3038.38,
                    "word": " the",
                    "probability": 0.76953125
                },
                {
                    "start": 3038.38,
                    "end": 3038.94,
                    "word": " registry",
                    "probability": 0.88525390625
                },
                {
                    "start": 3038.94,
                    "end": 3040.1,
                    "word": " and",
                    "probability": 0.861328125
                },
                {
                    "start": 3040.1,
                    "end": 3040.26,
                    "word": " the",
                    "probability": 0.7939453125
                },
                {
                    "start": 3040.26,
                    "end": 3040.52,
                    "word": " scheduled",
                    "probability": 0.405517578125
                },
                {
                    "start": 3040.52,
                    "end": 3041.08,
                    "word": " tasks",
                    "probability": 0.79541015625
                },
                {
                    "start": 3041.08,
                    "end": 3041.26,
                    "word": ",",
                    "probability": 0.66552734375
                },
                {
                    "start": 3041.26,
                    "end": 3042.84,
                    "word": " they",
                    "probability": 0.708984375
                },
                {
                    "start": 3042.84,
                    "end": 3043.02,
                    "word": " will",
                    "probability": 0.80908203125
                },
                {
                    "start": 3043.02,
                    "end": 3043.18,
                    "word": " be",
                    "probability": 0.8994140625
                },
                {
                    "start": 3043.18,
                    "end": 3043.44,
                    "word": " run",
                    "probability": 0.8359375
                },
                {
                    "start": 3043.44,
                    "end": 3043.78,
                    "word": " 30",
                    "probability": 0.900390625
                },
                {
                    "start": 3043.78,
                    "end": 3044.26,
                    "word": " seconds",
                    "probability": 0.72119140625
                },
                {
                    "start": 3044.26,
                    "end": 3044.86,
                    "word": " in",
                    "probability": 0.90673828125
                },
                {
                    "start": 3044.86,
                    "end": 3045.2,
                    "word": " between",
                    "probability": 0.69091796875
                },
                {
                    "start": 3045.2,
                    "end": 3045.48,
                    "word": ".",
                    "probability": 0.5009765625
                }
            ]
        },
        {
            "id": 481,
            "seek": 301160,
            "start": 3045.86,
            "end": 3049.08,
            "text": " And then the next playbook will start after the playbook sleep.",
            "tokens": [
                50814,
                400,
                550,
                264,
                958,
                862,
                2939,
                486,
                722,
                934,
                264,
                862,
                2939,
                2817,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22061820166266483,
            "compression_ratio": 1.6682242990654206,
            "no_speech_prob": 0.1099853515625,
            "words": [
                {
                    "start": 3045.86,
                    "end": 3045.92,
                    "word": " And",
                    "probability": 0.11260986328125
                },
                {
                    "start": 3045.92,
                    "end": 3046.06,
                    "word": " then",
                    "probability": 0.73291015625
                },
                {
                    "start": 3046.06,
                    "end": 3046.24,
                    "word": " the",
                    "probability": 0.78271484375
                },
                {
                    "start": 3046.24,
                    "end": 3046.44,
                    "word": " next",
                    "probability": 0.8642578125
                },
                {
                    "start": 3046.44,
                    "end": 3046.8,
                    "word": " playbook",
                    "probability": 0.765380859375
                },
                {
                    "start": 3046.8,
                    "end": 3047.0,
                    "word": " will",
                    "probability": 0.7978515625
                },
                {
                    "start": 3047.0,
                    "end": 3047.36,
                    "word": " start",
                    "probability": 0.84716796875
                },
                {
                    "start": 3047.36,
                    "end": 3047.7,
                    "word": " after",
                    "probability": 0.486328125
                },
                {
                    "start": 3047.7,
                    "end": 3047.9,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 3047.9,
                    "end": 3048.24,
                    "word": " playbook",
                    "probability": 0.888671875
                },
                {
                    "start": 3048.24,
                    "end": 3048.52,
                    "word": " sleep",
                    "probability": 0.85009765625
                },
                {
                    "start": 3048.52,
                    "end": 3049.08,
                    "word": ".",
                    "probability": 0.98291015625
                }
            ]
        },
        {
            "id": 482,
            "seek": 301160,
            "start": 3049.72,
            "end": 3052.26,
            "text": " And over here, you can do the same thing.",
            "tokens": [
                51014,
                400,
                670,
                510,
                11,
                291,
                393,
                360,
                264,
                912,
                551,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22061820166266483,
            "compression_ratio": 1.6682242990654206,
            "no_speech_prob": 0.1099853515625,
            "words": [
                {
                    "start": 3049.72,
                    "end": 3050.26,
                    "word": " And",
                    "probability": 0.4443359375
                },
                {
                    "start": 3050.26,
                    "end": 3050.74,
                    "word": " over",
                    "probability": 0.84326171875
                },
                {
                    "start": 3050.74,
                    "end": 3050.94,
                    "word": " here",
                    "probability": 0.81494140625
                },
                {
                    "start": 3050.94,
                    "end": 3050.98,
                    "word": ",",
                    "probability": 0.57958984375
                },
                {
                    "start": 3050.98,
                    "end": 3051.08,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3051.08,
                    "end": 3051.2,
                    "word": " can",
                    "probability": 0.90087890625
                },
                {
                    "start": 3051.2,
                    "end": 3051.32,
                    "word": " do",
                    "probability": 0.90966796875
                },
                {
                    "start": 3051.32,
                    "end": 3051.48,
                    "word": " the",
                    "probability": 0.802734375
                },
                {
                    "start": 3051.48,
                    "end": 3051.66,
                    "word": " same",
                    "probability": 0.8154296875
                },
                {
                    "start": 3051.66,
                    "end": 3051.92,
                    "word": " thing",
                    "probability": 0.80859375
                },
                {
                    "start": 3051.92,
                    "end": 3052.26,
                    "word": ".",
                    "probability": 0.9873046875
                }
            ]
        },
        {
            "id": 483,
            "seek": 301160,
            "start": 3052.26,
            "end": 3059.04,
            "text": " So, the command line is a little bit easier here, where you just say PB for the playbook and the playbook name.",
            "tokens": [
                51164,
                407,
                11,
                264,
                5622,
                1622,
                307,
                257,
                707,
                857,
                3571,
                510,
                11,
                689,
                291,
                445,
                584,
                24056,
                337,
                264,
                862,
                2939,
                293,
                264,
                862,
                2939,
                1315,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22061820166266483,
            "compression_ratio": 1.6682242990654206,
            "no_speech_prob": 0.1099853515625,
            "words": [
                {
                    "start": 3052.26,
                    "end": 3052.58,
                    "word": " So",
                    "probability": 0.640625
                },
                {
                    "start": 3052.58,
                    "end": 3052.64,
                    "word": ",",
                    "probability": 0.057342529296875
                },
                {
                    "start": 3052.64,
                    "end": 3053.0,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 3053.0,
                    "end": 3053.22,
                    "word": " command",
                    "probability": 0.75439453125
                },
                {
                    "start": 3053.22,
                    "end": 3053.52,
                    "word": " line",
                    "probability": 0.857421875
                },
                {
                    "start": 3053.52,
                    "end": 3054.12,
                    "word": " is",
                    "probability": 0.87060546875
                },
                {
                    "start": 3054.26,
                    "end": 3054.36,
                    "word": " a little",
                    "probability": 0.810546875
                },
                {
                    "start": 3054.36,
                    "end": 3054.5,
                    "word": " bit",
                    "probability": 0.9033203125
                },
                {
                    "start": 3054.5,
                    "end": 3054.82,
                    "word": " easier",
                    "probability": 0.9150390625
                },
                {
                    "start": 3054.82,
                    "end": 3055.16,
                    "word": " here",
                    "probability": 0.7861328125
                },
                {
                    "start": 3055.16,
                    "end": 3055.24,
                    "word": ",",
                    "probability": 0.420166015625
                },
                {
                    "start": 3055.24,
                    "end": 3055.34,
                    "word": " where",
                    "probability": 0.88720703125
                },
                {
                    "start": 3055.34,
                    "end": 3055.46,
                    "word": " you",
                    "probability": 0.88525390625
                },
                {
                    "start": 3055.46,
                    "end": 3055.66,
                    "word": " just",
                    "probability": 0.873046875
                },
                {
                    "start": 3055.66,
                    "end": 3055.9,
                    "word": " say",
                    "probability": 0.88427734375
                },
                {
                    "start": 3055.9,
                    "end": 3056.18,
                    "word": " PB",
                    "probability": 0.190185546875
                },
                {
                    "start": 3056.18,
                    "end": 3056.62,
                    "word": " for",
                    "probability": 0.85009765625
                },
                {
                    "start": 3056.62,
                    "end": 3056.76,
                    "word": " the",
                    "probability": 0.7685546875
                },
                {
                    "start": 3056.76,
                    "end": 3057.18,
                    "word": " playbook",
                    "probability": 0.89501953125
                },
                {
                    "start": 3057.18,
                    "end": 3057.82,
                    "word": " and",
                    "probability": 0.67822265625
                },
                {
                    "start": 3057.82,
                    "end": 3057.92,
                    "word": " the",
                    "probability": 0.73681640625
                },
                {
                    "start": 3057.92,
                    "end": 3058.18,
                    "word": " playbook",
                    "probability": 0.91064453125
                },
                {
                    "start": 3058.18,
                    "end": 3058.52,
                    "word": " name",
                    "probability": 0.81982421875
                },
                {
                    "start": 3058.52,
                    "end": 3059.04,
                    "word": ".",
                    "probability": 0.444091796875
                }
            ]
        },
        {
            "id": 484,
            "seek": 301160,
            "start": 3059.04,
            "end": 3061.22,
            "text": " And you basically run it from there.",
            "tokens": [
                51514,
                400,
                291,
                1936,
                1190,
                309,
                490,
                456,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22061820166266483,
            "compression_ratio": 1.6682242990654206,
            "no_speech_prob": 0.1099853515625,
            "words": [
                {
                    "start": 3059.04,
                    "end": 3059.24,
                    "word": " And",
                    "probability": 0.6376953125
                },
                {
                    "start": 3059.24,
                    "end": 3059.32,
                    "word": " you",
                    "probability": 0.87451171875
                },
                {
                    "start": 3059.32,
                    "end": 3059.68,
                    "word": " basically",
                    "probability": 0.8974609375
                },
                {
                    "start": 3059.68,
                    "end": 3060.06,
                    "word": " run",
                    "probability": 0.89306640625
                },
                {
                    "start": 3060.06,
                    "end": 3060.16,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 3060.16,
                    "end": 3060.36,
                    "word": " from",
                    "probability": 0.81298828125
                },
                {
                    "start": 3060.36,
                    "end": 3060.66,
                    "word": " there",
                    "probability": 0.8564453125
                },
                {
                    "start": 3060.66,
                    "end": 3061.22,
                    "word": ".",
                    "probability": 0.9775390625
                }
            ]
        },
        {
            "id": 485,
            "seek": 304044,
            "start": 3063.44,
            "end": 3067.36,
            "text": " Once you, of course, provide a password, you could do this on a command line.",
            "tokens": [
                50414,
                3443,
                291,
                11,
                295,
                1164,
                11,
                2893,
                257,
                11524,
                11,
                291,
                727,
                360,
                341,
                322,
                257,
                5622,
                1622,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3063.44,
                    "end": 3063.88,
                    "word": " Once",
                    "probability": 0.289794921875
                },
                {
                    "start": 3063.88,
                    "end": 3064.1,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3064.1,
                    "end": 3064.3,
                    "word": ",",
                    "probability": 0.49755859375
                },
                {
                    "start": 3064.3,
                    "end": 3064.4,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 3064.4,
                    "end": 3064.62,
                    "word": " course",
                    "probability": 0.873046875
                },
                {
                    "start": 3064.62,
                    "end": 3064.76,
                    "word": ",",
                    "probability": 0.9716796875
                },
                {
                    "start": 3064.76,
                    "end": 3065.1,
                    "word": " provide",
                    "probability": 0.8837890625
                },
                {
                    "start": 3065.28,
                    "end": 3065.62,
                    "word": " a password",
                    "probability": 0.8662109375
                },
                {
                    "start": 3065.62,
                    "end": 3065.76,
                    "word": ",",
                    "probability": 0.6318359375
                },
                {
                    "start": 3065.76,
                    "end": 3065.84,
                    "word": " you",
                    "probability": 0.88525390625
                },
                {
                    "start": 3065.84,
                    "end": 3066.0,
                    "word": " could",
                    "probability": 0.82763671875
                },
                {
                    "start": 3066.0,
                    "end": 3066.16,
                    "word": " do",
                    "probability": 0.9052734375
                },
                {
                    "start": 3066.16,
                    "end": 3066.32,
                    "word": " this",
                    "probability": 0.87451171875
                },
                {
                    "start": 3066.32,
                    "end": 3066.42,
                    "word": " on",
                    "probability": 0.90380859375
                },
                {
                    "start": 3066.52,
                    "end": 3066.78,
                    "word": " a command",
                    "probability": 0.80224609375
                },
                {
                    "start": 3066.78,
                    "end": 3067.1,
                    "word": " line",
                    "probability": 0.84912109375
                },
                {
                    "start": 3067.1,
                    "end": 3067.36,
                    "word": ".",
                    "probability": 0.1953125
                }
            ]
        },
        {
            "id": 486,
            "seek": 304044,
            "start": 3067.36,
            "end": 3071.62,
            "text": " But I would advise against that, especially on a demo environment.",
            "tokens": [
                50614,
                583,
                286,
                576,
                18312,
                1970,
                300,
                11,
                2318,
                322,
                257,
                10723,
                2823,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3067.36,
                    "end": 3067.52,
                    "word": " But",
                    "probability": 0.8798828125
                },
                {
                    "start": 3067.52,
                    "end": 3067.92,
                    "word": " I",
                    "probability": 0.97314453125
                },
                {
                    "start": 3067.92,
                    "end": 3068.08,
                    "word": " would",
                    "probability": 0.8154296875
                },
                {
                    "start": 3068.08,
                    "end": 3068.4,
                    "word": " advise",
                    "probability": 0.71044921875
                },
                {
                    "start": 3068.4,
                    "end": 3068.76,
                    "word": " against",
                    "probability": 0.89794921875
                },
                {
                    "start": 3068.76,
                    "end": 3069.06,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3069.06,
                    "end": 3069.26,
                    "word": ",",
                    "probability": 0.9091796875
                },
                {
                    "start": 3069.26,
                    "end": 3070.06,
                    "word": " especially",
                    "probability": 0.70703125
                },
                {
                    "start": 3070.06,
                    "end": 3070.3,
                    "word": " on",
                    "probability": 0.89501953125
                },
                {
                    "start": 3070.42,
                    "end": 3070.62,
                    "word": " a demo",
                    "probability": 0.79150390625
                },
                {
                    "start": 3070.62,
                    "end": 3071.18,
                    "word": " environment",
                    "probability": 0.71435546875
                },
                {
                    "start": 3071.18,
                    "end": 3071.62,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 487,
            "seek": 304044,
            "start": 3073.1,
            "end": 3076.28,
            "text": " So, here it will show you that it will execute three playbooks.",
            "tokens": [
                50864,
                407,
                11,
                510,
                309,
                486,
                855,
                291,
                300,
                309,
                486,
                14483,
                1045,
                862,
                15170,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3073.1,
                    "end": 3073.54,
                    "word": " So",
                    "probability": 0.75732421875
                },
                {
                    "start": 3073.54,
                    "end": 3073.74,
                    "word": ",",
                    "probability": 0.050048828125
                },
                {
                    "start": 3073.74,
                    "end": 3073.8,
                    "word": " here",
                    "probability": 0.80908203125
                },
                {
                    "start": 3073.8,
                    "end": 3073.94,
                    "word": " it",
                    "probability": 0.59375
                },
                {
                    "start": 3073.94,
                    "end": 3074.06,
                    "word": " will",
                    "probability": 0.81005859375
                },
                {
                    "start": 3074.06,
                    "end": 3074.3,
                    "word": " show",
                    "probability": 0.87158203125
                },
                {
                    "start": 3074.3,
                    "end": 3074.46,
                    "word": " you",
                    "probability": 0.88671875
                },
                {
                    "start": 3074.46,
                    "end": 3074.62,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 3074.62,
                    "end": 3074.72,
                    "word": " it",
                    "probability": 0.904296875
                },
                {
                    "start": 3074.72,
                    "end": 3074.84,
                    "word": " will",
                    "probability": 0.83251953125
                },
                {
                    "start": 3074.84,
                    "end": 3075.16,
                    "word": " execute",
                    "probability": 0.85498046875
                },
                {
                    "start": 3075.16,
                    "end": 3075.52,
                    "word": " three",
                    "probability": 0.81982421875
                },
                {
                    "start": 3075.52,
                    "end": 3076.06,
                    "word": " playbooks",
                    "probability": 0.86279296875
                },
                {
                    "start": 3076.06,
                    "end": 3076.28,
                    "word": ".",
                    "probability": 0.413818359375
                }
            ]
        },
        {
            "id": 488,
            "seek": 304044,
            "start": 3076.28,
            "end": 3078.3,
            "text": " And it will start with the first one.",
            "tokens": [
                51064,
                400,
                309,
                486,
                722,
                365,
                264,
                700,
                472,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3076.28,
                    "end": 3076.34,
                    "word": " And",
                    "probability": 0.82080078125
                },
                {
                    "start": 3076.34,
                    "end": 3076.42,
                    "word": " it",
                    "probability": 0.89453125
                },
                {
                    "start": 3076.42,
                    "end": 3076.54,
                    "word": " will",
                    "probability": 0.81689453125
                },
                {
                    "start": 3076.54,
                    "end": 3076.86,
                    "word": " start",
                    "probability": 0.869140625
                },
                {
                    "start": 3076.86,
                    "end": 3077.04,
                    "word": " with",
                    "probability": 0.81396484375
                },
                {
                    "start": 3077.04,
                    "end": 3077.2,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3077.2,
                    "end": 3077.48,
                    "word": " first",
                    "probability": 0.8095703125
                },
                {
                    "start": 3077.48,
                    "end": 3077.86,
                    "word": " one",
                    "probability": 0.82177734375
                },
                {
                    "start": 3077.86,
                    "end": 3078.3,
                    "word": ".",
                    "probability": 0.9453125
                }
            ]
        },
        {
            "id": 489,
            "seek": 304044,
            "start": 3078.36,
            "end": 3082.62,
            "text": " It first does an LDAP query to find the targets that it can run it against.",
            "tokens": [
                51164,
                467,
                700,
                775,
                364,
                33936,
                4715,
                14581,
                281,
                915,
                264,
                12911,
                300,
                309,
                393,
                1190,
                309,
                1970,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3078.36,
                    "end": 3078.52,
                    "word": " It",
                    "probability": 0.8623046875
                },
                {
                    "start": 3078.52,
                    "end": 3078.74,
                    "word": " first",
                    "probability": 0.720703125
                },
                {
                    "start": 3078.74,
                    "end": 3078.94,
                    "word": " does",
                    "probability": 0.8564453125
                },
                {
                    "start": 3078.94,
                    "end": 3079.08,
                    "word": " an",
                    "probability": 0.86865234375
                },
                {
                    "start": 3079.08,
                    "end": 3079.4,
                    "word": " LDAP",
                    "probability": 0.89599609375
                },
                {
                    "start": 3079.4,
                    "end": 3079.78,
                    "word": " query",
                    "probability": 0.8583984375
                },
                {
                    "start": 3079.78,
                    "end": 3080.12,
                    "word": " to",
                    "probability": 0.8974609375
                },
                {
                    "start": 3080.12,
                    "end": 3080.5,
                    "word": " find",
                    "probability": 0.80517578125
                },
                {
                    "start": 3080.5,
                    "end": 3080.82,
                    "word": " the",
                    "probability": 0.80029296875
                },
                {
                    "start": 3080.82,
                    "end": 3081.18,
                    "word": " targets",
                    "probability": 0.6611328125
                },
                {
                    "start": 3081.18,
                    "end": 3081.38,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 3081.38,
                    "end": 3081.5,
                    "word": " it",
                    "probability": 0.90380859375
                },
                {
                    "start": 3081.5,
                    "end": 3081.68,
                    "word": " can",
                    "probability": 0.90771484375
                },
                {
                    "start": 3081.68,
                    "end": 3081.88,
                    "word": " run",
                    "probability": 0.90087890625
                },
                {
                    "start": 3081.88,
                    "end": 3082.0,
                    "word": " it",
                    "probability": 0.884765625
                },
                {
                    "start": 3082.0,
                    "end": 3082.4,
                    "word": " against",
                    "probability": 0.8583984375
                },
                {
                    "start": 3082.4,
                    "end": 3082.62,
                    "word": ".",
                    "probability": 0.9580078125
                }
            ]
        },
        {
            "id": 490,
            "seek": 304044,
            "start": 3082.62,
            "end": 3084.06,
            "text": " It picked a random one.",
            "tokens": [
                51414,
                467,
                6183,
                257,
                4974,
                472,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3082.62,
                    "end": 3082.84,
                    "word": " It",
                    "probability": 0.87744140625
                },
                {
                    "start": 3082.84,
                    "end": 3083.04,
                    "word": " picked",
                    "probability": 0.66650390625
                },
                {
                    "start": 3083.2,
                    "end": 3083.42,
                    "word": " a random",
                    "probability": 0.71923828125
                },
                {
                    "start": 3083.42,
                    "end": 3083.84,
                    "word": " one",
                    "probability": 0.82275390625
                },
                {
                    "start": 3083.84,
                    "end": 3084.06,
                    "word": ".",
                    "probability": 0.826171875
                }
            ]
        },
        {
            "id": 491,
            "seek": 304044,
            "start": 3084.06,
            "end": 3086.72,
            "text": " In this case, it's PC Judy again.",
            "tokens": [
                51464,
                682,
                341,
                1389,
                11,
                309,
                311,
                6465,
                24577,
                797,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3084.06,
                    "end": 3084.42,
                    "word": " In",
                    "probability": 0.88330078125
                },
                {
                    "start": 3084.42,
                    "end": 3084.64,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 3084.64,
                    "end": 3084.88,
                    "word": " case",
                    "probability": 0.81005859375
                },
                {
                    "start": 3084.88,
                    "end": 3084.94,
                    "word": ",",
                    "probability": 0.875
                },
                {
                    "start": 3084.94,
                    "end": 3085.12,
                    "word": " it's",
                    "probability": 0.94189453125
                },
                {
                    "start": 3085.12,
                    "end": 3085.42,
                    "word": " PC",
                    "probability": 0.28955078125
                },
                {
                    "start": 3085.42,
                    "end": 3085.78,
                    "word": " Judy",
                    "probability": 0.225341796875
                },
                {
                    "start": 3085.78,
                    "end": 3086.28,
                    "word": " again",
                    "probability": 0.7470703125
                },
                {
                    "start": 3086.28,
                    "end": 3086.72,
                    "word": ".",
                    "probability": 0.90673828125
                }
            ]
        },
        {
            "id": 492,
            "seek": 304044,
            "start": 3087.22,
            "end": 3090.06,
            "text": " And it's executing all these techniques on that machine.",
            "tokens": [
                51614,
                400,
                309,
                311,
                32368,
                439,
                613,
                7512,
                322,
                300,
                3479,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1934086204576893,
            "compression_ratio": 1.649056603773585,
            "no_speech_prob": 0.00396728515625,
            "words": [
                {
                    "start": 3087.22,
                    "end": 3087.66,
                    "word": " And",
                    "probability": 0.8896484375
                },
                {
                    "start": 3087.66,
                    "end": 3087.84,
                    "word": " it's",
                    "probability": 0.949951171875
                },
                {
                    "start": 3087.84,
                    "end": 3088.28,
                    "word": " executing",
                    "probability": 0.6943359375
                },
                {
                    "start": 3088.28,
                    "end": 3088.54,
                    "word": " all",
                    "probability": 0.8935546875
                },
                {
                    "start": 3088.54,
                    "end": 3088.74,
                    "word": " these",
                    "probability": 0.67724609375
                },
                {
                    "start": 3088.74,
                    "end": 3089.08,
                    "word": " techniques",
                    "probability": 0.82958984375
                },
                {
                    "start": 3089.08,
                    "end": 3089.3,
                    "word": " on",
                    "probability": 0.89453125
                },
                {
                    "start": 3089.3,
                    "end": 3089.46,
                    "word": " that",
                    "probability": 0.88525390625
                },
                {
                    "start": 3089.46,
                    "end": 3089.8,
                    "word": " machine",
                    "probability": 0.736328125
                },
                {
                    "start": 3089.8,
                    "end": 3090.06,
                    "word": ".",
                    "probability": 0.97900390625
                }
            ]
        },
        {
            "id": 493,
            "seek": 306868,
            "start": 3090.06,
            "end": 3092.36,
            "text": " Well, this takes a little bit of time.",
            "tokens": [
                50364,
                1042,
                11,
                341,
                2516,
                257,
                707,
                857,
                295,
                565,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3090.06,
                    "end": 3090.6,
                    "word": " Well",
                    "probability": 0.0909423828125
                },
                {
                    "start": 3090.6,
                    "end": 3090.66,
                    "word": ",",
                    "probability": 0.89404296875
                },
                {
                    "start": 3090.66,
                    "end": 3090.8,
                    "word": " this",
                    "probability": 0.8701171875
                },
                {
                    "start": 3090.8,
                    "end": 3091.02,
                    "word": " takes",
                    "probability": 0.73291015625
                },
                {
                    "start": 3091.16,
                    "end": 3091.28,
                    "word": " a little",
                    "probability": 0.80419921875
                },
                {
                    "start": 3091.28,
                    "end": 3091.46,
                    "word": " bit",
                    "probability": 0.89501953125
                },
                {
                    "start": 3091.46,
                    "end": 3091.58,
                    "word": " of",
                    "probability": 0.900390625
                },
                {
                    "start": 3091.58,
                    "end": 3091.92,
                    "word": " time",
                    "probability": 0.806640625
                },
                {
                    "start": 3091.92,
                    "end": 3092.36,
                    "word": ".",
                    "probability": 0.552734375
                }
            ]
        },
        {
            "id": 494,
            "seek": 306868,
            "start": 3092.5,
            "end": 3096.92,
            "text": " So, we have to wait for all the techniques to be executed.",
            "tokens": [
                50464,
                407,
                11,
                321,
                362,
                281,
                1699,
                337,
                439,
                264,
                7512,
                281,
                312,
                17577,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3092.5,
                    "end": 3092.6,
                    "word": " So",
                    "probability": 0.7421875
                },
                {
                    "start": 3092.6,
                    "end": 3092.68,
                    "word": ",",
                    "probability": 0.04681396484375
                },
                {
                    "start": 3092.68,
                    "end": 3092.72,
                    "word": " we",
                    "probability": 0.90087890625
                },
                {
                    "start": 3092.72,
                    "end": 3092.84,
                    "word": " have",
                    "probability": 0.8720703125
                },
                {
                    "start": 3092.84,
                    "end": 3092.94,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 3092.94,
                    "end": 3093.22,
                    "word": " wait",
                    "probability": 0.806640625
                },
                {
                    "start": 3093.22,
                    "end": 3093.7,
                    "word": " for",
                    "probability": 0.900390625
                },
                {
                    "start": 3093.7,
                    "end": 3094.12,
                    "word": " all",
                    "probability": 0.8515625
                },
                {
                    "start": 3094.12,
                    "end": 3094.5,
                    "word": " the",
                    "probability": 0.8046875
                },
                {
                    "start": 3094.5,
                    "end": 3095.74,
                    "word": " techniques",
                    "probability": 0.8623046875
                },
                {
                    "start": 3095.74,
                    "end": 3095.88,
                    "word": " to",
                    "probability": 0.908203125
                },
                {
                    "start": 3095.88,
                    "end": 3096.0,
                    "word": " be",
                    "probability": 0.904296875
                },
                {
                    "start": 3096.0,
                    "end": 3096.48,
                    "word": " executed",
                    "probability": 0.91552734375
                },
                {
                    "start": 3096.48,
                    "end": 3096.92,
                    "word": ".",
                    "probability": 0.81787109375
                }
            ]
        },
        {
            "id": 495,
            "seek": 306868,
            "start": 3097.1,
            "end": 3100.78,
            "text": " And this is where the pipe communication comes in.",
            "tokens": [
                50714,
                400,
                341,
                307,
                689,
                264,
                11240,
                6101,
                1487,
                294,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3097.1,
                    "end": 3097.18,
                    "word": " And",
                    "probability": 0.78955078125
                },
                {
                    "start": 3097.18,
                    "end": 3097.32,
                    "word": " this",
                    "probability": 0.86328125
                },
                {
                    "start": 3097.32,
                    "end": 3097.46,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 3097.46,
                    "end": 3097.72,
                    "word": " where",
                    "probability": 0.9140625
                },
                {
                    "start": 3097.72,
                    "end": 3098.4,
                    "word": " the",
                    "probability": 0.299072265625
                },
                {
                    "start": 3098.4,
                    "end": 3099.56,
                    "word": " pipe",
                    "probability": 0.4755859375
                },
                {
                    "start": 3099.56,
                    "end": 3100.04,
                    "word": " communication",
                    "probability": 0.72802734375
                },
                {
                    "start": 3100.04,
                    "end": 3100.54,
                    "word": " comes",
                    "probability": 0.80810546875
                },
                {
                    "start": 3100.54,
                    "end": 3100.7,
                    "word": " in",
                    "probability": 0.90771484375
                },
                {
                    "start": 3100.7,
                    "end": 3100.78,
                    "word": ".",
                    "probability": 0.9404296875
                }
            ]
        },
        {
            "id": 496,
            "seek": 306868,
            "start": 3100.78,
            "end": 3103.3,
            "text": " So, it actually checks whether it's done.",
            "tokens": [
                50864,
                407,
                11,
                309,
                767,
                13834,
                1968,
                309,
                311,
                1096,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3100.78,
                    "end": 3100.88,
                    "word": " So",
                    "probability": 0.8662109375
                },
                {
                    "start": 3100.88,
                    "end": 3100.9,
                    "word": ",",
                    "probability": 0.9013671875
                },
                {
                    "start": 3100.9,
                    "end": 3101.0,
                    "word": " it",
                    "probability": 0.9033203125
                },
                {
                    "start": 3101.0,
                    "end": 3101.32,
                    "word": " actually",
                    "probability": 0.7919921875
                },
                {
                    "start": 3101.32,
                    "end": 3101.72,
                    "word": " checks",
                    "probability": 0.759765625
                },
                {
                    "start": 3101.72,
                    "end": 3101.96,
                    "word": " whether",
                    "probability": 0.8427734375
                },
                {
                    "start": 3101.96,
                    "end": 3102.54,
                    "word": " it's",
                    "probability": 0.933349609375
                },
                {
                    "start": 3102.54,
                    "end": 3102.86,
                    "word": " done",
                    "probability": 0.7822265625
                },
                {
                    "start": 3102.86,
                    "end": 3103.3,
                    "word": ".",
                    "probability": 0.63330078125
                }
            ]
        },
        {
            "id": 497,
            "seek": 306868,
            "start": 3103.38,
            "end": 3108.48,
            "text": " And once it's done, it will also clean up after itself, so that at least you won't lose any traces.",
            "tokens": [
                51014,
                400,
                1564,
                309,
                311,
                1096,
                11,
                309,
                486,
                611,
                2541,
                493,
                934,
                2564,
                11,
                370,
                300,
                412,
                1935,
                291,
                1582,
                380,
                3624,
                604,
                26076,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3103.38,
                    "end": 3103.6,
                    "word": " And",
                    "probability": 0.89453125
                },
                {
                    "start": 3103.6,
                    "end": 3103.82,
                    "word": " once",
                    "probability": 0.806640625
                },
                {
                    "start": 3103.82,
                    "end": 3104.04,
                    "word": " it's",
                    "probability": 0.951904296875
                },
                {
                    "start": 3104.04,
                    "end": 3104.24,
                    "word": " done",
                    "probability": 0.79248046875
                },
                {
                    "start": 3104.24,
                    "end": 3104.32,
                    "word": ",",
                    "probability": 0.90283203125
                },
                {
                    "start": 3104.32,
                    "end": 3104.38,
                    "word": " it",
                    "probability": 0.9052734375
                },
                {
                    "start": 3104.38,
                    "end": 3104.54,
                    "word": " will",
                    "probability": 0.73779296875
                },
                {
                    "start": 3104.54,
                    "end": 3104.72,
                    "word": " also",
                    "probability": 0.8232421875
                },
                {
                    "start": 3104.72,
                    "end": 3105.0,
                    "word": " clean",
                    "probability": 0.796875
                },
                {
                    "start": 3105.0,
                    "end": 3105.18,
                    "word": " up",
                    "probability": 0.89794921875
                },
                {
                    "start": 3105.18,
                    "end": 3105.46,
                    "word": " after",
                    "probability": 0.74609375
                },
                {
                    "start": 3105.46,
                    "end": 3105.88,
                    "word": " itself",
                    "probability": 0.76171875
                },
                {
                    "start": 3105.88,
                    "end": 3106.04,
                    "word": ",",
                    "probability": 0.2900390625
                },
                {
                    "start": 3106.04,
                    "end": 3106.16,
                    "word": " so",
                    "probability": 0.89599609375
                },
                {
                    "start": 3106.16,
                    "end": 3106.34,
                    "word": " that",
                    "probability": 0.84423828125
                },
                {
                    "start": 3106.34,
                    "end": 3106.5,
                    "word": " at",
                    "probability": 0.8583984375
                },
                {
                    "start": 3106.5,
                    "end": 3106.66,
                    "word": " least",
                    "probability": 0.8544921875
                },
                {
                    "start": 3106.66,
                    "end": 3106.82,
                    "word": " you",
                    "probability": 0.85205078125
                },
                {
                    "start": 3106.82,
                    "end": 3107.02,
                    "word": " won't",
                    "probability": 0.944580078125
                },
                {
                    "start": 3107.02,
                    "end": 3107.26,
                    "word": " lose",
                    "probability": 0.68359375
                },
                {
                    "start": 3107.26,
                    "end": 3107.54,
                    "word": " any",
                    "probability": 0.82470703125
                },
                {
                    "start": 3107.54,
                    "end": 3108.04,
                    "word": " traces",
                    "probability": 0.875
                },
                {
                    "start": 3108.04,
                    "end": 3108.48,
                    "word": ".",
                    "probability": 0.61328125
                }
            ]
        },
        {
            "id": 498,
            "seek": 306868,
            "start": 3108.6,
            "end": 3114.68,
            "text": " All the binaries will be gone again, if your EDR didn't stop it already, of course.",
            "tokens": [
                51264,
                1057,
                264,
                5171,
                4889,
                486,
                312,
                2780,
                797,
                11,
                498,
                428,
                462,
                9301,
                994,
                380,
                1590,
                309,
                1217,
                11,
                295,
                1164,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3108.6,
                    "end": 3108.7,
                    "word": " All",
                    "probability": 0.88671875
                },
                {
                    "start": 3108.7,
                    "end": 3108.82,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 3108.82,
                    "end": 3109.14,
                    "word": " binaries",
                    "probability": 0.614013671875
                },
                {
                    "start": 3109.14,
                    "end": 3109.36,
                    "word": " will",
                    "probability": 0.78564453125
                },
                {
                    "start": 3109.36,
                    "end": 3109.54,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 3109.54,
                    "end": 3109.8,
                    "word": " gone",
                    "probability": 0.87060546875
                },
                {
                    "start": 3109.8,
                    "end": 3110.12,
                    "word": " again",
                    "probability": 0.91162109375
                },
                {
                    "start": 3110.12,
                    "end": 3110.96,
                    "word": ",",
                    "probability": 0.406982421875
                },
                {
                    "start": 3110.96,
                    "end": 3111.58,
                    "word": " if",
                    "probability": 0.88818359375
                },
                {
                    "start": 3111.58,
                    "end": 3112.3,
                    "word": " your",
                    "probability": 0.76806640625
                },
                {
                    "start": 3112.3,
                    "end": 3112.64,
                    "word": " EDR",
                    "probability": 0.8916015625
                },
                {
                    "start": 3112.64,
                    "end": 3112.98,
                    "word": " didn't",
                    "probability": 0.9091796875
                },
                {
                    "start": 3112.98,
                    "end": 3113.26,
                    "word": " stop",
                    "probability": 0.8017578125
                },
                {
                    "start": 3113.26,
                    "end": 3113.38,
                    "word": " it",
                    "probability": 0.90185546875
                },
                {
                    "start": 3113.38,
                    "end": 3113.7,
                    "word": " already",
                    "probability": 0.837890625
                },
                {
                    "start": 3113.7,
                    "end": 3114.04,
                    "word": ",",
                    "probability": 0.8515625
                },
                {
                    "start": 3114.04,
                    "end": 3114.32,
                    "word": " of",
                    "probability": 0.8935546875
                },
                {
                    "start": 3114.32,
                    "end": 3114.46,
                    "word": " course",
                    "probability": 0.85888671875
                },
                {
                    "start": 3114.46,
                    "end": 3114.68,
                    "word": ".",
                    "probability": 0.179443359375
                }
            ]
        },
        {
            "id": 499,
            "seek": 306868,
            "start": 3114.74,
            "end": 3118.3,
            "text": " Which is also a way of validating whether it worked or not.",
            "tokens": [
                51564,
                3013,
                307,
                611,
                257,
                636,
                295,
                7363,
                990,
                1968,
                309,
                2732,
                420,
                406,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19227789945838866,
            "compression_ratio": 1.6254681647940075,
            "no_speech_prob": 0.0029468536376953125,
            "words": [
                {
                    "start": 3114.74,
                    "end": 3115.18,
                    "word": " Which",
                    "probability": 0.810546875
                },
                {
                    "start": 3115.18,
                    "end": 3115.86,
                    "word": " is",
                    "probability": 0.8828125
                },
                {
                    "start": 3115.86,
                    "end": 3116.08,
                    "word": " also",
                    "probability": 0.81396484375
                },
                {
                    "start": 3116.24,
                    "end": 3116.32,
                    "word": " a way",
                    "probability": 0.9033203125
                },
                {
                    "start": 3116.32,
                    "end": 3116.42,
                    "word": " of",
                    "probability": 0.8681640625
                },
                {
                    "start": 3116.42,
                    "end": 3116.88,
                    "word": " validating",
                    "probability": 0.8984375
                },
                {
                    "start": 3116.88,
                    "end": 3117.16,
                    "word": " whether",
                    "probability": 0.83349609375
                },
                {
                    "start": 3117.16,
                    "end": 3117.38,
                    "word": " it",
                    "probability": 0.904296875
                },
                {
                    "start": 3117.38,
                    "end": 3117.66,
                    "word": " worked",
                    "probability": 0.70947265625
                },
                {
                    "start": 3117.66,
                    "end": 3117.78,
                    "word": " or",
                    "probability": 0.89892578125
                },
                {
                    "start": 3117.78,
                    "end": 3118.0,
                    "word": " not",
                    "probability": 0.892578125
                },
                {
                    "start": 3118.0,
                    "end": 3118.3,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 500,
            "seek": 308798,
            "start": 3120.12,
            "end": 3121.14,
            "text": " And there you go.",
            "tokens": [
                50414,
                400,
                456,
                291,
                352,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3120.12,
                    "end": 3120.6,
                    "word": " And",
                    "probability": 0.68896484375
                },
                {
                    "start": 3120.6,
                    "end": 3120.8,
                    "word": " there",
                    "probability": 0.79833984375
                },
                {
                    "start": 3120.8,
                    "end": 3120.88,
                    "word": " you",
                    "probability": 0.89990234375
                },
                {
                    "start": 3120.88,
                    "end": 3121.04,
                    "word": " go",
                    "probability": 0.90087890625
                },
                {
                    "start": 3121.04,
                    "end": 3121.14,
                    "word": ".",
                    "probability": 0.7919921875
                }
            ]
        },
        {
            "id": 501,
            "seek": 308798,
            "start": 3121.14,
            "end": 3123.32,
            "text": " So, they are executed.",
            "tokens": [
                50464,
                407,
                11,
                436,
                366,
                17577,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3121.14,
                    "end": 3121.24,
                    "word": " So",
                    "probability": 0.85302734375
                },
                {
                    "start": 3121.24,
                    "end": 3121.34,
                    "word": ",",
                    "probability": 0.0609130859375
                },
                {
                    "start": 3121.34,
                    "end": 3121.96,
                    "word": " they",
                    "probability": 0.6787109375
                },
                {
                    "start": 3121.96,
                    "end": 3122.3,
                    "word": " are",
                    "probability": 0.8896484375
                },
                {
                    "start": 3122.3,
                    "end": 3122.98,
                    "word": " executed",
                    "probability": 0.916015625
                },
                {
                    "start": 3122.98,
                    "end": 3123.32,
                    "word": ".",
                    "probability": 0.66064453125
                }
            ]
        },
        {
            "id": 502,
            "seek": 308798,
            "start": 3123.32,
            "end": 3126.98,
            "text": " So, you show it was started, where it was started from.",
            "tokens": [
                50564,
                407,
                11,
                291,
                855,
                309,
                390,
                1409,
                11,
                689,
                309,
                390,
                1409,
                490,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3123.32,
                    "end": 3123.46,
                    "word": " So",
                    "probability": 0.74560546875
                },
                {
                    "start": 3123.46,
                    "end": 3123.48,
                    "word": ",",
                    "probability": 0.7724609375
                },
                {
                    "start": 3123.48,
                    "end": 3123.6,
                    "word": " you",
                    "probability": 0.8818359375
                },
                {
                    "start": 3123.6,
                    "end": 3123.78,
                    "word": " show",
                    "probability": 0.472412109375
                },
                {
                    "start": 3123.78,
                    "end": 3123.96,
                    "word": " it",
                    "probability": 0.53466796875
                },
                {
                    "start": 3123.96,
                    "end": 3124.2,
                    "word": " was",
                    "probability": 0.55712890625
                },
                {
                    "start": 3124.2,
                    "end": 3124.62,
                    "word": " started",
                    "probability": 0.80517578125
                },
                {
                    "start": 3124.62,
                    "end": 3125.08,
                    "word": ",",
                    "probability": 0.81591796875
                },
                {
                    "start": 3125.08,
                    "end": 3125.44,
                    "word": " where",
                    "probability": 0.89453125
                },
                {
                    "start": 3125.44,
                    "end": 3125.56,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 3125.56,
                    "end": 3125.7,
                    "word": " was",
                    "probability": 0.89208984375
                },
                {
                    "start": 3125.7,
                    "end": 3126.0,
                    "word": " started",
                    "probability": 0.8056640625
                },
                {
                    "start": 3126.0,
                    "end": 3126.5,
                    "word": " from",
                    "probability": 0.8154296875
                },
                {
                    "start": 3126.5,
                    "end": 3126.98,
                    "word": ".",
                    "probability": 0.73828125
                }
            ]
        },
        {
            "id": 503,
            "seek": 308798,
            "start": 3127.08,
            "end": 3129.94,
            "text": " You see the key that was added to the registry.",
            "tokens": [
                50764,
                509,
                536,
                264,
                2141,
                300,
                390,
                3869,
                281,
                264,
                36468,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3127.08,
                    "end": 3127.38,
                    "word": " You",
                    "probability": 0.8916015625
                },
                {
                    "start": 3127.38,
                    "end": 3127.56,
                    "word": " see",
                    "probability": 0.82470703125
                },
                {
                    "start": 3127.56,
                    "end": 3127.76,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 3127.76,
                    "end": 3128.04,
                    "word": " key",
                    "probability": 0.8017578125
                },
                {
                    "start": 3128.04,
                    "end": 3128.3,
                    "word": " that",
                    "probability": 0.8701171875
                },
                {
                    "start": 3128.3,
                    "end": 3128.46,
                    "word": " was",
                    "probability": 0.8974609375
                },
                {
                    "start": 3128.46,
                    "end": 3128.7,
                    "word": " added",
                    "probability": 0.78759765625
                },
                {
                    "start": 3128.7,
                    "end": 3128.84,
                    "word": " to",
                    "probability": 0.888671875
                },
                {
                    "start": 3128.84,
                    "end": 3129.0,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 3129.0,
                    "end": 3129.46,
                    "word": " registry",
                    "probability": 0.88720703125
                },
                {
                    "start": 3129.46,
                    "end": 3129.94,
                    "word": ".",
                    "probability": 0.77783203125
                }
            ]
        },
        {
            "id": 504,
            "seek": 308798,
            "start": 3130.4,
            "end": 3132.56,
            "text": " It was successfully created.",
            "tokens": [
                50914,
                467,
                390,
                10727,
                2942,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3130.4,
                    "end": 3130.88,
                    "word": " It",
                    "probability": 0.8515625
                },
                {
                    "start": 3130.88,
                    "end": 3131.1,
                    "word": " was",
                    "probability": 0.90234375
                },
                {
                    "start": 3131.1,
                    "end": 3131.54,
                    "word": " successfully",
                    "probability": 0.83251953125
                },
                {
                    "start": 3131.54,
                    "end": 3132.08,
                    "word": " created",
                    "probability": 0.73876953125
                },
                {
                    "start": 3132.08,
                    "end": 3132.56,
                    "word": ".",
                    "probability": 0.62646484375
                }
            ]
        },
        {
            "id": 505,
            "seek": 308798,
            "start": 3132.78,
            "end": 3136.02,
            "text": " Then it was deleted, because you don't want it to be there.",
            "tokens": [
                51064,
                1396,
                309,
                390,
                22981,
                11,
                570,
                291,
                500,
                380,
                528,
                309,
                281,
                312,
                456,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3132.78,
                    "end": 3133.26,
                    "word": " Then",
                    "probability": 0.71533203125
                },
                {
                    "start": 3133.26,
                    "end": 3133.38,
                    "word": " it",
                    "probability": 0.70947265625
                },
                {
                    "start": 3133.38,
                    "end": 3133.54,
                    "word": " was",
                    "probability": 0.90283203125
                },
                {
                    "start": 3133.54,
                    "end": 3133.9,
                    "word": " deleted",
                    "probability": 0.76611328125
                },
                {
                    "start": 3133.9,
                    "end": 3134.02,
                    "word": ",",
                    "probability": 0.227294921875
                },
                {
                    "start": 3134.02,
                    "end": 3134.34,
                    "word": " because",
                    "probability": 0.82861328125
                },
                {
                    "start": 3134.34,
                    "end": 3134.56,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3134.56,
                    "end": 3134.74,
                    "word": " don't",
                    "probability": 0.935791015625
                },
                {
                    "start": 3134.74,
                    "end": 3134.98,
                    "word": " want",
                    "probability": 0.81591796875
                },
                {
                    "start": 3134.98,
                    "end": 3135.4,
                    "word": " it",
                    "probability": 0.8984375
                },
                {
                    "start": 3135.4,
                    "end": 3135.52,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 3135.52,
                    "end": 3135.64,
                    "word": " be",
                    "probability": 0.90966796875
                },
                {
                    "start": 3135.64,
                    "end": 3135.96,
                    "word": " there",
                    "probability": 0.8583984375
                },
                {
                    "start": 3135.96,
                    "end": 3136.02,
                    "word": ".",
                    "probability": 0.248291015625
                }
            ]
        },
        {
            "id": 506,
            "seek": 308798,
            "start": 3136.02,
            "end": 3137.6,
            "text": " And the simulation is finished.",
            "tokens": [
                51214,
                400,
                264,
                16575,
                307,
                4335,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19981970485204306,
            "compression_ratio": 1.5868263473053892,
            "no_speech_prob": 0.00016260147094726562,
            "words": [
                {
                    "start": 3136.02,
                    "end": 3136.08,
                    "word": " And",
                    "probability": 0.896484375
                },
                {
                    "start": 3136.08,
                    "end": 3136.18,
                    "word": " the",
                    "probability": 0.5302734375
                },
                {
                    "start": 3136.18,
                    "end": 3136.48,
                    "word": " simulation",
                    "probability": 0.947265625
                },
                {
                    "start": 3136.48,
                    "end": 3136.78,
                    "word": " is",
                    "probability": 0.90625
                },
                {
                    "start": 3136.78,
                    "end": 3137.12,
                    "word": " finished",
                    "probability": 0.7470703125
                },
                {
                    "start": 3137.12,
                    "end": 3137.6,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 507,
            "seek": 311714,
            "start": 3137.6,
            "end": 3149.02,
            "text": " Same goes for this technique, where you see a different path and the same parent process ID that it actually executed from.",
            "tokens": [
                50364,
                10635,
                1709,
                337,
                341,
                6532,
                11,
                689,
                291,
                536,
                257,
                819,
                3100,
                293,
                264,
                912,
                2596,
                1399,
                7348,
                300,
                309,
                767,
                17577,
                490,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224151293436686,
            "compression_ratio": 1.6604651162790698,
            "no_speech_prob": 0.051849365234375,
            "words": [
                {
                    "start": 3137.6,
                    "end": 3138.36,
                    "word": " Same",
                    "probability": 0.63720703125
                },
                {
                    "start": 3138.36,
                    "end": 3138.64,
                    "word": " goes",
                    "probability": 0.86376953125
                },
                {
                    "start": 3138.64,
                    "end": 3139.04,
                    "word": " for",
                    "probability": 0.89892578125
                },
                {
                    "start": 3139.04,
                    "end": 3140.16,
                    "word": " this",
                    "probability": 0.8125
                },
                {
                    "start": 3140.16,
                    "end": 3140.56,
                    "word": " technique",
                    "probability": 0.90576171875
                },
                {
                    "start": 3140.56,
                    "end": 3140.74,
                    "word": ",",
                    "probability": 0.34423828125
                },
                {
                    "start": 3140.74,
                    "end": 3140.96,
                    "word": " where",
                    "probability": 0.89794921875
                },
                {
                    "start": 3140.96,
                    "end": 3141.72,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3141.72,
                    "end": 3141.94,
                    "word": " see",
                    "probability": 0.8271484375
                },
                {
                    "start": 3142.14,
                    "end": 3142.48,
                    "word": " a different",
                    "probability": 0.6787109375
                },
                {
                    "start": 3142.48,
                    "end": 3143.14,
                    "word": " path",
                    "probability": 0.81884765625
                },
                {
                    "start": 3143.14,
                    "end": 3143.72,
                    "word": " and",
                    "probability": 0.70703125
                },
                {
                    "start": 3143.72,
                    "end": 3143.86,
                    "word": " the",
                    "probability": 0.302734375
                },
                {
                    "start": 3143.86,
                    "end": 3145.5,
                    "word": " same",
                    "probability": 0.83740234375
                },
                {
                    "start": 3145.5,
                    "end": 3145.78,
                    "word": " parent",
                    "probability": 0.55322265625
                },
                {
                    "start": 3145.78,
                    "end": 3146.12,
                    "word": " process",
                    "probability": 0.66845703125
                },
                {
                    "start": 3146.12,
                    "end": 3146.46,
                    "word": " ID",
                    "probability": 0.8671875
                },
                {
                    "start": 3146.46,
                    "end": 3146.78,
                    "word": " that",
                    "probability": 0.86572265625
                },
                {
                    "start": 3146.78,
                    "end": 3146.96,
                    "word": " it",
                    "probability": 0.8779296875
                },
                {
                    "start": 3146.96,
                    "end": 3147.5,
                    "word": " actually",
                    "probability": 0.74658203125
                },
                {
                    "start": 3147.5,
                    "end": 3148.0,
                    "word": " executed",
                    "probability": 0.83935546875
                },
                {
                    "start": 3148.0,
                    "end": 3148.4,
                    "word": " from",
                    "probability": 0.81103515625
                },
                {
                    "start": 3148.4,
                    "end": 3149.02,
                    "word": ".",
                    "probability": 0.72900390625
                }
            ]
        },
        {
            "id": 508,
            "seek": 311714,
            "start": 3149.16,
            "end": 3159.04,
            "text": " And you see the command that was executed in full detail, which you can then also use in your detection later on, to see whether you actually found it.",
            "tokens": [
                50914,
                400,
                291,
                536,
                264,
                5622,
                300,
                390,
                17577,
                294,
                1577,
                2607,
                11,
                597,
                291,
                393,
                550,
                611,
                764,
                294,
                428,
                17784,
                1780,
                322,
                11,
                281,
                536,
                1968,
                291,
                767,
                1352,
                309,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224151293436686,
            "compression_ratio": 1.6604651162790698,
            "no_speech_prob": 0.051849365234375,
            "words": [
                {
                    "start": 3149.16,
                    "end": 3149.64,
                    "word": " And",
                    "probability": 0.76318359375
                },
                {
                    "start": 3149.64,
                    "end": 3149.78,
                    "word": " you",
                    "probability": 0.89208984375
                },
                {
                    "start": 3149.78,
                    "end": 3149.94,
                    "word": " see",
                    "probability": 0.82275390625
                },
                {
                    "start": 3149.94,
                    "end": 3150.1,
                    "word": " the",
                    "probability": 0.80908203125
                },
                {
                    "start": 3150.1,
                    "end": 3150.4,
                    "word": " command",
                    "probability": 0.759765625
                },
                {
                    "start": 3150.4,
                    "end": 3150.54,
                    "word": " that",
                    "probability": 0.86865234375
                },
                {
                    "start": 3150.54,
                    "end": 3150.66,
                    "word": " was",
                    "probability": 0.89501953125
                },
                {
                    "start": 3150.66,
                    "end": 3151.16,
                    "word": " executed",
                    "probability": 0.9091796875
                },
                {
                    "start": 3151.16,
                    "end": 3152.22,
                    "word": " in",
                    "probability": 0.8876953125
                },
                {
                    "start": 3152.22,
                    "end": 3152.96,
                    "word": " full",
                    "probability": 0.796875
                },
                {
                    "start": 3152.96,
                    "end": 3153.42,
                    "word": " detail",
                    "probability": 0.8427734375
                },
                {
                    "start": 3153.42,
                    "end": 3153.46,
                    "word": ",",
                    "probability": 0.91943359375
                },
                {
                    "start": 3153.46,
                    "end": 3153.68,
                    "word": " which",
                    "probability": 0.91552734375
                },
                {
                    "start": 3153.68,
                    "end": 3153.78,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 3153.78,
                    "end": 3153.9,
                    "word": " can",
                    "probability": 0.89501953125
                },
                {
                    "start": 3153.9,
                    "end": 3154.14,
                    "word": " then",
                    "probability": 0.7099609375
                },
                {
                    "start": 3154.14,
                    "end": 3154.48,
                    "word": " also",
                    "probability": 0.81689453125
                },
                {
                    "start": 3154.48,
                    "end": 3154.84,
                    "word": " use",
                    "probability": 0.81103515625
                },
                {
                    "start": 3154.84,
                    "end": 3154.96,
                    "word": " in",
                    "probability": 0.90234375
                },
                {
                    "start": 3154.96,
                    "end": 3155.08,
                    "word": " your",
                    "probability": 0.7998046875
                },
                {
                    "start": 3155.08,
                    "end": 3155.42,
                    "word": " detection",
                    "probability": 0.75341796875
                },
                {
                    "start": 3155.42,
                    "end": 3155.74,
                    "word": " later",
                    "probability": 0.88330078125
                },
                {
                    "start": 3155.74,
                    "end": 3156.08,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 3156.08,
                    "end": 3156.54,
                    "word": ",",
                    "probability": 0.1920166015625
                },
                {
                    "start": 3156.54,
                    "end": 3156.66,
                    "word": " to",
                    "probability": 0.8740234375
                },
                {
                    "start": 3156.66,
                    "end": 3156.82,
                    "word": " see",
                    "probability": 0.806640625
                },
                {
                    "start": 3156.82,
                    "end": 3157.06,
                    "word": " whether",
                    "probability": 0.81494140625
                },
                {
                    "start": 3157.06,
                    "end": 3157.34,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 3157.34,
                    "end": 3157.9,
                    "word": " actually",
                    "probability": 0.78271484375
                },
                {
                    "start": 3157.9,
                    "end": 3158.26,
                    "word": " found",
                    "probability": 0.8857421875
                },
                {
                    "start": 3158.26,
                    "end": 3158.42,
                    "word": " it",
                    "probability": 0.8994140625
                },
                {
                    "start": 3158.42,
                    "end": 3159.04,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 509,
            "seek": 311714,
            "start": 3159.74,
            "end": 3166.76,
            "text": " And in the meantime, it's starting to execute another one on a different machine.",
            "tokens": [
                51414,
                400,
                294,
                264,
                14991,
                11,
                309,
                311,
                2891,
                281,
                14483,
                1071,
                472,
                322,
                257,
                819,
                3479,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2224151293436686,
            "compression_ratio": 1.6604651162790698,
            "no_speech_prob": 0.051849365234375,
            "words": [
                {
                    "start": 3159.74,
                    "end": 3159.98,
                    "word": " And",
                    "probability": 0.8115234375
                },
                {
                    "start": 3159.98,
                    "end": 3160.08,
                    "word": " in",
                    "probability": 0.86865234375
                },
                {
                    "start": 3160.08,
                    "end": 3160.18,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3160.18,
                    "end": 3160.42,
                    "word": " meantime",
                    "probability": 0.86328125
                },
                {
                    "start": 3160.42,
                    "end": 3160.56,
                    "word": ",",
                    "probability": 0.935546875
                },
                {
                    "start": 3160.56,
                    "end": 3160.74,
                    "word": " it's",
                    "probability": 0.945068359375
                },
                {
                    "start": 3160.74,
                    "end": 3161.0,
                    "word": " starting",
                    "probability": 0.84130859375
                },
                {
                    "start": 3161.0,
                    "end": 3161.2,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 3161.2,
                    "end": 3161.68,
                    "word": " execute",
                    "probability": 0.86181640625
                },
                {
                    "start": 3161.68,
                    "end": 3162.14,
                    "word": " another",
                    "probability": 0.7724609375
                },
                {
                    "start": 3162.14,
                    "end": 3162.96,
                    "word": " one",
                    "probability": 0.80419921875
                },
                {
                    "start": 3162.96,
                    "end": 3164.86,
                    "word": " on",
                    "probability": 0.841796875
                },
                {
                    "start": 3165.94,
                    "end": 3166.18,
                    "word": " a different",
                    "probability": 0.69482421875
                },
                {
                    "start": 3166.18,
                    "end": 3166.62,
                    "word": " machine",
                    "probability": 0.7314453125
                },
                {
                    "start": 3166.62,
                    "end": 3166.76,
                    "word": ".",
                    "probability": 0.8203125
                }
            ]
        },
        {
            "id": 510,
            "seek": 314512,
            "start": 3166.76,
            "end": 3168.28,
            "text": " And this is the PCMP.",
            "tokens": [
                50364,
                400,
                341,
                307,
                264,
                6465,
                12224,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3166.76,
                    "end": 3166.76,
                    "word": " And",
                    "probability": 0.035003662109375
                },
                {
                    "start": 3166.76,
                    "end": 3166.92,
                    "word": " this",
                    "probability": 0.6591796875
                },
                {
                    "start": 3166.92,
                    "end": 3167.08,
                    "word": " is",
                    "probability": 0.89306640625
                },
                {
                    "start": 3167.08,
                    "end": 3167.26,
                    "word": " the",
                    "probability": 0.80029296875
                },
                {
                    "start": 3167.26,
                    "end": 3167.8,
                    "word": " PCMP",
                    "probability": 0.8271484375
                },
                {
                    "start": 3167.8,
                    "end": 3168.28,
                    "word": ".",
                    "probability": 0.76806640625
                }
            ]
        },
        {
            "id": 511,
            "seek": 314512,
            "start": 3168.28,
            "end": 3172.52,
            "text": " It's a different simulator that you see running under a different user context.",
            "tokens": [
                50464,
                467,
                311,
                257,
                819,
                32974,
                300,
                291,
                536,
                2614,
                833,
                257,
                819,
                4195,
                4319,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3168.28,
                    "end": 3168.72,
                    "word": " It's",
                    "probability": 0.944091796875
                },
                {
                    "start": 3168.82,
                    "end": 3169.06,
                    "word": " a different",
                    "probability": 0.6923828125
                },
                {
                    "start": 3169.06,
                    "end": 3169.46,
                    "word": " simulator",
                    "probability": 0.880859375
                },
                {
                    "start": 3169.46,
                    "end": 3169.82,
                    "word": " that",
                    "probability": 0.87646484375
                },
                {
                    "start": 3169.82,
                    "end": 3169.94,
                    "word": " you",
                    "probability": 0.8984375
                },
                {
                    "start": 3169.94,
                    "end": 3170.12,
                    "word": " see",
                    "probability": 0.82177734375
                },
                {
                    "start": 3170.12,
                    "end": 3170.42,
                    "word": " running",
                    "probability": 0.87841796875
                },
                {
                    "start": 3170.42,
                    "end": 3170.7,
                    "word": " under",
                    "probability": 0.3779296875
                },
                {
                    "start": 3170.88,
                    "end": 3171.1,
                    "word": " a different",
                    "probability": 0.693359375
                },
                {
                    "start": 3171.1,
                    "end": 3171.44,
                    "word": " user",
                    "probability": 0.77783203125
                },
                {
                    "start": 3171.44,
                    "end": 3172.0,
                    "word": " context",
                    "probability": 0.763671875
                },
                {
                    "start": 3172.0,
                    "end": 3172.52,
                    "word": ".",
                    "probability": 0.744140625
                }
            ]
        },
        {
            "id": 512,
            "seek": 314512,
            "start": 3174.14,
            "end": 3178.9,
            "text": " And it's actually injecting into Notepad.",
            "tokens": [
                50764,
                400,
                309,
                311,
                767,
                10711,
                278,
                666,
                1726,
                595,
                345,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3174.14,
                    "end": 3174.66,
                    "word": " And",
                    "probability": 0.8720703125
                },
                {
                    "start": 3174.66,
                    "end": 3175.06,
                    "word": " it's",
                    "probability": 0.941162109375
                },
                {
                    "start": 3175.06,
                    "end": 3175.44,
                    "word": " actually",
                    "probability": 0.74462890625
                },
                {
                    "start": 3175.44,
                    "end": 3178.2,
                    "word": " injecting",
                    "probability": 0.60595703125
                },
                {
                    "start": 3178.2,
                    "end": 3178.4,
                    "word": " into",
                    "probability": 0.487548828125
                },
                {
                    "start": 3178.4,
                    "end": 3178.82,
                    "word": " Notepad",
                    "probability": 0.8837890625
                },
                {
                    "start": 3178.82,
                    "end": 3178.9,
                    "word": ".",
                    "probability": 0.89501953125
                }
            ]
        },
        {
            "id": 513,
            "seek": 314512,
            "start": 3178.9,
            "end": 3180.32,
            "text": " So, you see exactly what it did.",
            "tokens": [
                50964,
                407,
                11,
                291,
                536,
                2293,
                437,
                309,
                630,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3178.9,
                    "end": 3179.0,
                    "word": " So",
                    "probability": 0.8935546875
                },
                {
                    "start": 3179.0,
                    "end": 3179.14,
                    "word": ",",
                    "probability": 0.0440673828125
                },
                {
                    "start": 3179.14,
                    "end": 3179.14,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 3179.14,
                    "end": 3179.38,
                    "word": " see",
                    "probability": 0.8095703125
                },
                {
                    "start": 3179.38,
                    "end": 3179.78,
                    "word": " exactly",
                    "probability": 0.78466796875
                },
                {
                    "start": 3179.78,
                    "end": 3180.02,
                    "word": " what",
                    "probability": 0.88720703125
                },
                {
                    "start": 3180.02,
                    "end": 3180.14,
                    "word": " it",
                    "probability": 0.90478515625
                },
                {
                    "start": 3180.14,
                    "end": 3180.3,
                    "word": " did",
                    "probability": 0.6181640625
                },
                {
                    "start": 3180.3,
                    "end": 3180.32,
                    "word": ".",
                    "probability": 0.92529296875
                }
            ]
        },
        {
            "id": 514,
            "seek": 314512,
            "start": 3180.32,
            "end": 3183.48,
            "text": " So, it does an open process for VirtualAlloc.",
            "tokens": [
                51064,
                407,
                11,
                309,
                775,
                364,
                1269,
                1399,
                337,
                23887,
                7868,
                905,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3180.32,
                    "end": 3180.4,
                    "word": " So",
                    "probability": 0.8037109375
                },
                {
                    "start": 3180.4,
                    "end": 3180.42,
                    "word": ",",
                    "probability": 0.8818359375
                },
                {
                    "start": 3180.42,
                    "end": 3180.48,
                    "word": " it",
                    "probability": 0.8837890625
                },
                {
                    "start": 3180.48,
                    "end": 3180.6,
                    "word": " does",
                    "probability": 0.88720703125
                },
                {
                    "start": 3180.6,
                    "end": 3180.7,
                    "word": " an",
                    "probability": 0.89990234375
                },
                {
                    "start": 3180.7,
                    "end": 3180.92,
                    "word": " open",
                    "probability": 0.765625
                },
                {
                    "start": 3180.92,
                    "end": 3181.38,
                    "word": " process",
                    "probability": 0.83056640625
                },
                {
                    "start": 3181.38,
                    "end": 3181.84,
                    "word": " for",
                    "probability": 0.521484375
                },
                {
                    "start": 3181.84,
                    "end": 3182.96,
                    "word": " VirtualAlloc",
                    "probability": 0.47509765625
                },
                {
                    "start": 3182.96,
                    "end": 3183.48,
                    "word": ".",
                    "probability": 0.61767578125
                }
            ]
        },
        {
            "id": 515,
            "seek": 314512,
            "start": 3183.56,
            "end": 3190.84,
            "text": " Then it writes to the process memory and creates a new thread from that Notepad.exe.",
            "tokens": [
                51214,
                1396,
                309,
                13657,
                281,
                264,
                1399,
                4675,
                293,
                7829,
                257,
                777,
                7207,
                490,
                300,
                1726,
                595,
                345,
                13,
                3121,
                68,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3183.56,
                    "end": 3183.98,
                    "word": " Then",
                    "probability": 0.67236328125
                },
                {
                    "start": 3183.98,
                    "end": 3184.12,
                    "word": " it",
                    "probability": 0.7919921875
                },
                {
                    "start": 3184.12,
                    "end": 3184.36,
                    "word": " writes",
                    "probability": 0.8330078125
                },
                {
                    "start": 3184.36,
                    "end": 3184.52,
                    "word": " to",
                    "probability": 0.8271484375
                },
                {
                    "start": 3184.52,
                    "end": 3184.66,
                    "word": " the",
                    "probability": 0.55908203125
                },
                {
                    "start": 3184.66,
                    "end": 3184.98,
                    "word": " process",
                    "probability": 0.8447265625
                },
                {
                    "start": 3184.98,
                    "end": 3185.26,
                    "word": " memory",
                    "probability": 0.77490234375
                },
                {
                    "start": 3185.26,
                    "end": 3185.48,
                    "word": " and",
                    "probability": 0.86572265625
                },
                {
                    "start": 3185.48,
                    "end": 3185.74,
                    "word": " creates",
                    "probability": 0.75146484375
                },
                {
                    "start": 3185.86,
                    "end": 3186.04,
                    "word": " a new",
                    "probability": 0.81787109375
                },
                {
                    "start": 3186.04,
                    "end": 3186.46,
                    "word": " thread",
                    "probability": 0.7265625
                },
                {
                    "start": 3186.46,
                    "end": 3187.42,
                    "word": " from",
                    "probability": 0.8115234375
                },
                {
                    "start": 3187.42,
                    "end": 3188.42,
                    "word": " that",
                    "probability": 0.81591796875
                },
                {
                    "start": 3188.42,
                    "end": 3189.84,
                    "word": " Notepad",
                    "probability": 0.9039713541666666
                },
                {
                    "start": 3189.84,
                    "end": 3190.32,
                    "word": ".exe",
                    "probability": 0.7176106770833334
                },
                {
                    "start": 3190.32,
                    "end": 3190.84,
                    "word": ".",
                    "probability": 0.98291015625
                }
            ]
        },
        {
            "id": 516,
            "seek": 314512,
            "start": 3191.0,
            "end": 3194.74,
            "text": " And then the last technique that we mentioned was running LSAS.",
            "tokens": [
                51564,
                400,
                550,
                264,
                1036,
                6532,
                300,
                321,
                2835,
                390,
                2614,
                36657,
                3160,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.23843149511286846,
            "compression_ratio": 1.5991379310344827,
            "no_speech_prob": 0.01195526123046875,
            "words": [
                {
                    "start": 3191.0,
                    "end": 3191.3,
                    "word": " And",
                    "probability": 0.87548828125
                },
                {
                    "start": 3191.3,
                    "end": 3191.42,
                    "word": " then",
                    "probability": 0.705078125
                },
                {
                    "start": 3191.42,
                    "end": 3191.58,
                    "word": " the",
                    "probability": 0.74658203125
                },
                {
                    "start": 3191.58,
                    "end": 3191.84,
                    "word": " last",
                    "probability": 0.82763671875
                },
                {
                    "start": 3191.84,
                    "end": 3192.16,
                    "word": " technique",
                    "probability": 0.89990234375
                },
                {
                    "start": 3192.16,
                    "end": 3192.38,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 3192.38,
                    "end": 3192.62,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 3192.62,
                    "end": 3193.12,
                    "word": " mentioned",
                    "probability": 0.73388671875
                },
                {
                    "start": 3193.12,
                    "end": 3193.46,
                    "word": " was",
                    "probability": 0.876953125
                },
                {
                    "start": 3193.46,
                    "end": 3193.98,
                    "word": " running",
                    "probability": 0.83837890625
                },
                {
                    "start": 3193.98,
                    "end": 3194.56,
                    "word": " LSAS",
                    "probability": 0.659423828125
                },
                {
                    "start": 3194.56,
                    "end": 3194.74,
                    "word": ".",
                    "probability": 0.5849609375
                }
            ]
        },
        {
            "id": 517,
            "seek": 316620,
            "start": 3194.74,
            "end": 3197.26,
            "text": " And you see that it actually ran.",
            "tokens": [
                50364,
                400,
                291,
                536,
                300,
                309,
                767,
                5872,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3194.74,
                    "end": 3194.88,
                    "word": " And",
                    "probability": 0.40087890625
                },
                {
                    "start": 3194.88,
                    "end": 3194.98,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 3194.98,
                    "end": 3195.2,
                    "word": " see",
                    "probability": 0.8056640625
                },
                {
                    "start": 3195.2,
                    "end": 3195.42,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 3195.42,
                    "end": 3195.56,
                    "word": " it",
                    "probability": 0.9091796875
                },
                {
                    "start": 3195.56,
                    "end": 3195.96,
                    "word": " actually",
                    "probability": 0.7998046875
                },
                {
                    "start": 3195.96,
                    "end": 3196.94,
                    "word": " ran",
                    "probability": 0.8837890625
                },
                {
                    "start": 3196.94,
                    "end": 3197.26,
                    "word": ".",
                    "probability": 0.2279052734375
                }
            ]
        },
        {
            "id": 518,
            "seek": 316620,
            "start": 3197.26,
            "end": 3199.52,
            "text": " It identified the LSAS process.",
            "tokens": [
                50464,
                467,
                9234,
                264,
                36657,
                3160,
                1399,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3197.26,
                    "end": 3197.72,
                    "word": " It",
                    "probability": 0.8955078125
                },
                {
                    "start": 3197.72,
                    "end": 3198.3,
                    "word": " identified",
                    "probability": 0.82666015625
                },
                {
                    "start": 3198.3,
                    "end": 3198.52,
                    "word": " the",
                    "probability": 0.802734375
                },
                {
                    "start": 3198.52,
                    "end": 3198.84,
                    "word": " LSAS",
                    "probability": 0.4312744140625
                },
                {
                    "start": 3198.84,
                    "end": 3199.42,
                    "word": " process",
                    "probability": 0.8779296875
                },
                {
                    "start": 3199.42,
                    "end": 3199.52,
                    "word": ".",
                    "probability": 0.693359375
                }
            ]
        },
        {
            "id": 519,
            "seek": 316620,
            "start": 3199.52,
            "end": 3201.06,
            "text": " It tried to obtain a handle.",
            "tokens": [
                50564,
                467,
                3031,
                281,
                12701,
                257,
                4813,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3199.52,
                    "end": 3199.6,
                    "word": " It",
                    "probability": 0.89111328125
                },
                {
                    "start": 3199.6,
                    "end": 3199.8,
                    "word": " tried",
                    "probability": 0.71826171875
                },
                {
                    "start": 3199.8,
                    "end": 3199.98,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 3199.98,
                    "end": 3200.26,
                    "word": " obtain",
                    "probability": 0.80859375
                },
                {
                    "start": 3200.42,
                    "end": 3200.8,
                    "word": " a handle",
                    "probability": 0.75
                },
                {
                    "start": 3200.8,
                    "end": 3201.06,
                    "word": ".",
                    "probability": 0.468017578125
                }
            ]
        },
        {
            "id": 520,
            "seek": 316620,
            "start": 3201.06,
            "end": 3204.2,
            "text": " It called the mini dump.",
            "tokens": [
                50664,
                467,
                1219,
                264,
                8382,
                11430,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3201.06,
                    "end": 3201.06,
                    "word": " It",
                    "probability": 0.8173828125
                },
                {
                    "start": 3201.06,
                    "end": 3201.3,
                    "word": " called",
                    "probability": 0.66552734375
                },
                {
                    "start": 3201.3,
                    "end": 3202.2,
                    "word": " the",
                    "probability": 0.77880859375
                },
                {
                    "start": 3202.2,
                    "end": 3202.46,
                    "word": " mini",
                    "probability": 0.65576171875
                },
                {
                    "start": 3202.46,
                    "end": 3203.64,
                    "word": " dump",
                    "probability": 0.64208984375
                },
                {
                    "start": 3203.64,
                    "end": 3204.2,
                    "word": ".",
                    "probability": 0.70556640625
                }
            ]
        },
        {
            "id": 521,
            "seek": 316620,
            "start": 3204.98,
            "end": 3206.86,
            "text": " It wrote it.",
            "tokens": [
                50864,
                467,
                4114,
                309,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3204.98,
                    "end": 3205.54,
                    "word": " It",
                    "probability": 0.84814453125
                },
                {
                    "start": 3205.54,
                    "end": 3206.1,
                    "word": " wrote",
                    "probability": 0.83544921875
                },
                {
                    "start": 3206.1,
                    "end": 3206.4,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 3206.4,
                    "end": 3206.86,
                    "word": ".",
                    "probability": 0.685546875
                }
            ]
        },
        {
            "id": 522,
            "seek": 316620,
            "start": 3206.86,
            "end": 3208.44,
            "text": " It dumped it there.",
            "tokens": [
                50964,
                467,
                32131,
                309,
                456,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3206.86,
                    "end": 3207.14,
                    "word": " It",
                    "probability": 0.8974609375
                },
                {
                    "start": 3207.14,
                    "end": 3207.36,
                    "word": " dumped",
                    "probability": 0.81103515625
                },
                {
                    "start": 3207.36,
                    "end": 3207.5,
                    "word": " it",
                    "probability": 0.90185546875
                },
                {
                    "start": 3207.5,
                    "end": 3207.88,
                    "word": " there",
                    "probability": 0.8544921875
                },
                {
                    "start": 3207.88,
                    "end": 3208.44,
                    "word": ".",
                    "probability": 0.759765625
                }
            ]
        },
        {
            "id": 523,
            "seek": 316620,
            "start": 3208.66,
            "end": 3215.82,
            "text": " And it fortunately also deletes it, because you don't want to, again, leave stuff for real attackers.",
            "tokens": [
                51064,
                400,
                309,
                25511,
                611,
                1103,
                37996,
                309,
                11,
                570,
                291,
                500,
                380,
                528,
                281,
                11,
                797,
                11,
                1856,
                1507,
                337,
                957,
                45129,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.19921875117640747,
            "compression_ratio": 1.4853801169590644,
            "no_speech_prob": 0.004642486572265625,
            "words": [
                {
                    "start": 3208.66,
                    "end": 3209.22,
                    "word": " And",
                    "probability": 0.89208984375
                },
                {
                    "start": 3209.22,
                    "end": 3209.38,
                    "word": " it",
                    "probability": 0.8525390625
                },
                {
                    "start": 3209.38,
                    "end": 3210.52,
                    "word": " fortunately",
                    "probability": 0.71923828125
                },
                {
                    "start": 3210.52,
                    "end": 3210.88,
                    "word": " also",
                    "probability": 0.78173828125
                },
                {
                    "start": 3210.88,
                    "end": 3211.28,
                    "word": " deletes",
                    "probability": 0.73486328125
                },
                {
                    "start": 3211.28,
                    "end": 3211.46,
                    "word": " it",
                    "probability": 0.90087890625
                },
                {
                    "start": 3211.46,
                    "end": 3211.48,
                    "word": ",",
                    "probability": 0.2010498046875
                },
                {
                    "start": 3211.48,
                    "end": 3211.68,
                    "word": " because",
                    "probability": 0.83203125
                },
                {
                    "start": 3211.68,
                    "end": 3211.8,
                    "word": " you",
                    "probability": 0.89794921875
                },
                {
                    "start": 3211.8,
                    "end": 3211.98,
                    "word": " don't",
                    "probability": 0.9462890625
                },
                {
                    "start": 3211.98,
                    "end": 3212.12,
                    "word": " want",
                    "probability": 0.498291015625
                },
                {
                    "start": 3212.12,
                    "end": 3212.46,
                    "word": " to",
                    "probability": 0.87841796875
                },
                {
                    "start": 3212.46,
                    "end": 3212.56,
                    "word": ",",
                    "probability": 0.787109375
                },
                {
                    "start": 3212.56,
                    "end": 3212.88,
                    "word": " again",
                    "probability": 0.90771484375
                },
                {
                    "start": 3212.88,
                    "end": 3213.06,
                    "word": ",",
                    "probability": 0.98486328125
                },
                {
                    "start": 3213.06,
                    "end": 3213.36,
                    "word": " leave",
                    "probability": 0.87353515625
                },
                {
                    "start": 3213.36,
                    "end": 3214.34,
                    "word": " stuff",
                    "probability": 0.7294921875
                },
                {
                    "start": 3214.34,
                    "end": 3214.62,
                    "word": " for",
                    "probability": 0.904296875
                },
                {
                    "start": 3214.62,
                    "end": 3214.9,
                    "word": " real",
                    "probability": 0.86962890625
                },
                {
                    "start": 3214.9,
                    "end": 3215.26,
                    "word": " attackers",
                    "probability": 0.87158203125
                },
                {
                    "start": 3215.26,
                    "end": 3215.82,
                    "word": ".",
                    "probability": 0.99853515625
                }
            ]
        },
        {
            "id": 524,
            "seek": 319240,
            "start": 3215.82,
            "end": 3220.86,
            "text": " And then when it's done, it actually writes a JSON file with all the results,",
            "tokens": [
                50364,
                400,
                550,
                562,
                309,
                311,
                1096,
                11,
                309,
                767,
                13657,
                257,
                31828,
                3991,
                365,
                439,
                264,
                3542,
                11,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3215.82,
                    "end": 3216.58,
                    "word": " And",
                    "probability": 0.72802734375
                },
                {
                    "start": 3216.58,
                    "end": 3216.76,
                    "word": " then",
                    "probability": 0.73388671875
                },
                {
                    "start": 3216.76,
                    "end": 3216.96,
                    "word": " when",
                    "probability": 0.810546875
                },
                {
                    "start": 3216.96,
                    "end": 3217.18,
                    "word": " it's",
                    "probability": 0.95361328125
                },
                {
                    "start": 3217.18,
                    "end": 3217.44,
                    "word": " done",
                    "probability": 0.80322265625
                },
                {
                    "start": 3217.44,
                    "end": 3217.56,
                    "word": ",",
                    "probability": 0.7783203125
                },
                {
                    "start": 3217.56,
                    "end": 3217.72,
                    "word": " it",
                    "probability": 0.90576171875
                },
                {
                    "start": 3217.72,
                    "end": 3218.0,
                    "word": " actually",
                    "probability": 0.77978515625
                },
                {
                    "start": 3218.0,
                    "end": 3218.44,
                    "word": " writes",
                    "probability": 0.7578125
                },
                {
                    "start": 3218.62,
                    "end": 3218.92,
                    "word": " a JSON",
                    "probability": 0.787109375
                },
                {
                    "start": 3218.92,
                    "end": 3219.5,
                    "word": " file",
                    "probability": 0.828125
                },
                {
                    "start": 3219.5,
                    "end": 3219.8,
                    "word": " with",
                    "probability": 0.80615234375
                },
                {
                    "start": 3219.8,
                    "end": 3219.98,
                    "word": " all",
                    "probability": 0.90087890625
                },
                {
                    "start": 3219.98,
                    "end": 3220.12,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 3220.12,
                    "end": 3220.58,
                    "word": " results",
                    "probability": 0.6923828125
                },
                {
                    "start": 3220.58,
                    "end": 3220.86,
                    "word": ",",
                    "probability": 0.67626953125
                }
            ]
        },
        {
            "id": 525,
            "seek": 319240,
            "start": 3220.86,
            "end": 3226.04,
            "text": " which you can then easily import into your analytics platform of choice,",
            "tokens": [
                50614,
                597,
                291,
                393,
                550,
                3612,
                974,
                666,
                428,
                15370,
                3663,
                295,
                3922,
                11,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3220.86,
                    "end": 3220.94,
                    "word": " which",
                    "probability": 0.91748046875
                },
                {
                    "start": 3220.94,
                    "end": 3221.06,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 3221.06,
                    "end": 3221.18,
                    "word": " can",
                    "probability": 0.89306640625
                },
                {
                    "start": 3221.18,
                    "end": 3221.44,
                    "word": " then",
                    "probability": 0.72900390625
                },
                {
                    "start": 3221.44,
                    "end": 3221.9,
                    "word": " easily",
                    "probability": 0.85546875
                },
                {
                    "start": 3221.9,
                    "end": 3222.44,
                    "word": " import",
                    "probability": 0.76953125
                },
                {
                    "start": 3222.44,
                    "end": 3222.8,
                    "word": " into",
                    "probability": 0.72802734375
                },
                {
                    "start": 3222.8,
                    "end": 3223.48,
                    "word": " your",
                    "probability": 0.79833984375
                },
                {
                    "start": 3223.48,
                    "end": 3224.58,
                    "word": " analytics",
                    "probability": 0.69287109375
                },
                {
                    "start": 3224.58,
                    "end": 3225.14,
                    "word": " platform",
                    "probability": 0.85595703125
                },
                {
                    "start": 3225.14,
                    "end": 3225.34,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 3225.34,
                    "end": 3225.78,
                    "word": " choice",
                    "probability": 0.79638671875
                },
                {
                    "start": 3225.78,
                    "end": 3226.04,
                    "word": ",",
                    "probability": 0.650390625
                }
            ]
        },
        {
            "id": 526,
            "seek": 319240,
            "start": 3228.04,
            "end": 3231.7,
            "text": " which in our case will be Splunk.",
            "tokens": [
                50864,
                597,
                294,
                527,
                1389,
                486,
                312,
                19788,
                3197,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3228.04,
                    "end": 3228.56,
                    "word": " which",
                    "probability": 0.8994140625
                },
                {
                    "start": 3228.56,
                    "end": 3229.08,
                    "word": " in",
                    "probability": 0.7763671875
                },
                {
                    "start": 3229.08,
                    "end": 3229.32,
                    "word": " our",
                    "probability": 0.8173828125
                },
                {
                    "start": 3229.32,
                    "end": 3229.66,
                    "word": " case",
                    "probability": 0.82568359375
                },
                {
                    "start": 3229.66,
                    "end": 3230.66,
                    "word": " will",
                    "probability": 0.580078125
                },
                {
                    "start": 3230.66,
                    "end": 3230.82,
                    "word": " be",
                    "probability": 0.890625
                },
                {
                    "start": 3230.82,
                    "end": 3231.18,
                    "word": " Splunk",
                    "probability": 0.954833984375
                },
                {
                    "start": 3231.18,
                    "end": 3231.7,
                    "word": ".",
                    "probability": 0.84521484375
                }
            ]
        },
        {
            "id": 527,
            "seek": 319240,
            "start": 3232.34,
            "end": 3234.38,
            "text": " But you can see here that the playbook is there.",
            "tokens": [
                51164,
                583,
                291,
                393,
                536,
                510,
                300,
                264,
                862,
                2939,
                307,
                456,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3232.34,
                    "end": 3232.56,
                    "word": " But",
                    "probability": 0.87890625
                },
                {
                    "start": 3232.56,
                    "end": 3232.66,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 3232.66,
                    "end": 3232.78,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 3232.78,
                    "end": 3232.98,
                    "word": " see",
                    "probability": 0.8115234375
                },
                {
                    "start": 3232.98,
                    "end": 3233.2,
                    "word": " here",
                    "probability": 0.818359375
                },
                {
                    "start": 3233.2,
                    "end": 3233.38,
                    "word": " that",
                    "probability": 0.87353515625
                },
                {
                    "start": 3233.38,
                    "end": 3233.54,
                    "word": " the",
                    "probability": 0.8095703125
                },
                {
                    "start": 3233.54,
                    "end": 3233.86,
                    "word": " playbook",
                    "probability": 0.8212890625
                },
                {
                    "start": 3233.86,
                    "end": 3234.02,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 3234.02,
                    "end": 3234.3,
                    "word": " there",
                    "probability": 0.85986328125
                },
                {
                    "start": 3234.3,
                    "end": 3234.38,
                    "word": ".",
                    "probability": 0.2587890625
                }
            ]
        },
        {
            "id": 528,
            "seek": 319240,
            "start": 3234.38,
            "end": 3238.08,
            "text": " And then there's a results JSON, which once you format it,",
            "tokens": [
                51264,
                400,
                550,
                456,
                311,
                257,
                3542,
                31828,
                11,
                597,
                1564,
                291,
                7877,
                309,
                11,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3234.38,
                    "end": 3234.48,
                    "word": " And",
                    "probability": 0.89697265625
                },
                {
                    "start": 3234.48,
                    "end": 3234.64,
                    "word": " then",
                    "probability": 0.73193359375
                },
                {
                    "start": 3234.64,
                    "end": 3234.92,
                    "word": " there's",
                    "probability": 0.911376953125
                },
                {
                    "start": 3235.08,
                    "end": 3235.48,
                    "word": " a results",
                    "probability": 0.66845703125
                },
                {
                    "start": 3235.48,
                    "end": 3235.92,
                    "word": " JSON",
                    "probability": 0.71240234375
                },
                {
                    "start": 3235.92,
                    "end": 3236.62,
                    "word": ",",
                    "probability": 0.85205078125
                },
                {
                    "start": 3236.62,
                    "end": 3236.86,
                    "word": " which",
                    "probability": 0.916015625
                },
                {
                    "start": 3236.86,
                    "end": 3237.06,
                    "word": " once",
                    "probability": 0.6171875
                },
                {
                    "start": 3237.06,
                    "end": 3237.2,
                    "word": " you",
                    "probability": 0.88525390625
                },
                {
                    "start": 3237.2,
                    "end": 3237.66,
                    "word": " format",
                    "probability": 0.71142578125
                },
                {
                    "start": 3237.66,
                    "end": 3237.96,
                    "word": " it",
                    "probability": 0.8251953125
                },
                {
                    "start": 3237.96,
                    "end": 3238.08,
                    "word": ",",
                    "probability": 0.953125
                }
            ]
        },
        {
            "id": 529,
            "seek": 319240,
            "start": 3238.08,
            "end": 3242.02,
            "text": " it shows you all the stuff that we actually just saw on the timeline,",
            "tokens": [
                51464,
                309,
                3110,
                291,
                439,
                264,
                1507,
                300,
                321,
                767,
                445,
                1866,
                322,
                264,
                12933,
                11,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2190789470547124,
            "compression_ratio": 1.6529680365296804,
            "no_speech_prob": 0.057342529296875,
            "words": [
                {
                    "start": 3238.08,
                    "end": 3238.78,
                    "word": " it",
                    "probability": 0.8876953125
                },
                {
                    "start": 3238.78,
                    "end": 3239.06,
                    "word": " shows",
                    "probability": 0.77734375
                },
                {
                    "start": 3239.06,
                    "end": 3239.24,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 3239.24,
                    "end": 3239.44,
                    "word": " all",
                    "probability": 0.89306640625
                },
                {
                    "start": 3239.44,
                    "end": 3239.58,
                    "word": " the",
                    "probability": 0.81005859375
                },
                {
                    "start": 3239.58,
                    "end": 3239.78,
                    "word": " stuff",
                    "probability": 0.7939453125
                },
                {
                    "start": 3239.78,
                    "end": 3239.96,
                    "word": " that",
                    "probability": 0.8828125
                },
                {
                    "start": 3239.96,
                    "end": 3240.14,
                    "word": " we",
                    "probability": 0.9013671875
                },
                {
                    "start": 3240.14,
                    "end": 3240.42,
                    "word": " actually",
                    "probability": 0.7666015625
                },
                {
                    "start": 3240.42,
                    "end": 3240.72,
                    "word": " just",
                    "probability": 0.88427734375
                },
                {
                    "start": 3240.72,
                    "end": 3241.08,
                    "word": " saw",
                    "probability": 0.8291015625
                },
                {
                    "start": 3241.08,
                    "end": 3241.38,
                    "word": " on",
                    "probability": 0.90576171875
                },
                {
                    "start": 3241.38,
                    "end": 3241.52,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 3241.52,
                    "end": 3241.84,
                    "word": " timeline",
                    "probability": 0.87158203125
                },
                {
                    "start": 3241.84,
                    "end": 3242.02,
                    "word": ",",
                    "probability": 0.7958984375
                }
            ]
        },
        {
            "id": 530,
            "seek": 322038,
            "start": 3242.02,
            "end": 3247.22,
            "text": " but then in a nice JSON structure so that you can actually start importing them.",
            "tokens": [
                50364,
                457,
                550,
                294,
                257,
                1481,
                31828,
                3877,
                370,
                300,
                291,
                393,
                767,
                722,
                43866,
                552,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3242.02,
                    "end": 3242.14,
                    "word": " but",
                    "probability": 0.716796875
                },
                {
                    "start": 3242.14,
                    "end": 3242.4,
                    "word": " then",
                    "probability": 0.7236328125
                },
                {
                    "start": 3242.4,
                    "end": 3242.7,
                    "word": " in",
                    "probability": 0.88720703125
                },
                {
                    "start": 3242.82,
                    "end": 3243.0,
                    "word": " a nice",
                    "probability": 0.7744140625
                },
                {
                    "start": 3243.0,
                    "end": 3243.28,
                    "word": " JSON",
                    "probability": 0.64013671875
                },
                {
                    "start": 3243.28,
                    "end": 3243.68,
                    "word": " structure",
                    "probability": 0.68505859375
                },
                {
                    "start": 3243.68,
                    "end": 3243.92,
                    "word": " so",
                    "probability": 0.66943359375
                },
                {
                    "start": 3243.92,
                    "end": 3244.04,
                    "word": " that",
                    "probability": 0.8779296875
                },
                {
                    "start": 3244.04,
                    "end": 3244.12,
                    "word": " you",
                    "probability": 0.8916015625
                },
                {
                    "start": 3244.12,
                    "end": 3244.24,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 3244.24,
                    "end": 3244.52,
                    "word": " actually",
                    "probability": 0.7763671875
                },
                {
                    "start": 3244.52,
                    "end": 3245.04,
                    "word": " start",
                    "probability": 0.8671875
                },
                {
                    "start": 3245.04,
                    "end": 3246.4,
                    "word": " importing",
                    "probability": 0.7138671875
                },
                {
                    "start": 3246.4,
                    "end": 3246.78,
                    "word": " them",
                    "probability": 0.734375
                },
                {
                    "start": 3246.78,
                    "end": 3247.22,
                    "word": ".",
                    "probability": 0.87060546875
                }
            ]
        },
        {
            "id": 531,
            "seek": 322038,
            "start": 3248.28,
            "end": 3254.08,
            "text": " And then from the perspective of time, we might want to scroll through a little bit.",
            "tokens": [
                50664,
                400,
                550,
                490,
                264,
                4585,
                295,
                565,
                11,
                321,
                1062,
                528,
                281,
                11369,
                807,
                257,
                707,
                857,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3248.28,
                    "end": 3248.72,
                    "word": " And",
                    "probability": 0.8662109375
                },
                {
                    "start": 3248.72,
                    "end": 3249.14,
                    "word": " then",
                    "probability": 0.391845703125
                },
                {
                    "start": 3249.14,
                    "end": 3249.62,
                    "word": " from",
                    "probability": 0.79345703125
                },
                {
                    "start": 3249.62,
                    "end": 3250.06,
                    "word": " the",
                    "probability": 0.82080078125
                },
                {
                    "start": 3250.06,
                    "end": 3251.12,
                    "word": " perspective",
                    "probability": 0.76123046875
                },
                {
                    "start": 3251.12,
                    "end": 3251.36,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 3251.36,
                    "end": 3251.64,
                    "word": " time",
                    "probability": 0.78759765625
                },
                {
                    "start": 3251.64,
                    "end": 3251.7,
                    "word": ",",
                    "probability": 0.7080078125
                },
                {
                    "start": 3251.7,
                    "end": 3251.78,
                    "word": " we",
                    "probability": 0.876953125
                },
                {
                    "start": 3251.78,
                    "end": 3251.98,
                    "word": " might",
                    "probability": 0.802734375
                },
                {
                    "start": 3251.98,
                    "end": 3252.2,
                    "word": " want",
                    "probability": 0.273193359375
                },
                {
                    "start": 3252.2,
                    "end": 3252.38,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 3252.38,
                    "end": 3252.68,
                    "word": " scroll",
                    "probability": 0.9111328125
                },
                {
                    "start": 3252.68,
                    "end": 3252.96,
                    "word": " through",
                    "probability": 0.78759765625
                },
                {
                    "start": 3253.18,
                    "end": 3253.3,
                    "word": " a little",
                    "probability": 0.802734375
                },
                {
                    "start": 3253.3,
                    "end": 3253.64,
                    "word": " bit",
                    "probability": 0.90625
                },
                {
                    "start": 3253.64,
                    "end": 3254.08,
                    "word": ".",
                    "probability": 0.418212890625
                }
            ]
        },
        {
            "id": 532,
            "seek": 322038,
            "start": 3254.18,
            "end": 3255.7,
            "text": " Yeah, makes sense.",
            "tokens": [
                50964,
                865,
                11,
                1669,
                2020,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3254.18,
                    "end": 3254.18,
                    "word": " Yeah",
                    "probability": 0.1383056640625
                },
                {
                    "start": 3254.18,
                    "end": 3254.54,
                    "word": ",",
                    "probability": 0.72900390625
                },
                {
                    "start": 3254.54,
                    "end": 3255.0,
                    "word": " makes",
                    "probability": 0.541015625
                },
                {
                    "start": 3255.0,
                    "end": 3255.4,
                    "word": " sense",
                    "probability": 0.73876953125
                },
                {
                    "start": 3255.4,
                    "end": 3255.7,
                    "word": ".",
                    "probability": 0.9384765625
                }
            ]
        },
        {
            "id": 533,
            "seek": 322038,
            "start": 3255.7,
            "end": 3258.66,
            "text": " So, ideally, this is the integration, right?",
            "tokens": [
                51064,
                407,
                11,
                22915,
                11,
                341,
                307,
                264,
                10980,
                11,
                558,
                30,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3255.7,
                    "end": 3255.76,
                    "word": " So",
                    "probability": 0.81591796875
                },
                {
                    "start": 3255.76,
                    "end": 3255.88,
                    "word": ",",
                    "probability": 0.1336669921875
                },
                {
                    "start": 3255.88,
                    "end": 3256.1,
                    "word": " ideally",
                    "probability": 0.56591796875
                },
                {
                    "start": 3256.1,
                    "end": 3256.3,
                    "word": ",",
                    "probability": 0.6123046875
                },
                {
                    "start": 3256.3,
                    "end": 3256.42,
                    "word": " this",
                    "probability": 0.869140625
                },
                {
                    "start": 3256.42,
                    "end": 3256.56,
                    "word": " is",
                    "probability": 0.90087890625
                },
                {
                    "start": 3256.56,
                    "end": 3256.74,
                    "word": " the",
                    "probability": 0.78759765625
                },
                {
                    "start": 3256.74,
                    "end": 3258.24,
                    "word": " integration",
                    "probability": 0.697265625
                },
                {
                    "start": 3258.24,
                    "end": 3258.44,
                    "word": ",",
                    "probability": 0.85595703125
                },
                {
                    "start": 3258.44,
                    "end": 3258.6,
                    "word": " right",
                    "probability": 0.86279296875
                },
                {
                    "start": 3258.6,
                    "end": 3258.66,
                    "word": "?",
                    "probability": 0.94189453125
                }
            ]
        },
        {
            "id": 534,
            "seek": 322038,
            "start": 3258.66,
            "end": 3262.64,
            "text": " So, this is where you ingest this into your other platform.",
            "tokens": [
                51214,
                407,
                11,
                341,
                307,
                689,
                291,
                3957,
                377,
                341,
                666,
                428,
                661,
                3663,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3258.66,
                    "end": 3258.76,
                    "word": " So",
                    "probability": 0.8837890625
                },
                {
                    "start": 3258.76,
                    "end": 3258.8,
                    "word": ",",
                    "probability": 0.47705078125
                },
                {
                    "start": 3258.8,
                    "end": 3258.92,
                    "word": " this",
                    "probability": 0.88134765625
                },
                {
                    "start": 3258.92,
                    "end": 3259.0,
                    "word": " is",
                    "probability": 0.904296875
                },
                {
                    "start": 3259.0,
                    "end": 3259.16,
                    "word": " where",
                    "probability": 0.908203125
                },
                {
                    "start": 3259.16,
                    "end": 3259.3,
                    "word": " you",
                    "probability": 0.87890625
                },
                {
                    "start": 3259.3,
                    "end": 3259.8,
                    "word": " ingest",
                    "probability": 0.874755859375
                },
                {
                    "start": 3259.8,
                    "end": 3260.2,
                    "word": " this",
                    "probability": 0.87109375
                },
                {
                    "start": 3260.2,
                    "end": 3261.14,
                    "word": " into",
                    "probability": 0.73876953125
                },
                {
                    "start": 3261.14,
                    "end": 3261.6,
                    "word": " your",
                    "probability": 0.81103515625
                },
                {
                    "start": 3261.6,
                    "end": 3262.06,
                    "word": " other",
                    "probability": 0.783203125
                },
                {
                    "start": 3262.06,
                    "end": 3262.44,
                    "word": " platform",
                    "probability": 0.470947265625
                },
                {
                    "start": 3262.44,
                    "end": 3262.64,
                    "word": ".",
                    "probability": 0.79150390625
                }
            ]
        },
        {
            "id": 535,
            "seek": 322038,
            "start": 3262.64,
            "end": 3263.4,
            "text": " So, go ahead.",
            "tokens": [
                51414,
                407,
                11,
                352,
                2286,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3262.64,
                    "end": 3262.64,
                    "word": " So",
                    "probability": 0.6591796875
                },
                {
                    "start": 3262.64,
                    "end": 3262.68,
                    "word": ",",
                    "probability": 0.8212890625
                },
                {
                    "start": 3262.68,
                    "end": 3262.78,
                    "word": " go",
                    "probability": 0.89599609375
                },
                {
                    "start": 3262.78,
                    "end": 3262.96,
                    "word": " ahead",
                    "probability": 0.80029296875
                },
                {
                    "start": 3262.96,
                    "end": 3263.4,
                    "word": ".",
                    "probability": 0.708984375
                }
            ]
        },
        {
            "id": 536,
            "seek": 322038,
            "start": 3263.74,
            "end": 3264.26,
            "text": " Exactly.",
            "tokens": [
                51464,
                7587,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3263.74,
                    "end": 3264.0,
                    "word": " Exactly",
                    "probability": 0.360107421875
                },
                {
                    "start": 3264.0,
                    "end": 3264.26,
                    "word": ".",
                    "probability": 0.7197265625
                }
            ]
        },
        {
            "id": 537,
            "seek": 322038,
            "start": 3264.26,
            "end": 3270.0,
            "text": " So, I created a small POC dashboard, again, just to show what kind of data is in there.",
            "tokens": [
                51514,
                407,
                11,
                286,
                2942,
                257,
                1359,
                22299,
                34,
                18342,
                11,
                797,
                11,
                445,
                281,
                855,
                437,
                733,
                295,
                1412,
                307,
                294,
                456,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2237723283469677,
            "compression_ratio": 1.5267175572519085,
            "no_speech_prob": 0.0283660888671875,
            "words": [
                {
                    "start": 3264.26,
                    "end": 3264.34,
                    "word": " So",
                    "probability": 0.861328125
                },
                {
                    "start": 3264.34,
                    "end": 3264.4,
                    "word": ",",
                    "probability": 0.953125
                },
                {
                    "start": 3264.4,
                    "end": 3264.62,
                    "word": " I",
                    "probability": 0.95751953125
                },
                {
                    "start": 3264.62,
                    "end": 3264.96,
                    "word": " created",
                    "probability": 0.705078125
                },
                {
                    "start": 3265.1,
                    "end": 3265.28,
                    "word": " a small",
                    "probability": 0.85986328125
                },
                {
                    "start": 3265.28,
                    "end": 3265.94,
                    "word": " POC",
                    "probability": 0.89111328125
                },
                {
                    "start": 3265.94,
                    "end": 3267.08,
                    "word": " dashboard",
                    "probability": 0.84716796875
                },
                {
                    "start": 3267.08,
                    "end": 3267.24,
                    "word": ",",
                    "probability": 0.280517578125
                },
                {
                    "start": 3267.24,
                    "end": 3267.44,
                    "word": " again",
                    "probability": 0.90966796875
                },
                {
                    "start": 3267.44,
                    "end": 3267.52,
                    "word": ",",
                    "probability": 0.9541015625
                },
                {
                    "start": 3267.52,
                    "end": 3267.7,
                    "word": " just",
                    "probability": 0.88232421875
                },
                {
                    "start": 3267.7,
                    "end": 3267.86,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 3267.86,
                    "end": 3268.28,
                    "word": " show",
                    "probability": 0.8759765625
                },
                {
                    "start": 3268.28,
                    "end": 3268.8,
                    "word": " what",
                    "probability": 0.88671875
                },
                {
                    "start": 3268.8,
                    "end": 3269.22,
                    "word": " kind",
                    "probability": 0.78271484375
                },
                {
                    "start": 3269.22,
                    "end": 3269.3,
                    "word": " of",
                    "probability": 0.9140625
                },
                {
                    "start": 3269.3,
                    "end": 3269.52,
                    "word": " data",
                    "probability": 0.8193359375
                },
                {
                    "start": 3269.52,
                    "end": 3269.68,
                    "word": " is",
                    "probability": 0.7021484375
                },
                {
                    "start": 3269.68,
                    "end": 3269.8,
                    "word": " in",
                    "probability": 0.90869140625
                },
                {
                    "start": 3269.8,
                    "end": 3269.94,
                    "word": " there",
                    "probability": 0.85595703125
                },
                {
                    "start": 3269.94,
                    "end": 3270.0,
                    "word": ".",
                    "probability": 0.9658203125
                }
            ]
        },
        {
            "id": 538,
            "seek": 324898,
            "start": 3270.0,
            "end": 3277.22,
            "text": " So, you can see that the orchestrated PCs of SAM executed the techniques,",
            "tokens": [
                50364,
                407,
                11,
                291,
                393,
                536,
                300,
                264,
                14161,
                5468,
                46913,
                295,
                9617,
                17577,
                264,
                7512,
                11,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3270.0,
                    "end": 3270.1,
                    "word": " So",
                    "probability": 0.57763671875
                },
                {
                    "start": 3270.1,
                    "end": 3270.18,
                    "word": ",",
                    "probability": 0.0992431640625
                },
                {
                    "start": 3270.18,
                    "end": 3270.22,
                    "word": " you",
                    "probability": 0.888671875
                },
                {
                    "start": 3270.22,
                    "end": 3270.36,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 3270.36,
                    "end": 3270.64,
                    "word": " see",
                    "probability": 0.81982421875
                },
                {
                    "start": 3270.64,
                    "end": 3270.9,
                    "word": " that",
                    "probability": 0.83984375
                },
                {
                    "start": 3270.9,
                    "end": 3271.78,
                    "word": " the",
                    "probability": 0.79345703125
                },
                {
                    "start": 3271.78,
                    "end": 3272.82,
                    "word": " orchestrated",
                    "probability": 0.8505859375
                },
                {
                    "start": 3272.82,
                    "end": 3273.22,
                    "word": " PCs",
                    "probability": 0.65966796875
                },
                {
                    "start": 3273.22,
                    "end": 3273.6,
                    "word": " of",
                    "probability": 0.89111328125
                },
                {
                    "start": 3273.6,
                    "end": 3274.0,
                    "word": " SAM",
                    "probability": 0.75244140625
                },
                {
                    "start": 3274.0,
                    "end": 3275.02,
                    "word": " executed",
                    "probability": 0.79736328125
                },
                {
                    "start": 3275.02,
                    "end": 3275.68,
                    "word": " the",
                    "probability": 0.5693359375
                },
                {
                    "start": 3275.68,
                    "end": 3277.1,
                    "word": " techniques",
                    "probability": 0.81298828125
                },
                {
                    "start": 3277.1,
                    "end": 3277.22,
                    "word": ",",
                    "probability": 0.380126953125
                }
            ]
        },
        {
            "id": 539,
            "seek": 324898,
            "start": 3277.22,
            "end": 3282.0,
            "text": " the techniques that you see on the right, on the machines that were involved.",
            "tokens": [
                50714,
                264,
                7512,
                300,
                291,
                536,
                322,
                264,
                558,
                11,
                322,
                264,
                8379,
                300,
                645,
                3288,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3277.22,
                    "end": 3277.44,
                    "word": " the",
                    "probability": 0.79736328125
                },
                {
                    "start": 3277.44,
                    "end": 3277.78,
                    "word": " techniques",
                    "probability": 0.81787109375
                },
                {
                    "start": 3277.78,
                    "end": 3277.94,
                    "word": " that",
                    "probability": 0.87744140625
                },
                {
                    "start": 3277.94,
                    "end": 3278.04,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 3278.04,
                    "end": 3278.22,
                    "word": " see",
                    "probability": 0.818359375
                },
                {
                    "start": 3278.22,
                    "end": 3278.38,
                    "word": " on",
                    "probability": 0.9033203125
                },
                {
                    "start": 3278.38,
                    "end": 3278.52,
                    "word": " the",
                    "probability": 0.818359375
                },
                {
                    "start": 3278.52,
                    "end": 3278.84,
                    "word": " right",
                    "probability": 0.81103515625
                },
                {
                    "start": 3278.84,
                    "end": 3279.42,
                    "word": ",",
                    "probability": 0.48681640625
                },
                {
                    "start": 3279.42,
                    "end": 3279.84,
                    "word": " on",
                    "probability": 0.89794921875
                },
                {
                    "start": 3279.84,
                    "end": 3279.98,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 3279.98,
                    "end": 3280.44,
                    "word": " machines",
                    "probability": 0.81494140625
                },
                {
                    "start": 3280.44,
                    "end": 3280.72,
                    "word": " that",
                    "probability": 0.8515625
                },
                {
                    "start": 3280.72,
                    "end": 3280.98,
                    "word": " were",
                    "probability": 0.892578125
                },
                {
                    "start": 3280.98,
                    "end": 3281.56,
                    "word": " involved",
                    "probability": 0.69873046875
                },
                {
                    "start": 3281.56,
                    "end": 3282.0,
                    "word": ".",
                    "probability": 0.76171875
                }
            ]
        },
        {
            "id": 540,
            "seek": 324898,
            "start": 3283.3,
            "end": 3285.28,
            "text": " And you can show these over time.",
            "tokens": [
                51014,
                400,
                291,
                393,
                855,
                613,
                670,
                565,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3283.3,
                    "end": 3283.74,
                    "word": " And",
                    "probability": 0.8466796875
                },
                {
                    "start": 3283.74,
                    "end": 3284.02,
                    "word": " you",
                    "probability": 0.853515625
                },
                {
                    "start": 3284.02,
                    "end": 3284.16,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 3284.16,
                    "end": 3284.42,
                    "word": " show",
                    "probability": 0.865234375
                },
                {
                    "start": 3284.42,
                    "end": 3284.66,
                    "word": " these",
                    "probability": 0.5986328125
                },
                {
                    "start": 3284.66,
                    "end": 3284.9,
                    "word": " over",
                    "probability": 0.85595703125
                },
                {
                    "start": 3284.9,
                    "end": 3285.2,
                    "word": " time",
                    "probability": 0.80029296875
                },
                {
                    "start": 3285.2,
                    "end": 3285.28,
                    "word": ".",
                    "probability": 0.916015625
                }
            ]
        },
        {
            "id": 541,
            "seek": 324898,
            "start": 3285.28,
            "end": 3290.38,
            "text": " So, if you do a longer playbook than I did, you will see actually a longer scope, of course.",
            "tokens": [
                51114,
                407,
                11,
                498,
                291,
                360,
                257,
                2854,
                862,
                2939,
                813,
                286,
                630,
                11,
                291,
                486,
                536,
                767,
                257,
                2854,
                11923,
                11,
                295,
                1164,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3285.28,
                    "end": 3285.36,
                    "word": " So",
                    "probability": 0.8828125
                },
                {
                    "start": 3285.36,
                    "end": 3285.46,
                    "word": ",",
                    "probability": 0.85888671875
                },
                {
                    "start": 3285.46,
                    "end": 3285.5,
                    "word": " if",
                    "probability": 0.9033203125
                },
                {
                    "start": 3285.5,
                    "end": 3285.6,
                    "word": " you",
                    "probability": 0.89501953125
                },
                {
                    "start": 3285.6,
                    "end": 3285.98,
                    "word": " do",
                    "probability": 0.8759765625
                },
                {
                    "start": 3286.14,
                    "end": 3286.34,
                    "word": " a longer",
                    "probability": 0.8369140625
                },
                {
                    "start": 3286.34,
                    "end": 3286.78,
                    "word": " playbook",
                    "probability": 0.87890625
                },
                {
                    "start": 3286.78,
                    "end": 3286.96,
                    "word": " than",
                    "probability": 0.857421875
                },
                {
                    "start": 3286.96,
                    "end": 3287.14,
                    "word": " I",
                    "probability": 0.99853515625
                },
                {
                    "start": 3287.14,
                    "end": 3287.3,
                    "word": " did",
                    "probability": 0.904296875
                },
                {
                    "start": 3287.3,
                    "end": 3287.36,
                    "word": ",",
                    "probability": 0.947265625
                },
                {
                    "start": 3287.36,
                    "end": 3287.48,
                    "word": " you",
                    "probability": 0.89013671875
                },
                {
                    "start": 3287.48,
                    "end": 3287.68,
                    "word": " will",
                    "probability": 0.80712890625
                },
                {
                    "start": 3287.68,
                    "end": 3287.94,
                    "word": " see",
                    "probability": 0.7998046875
                },
                {
                    "start": 3287.94,
                    "end": 3288.32,
                    "word": " actually",
                    "probability": 0.654296875
                },
                {
                    "start": 3288.74,
                    "end": 3289.02,
                    "word": " a longer",
                    "probability": 0.8486328125
                },
                {
                    "start": 3289.02,
                    "end": 3289.48,
                    "word": " scope",
                    "probability": 0.85595703125
                },
                {
                    "start": 3289.48,
                    "end": 3289.64,
                    "word": ",",
                    "probability": 0.693359375
                },
                {
                    "start": 3289.64,
                    "end": 3289.72,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 3289.72,
                    "end": 3289.94,
                    "word": " course",
                    "probability": 0.86669921875
                },
                {
                    "start": 3289.94,
                    "end": 3290.38,
                    "word": ".",
                    "probability": 0.97607421875
                }
            ]
        },
        {
            "id": 542,
            "seek": 324898,
            "start": 3290.54,
            "end": 3293.22,
            "text": " Here you see the playbooks that were executed.",
            "tokens": [
                51364,
                1692,
                291,
                536,
                264,
                862,
                15170,
                300,
                645,
                17577,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3290.54,
                    "end": 3290.92,
                    "word": " Here",
                    "probability": 0.81201171875
                },
                {
                    "start": 3290.92,
                    "end": 3291.06,
                    "word": " you",
                    "probability": 0.4990234375
                },
                {
                    "start": 3291.06,
                    "end": 3291.22,
                    "word": " see",
                    "probability": 0.81494140625
                },
                {
                    "start": 3291.22,
                    "end": 3291.38,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 3291.38,
                    "end": 3291.84,
                    "word": " playbooks",
                    "probability": 0.875244140625
                },
                {
                    "start": 3291.84,
                    "end": 3292.1,
                    "word": " that",
                    "probability": 0.88134765625
                },
                {
                    "start": 3292.1,
                    "end": 3292.28,
                    "word": " were",
                    "probability": 0.88720703125
                },
                {
                    "start": 3292.28,
                    "end": 3292.78,
                    "word": " executed",
                    "probability": 0.91796875
                },
                {
                    "start": 3292.78,
                    "end": 3293.22,
                    "word": ".",
                    "probability": 0.79443359375
                }
            ]
        },
        {
            "id": 543,
            "seek": 324898,
            "start": 3293.86,
            "end": 3297.38,
            "text": " And if you know my threat hunting app, you can click on everything.",
            "tokens": [
                51564,
                400,
                498,
                291,
                458,
                452,
                4734,
                12599,
                724,
                11,
                291,
                393,
                2052,
                322,
                1203,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3293.86,
                    "end": 3294.26,
                    "word": " And",
                    "probability": 0.88037109375
                },
                {
                    "start": 3294.26,
                    "end": 3294.7,
                    "word": " if",
                    "probability": 0.8818359375
                },
                {
                    "start": 3294.7,
                    "end": 3294.84,
                    "word": " you",
                    "probability": 0.8603515625
                },
                {
                    "start": 3294.84,
                    "end": 3295.14,
                    "word": " know",
                    "probability": 0.810546875
                },
                {
                    "start": 3295.14,
                    "end": 3295.36,
                    "word": " my",
                    "probability": 0.84912109375
                },
                {
                    "start": 3295.36,
                    "end": 3295.56,
                    "word": " threat",
                    "probability": 0.51611328125
                },
                {
                    "start": 3295.56,
                    "end": 3295.82,
                    "word": " hunting",
                    "probability": 0.7080078125
                },
                {
                    "start": 3295.82,
                    "end": 3296.12,
                    "word": " app",
                    "probability": 0.91015625
                },
                {
                    "start": 3296.12,
                    "end": 3296.18,
                    "word": ",",
                    "probability": 0.966796875
                },
                {
                    "start": 3296.18,
                    "end": 3296.3,
                    "word": " you",
                    "probability": 0.89453125
                },
                {
                    "start": 3296.3,
                    "end": 3296.46,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 3296.46,
                    "end": 3296.7,
                    "word": " click",
                    "probability": 0.810546875
                },
                {
                    "start": 3296.7,
                    "end": 3296.86,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 3296.86,
                    "end": 3297.24,
                    "word": " everything",
                    "probability": 0.861328125
                },
                {
                    "start": 3297.24,
                    "end": 3297.38,
                    "word": ".",
                    "probability": 0.73779296875
                }
            ]
        },
        {
            "id": 544,
            "seek": 324898,
            "start": 3297.38,
            "end": 3298.6,
            "text": " So, it's the same over here.",
            "tokens": [
                51714,
                407,
                11,
                309,
                311,
                264,
                912,
                670,
                510,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.16324012491263842,
            "compression_ratio": 1.7656903765690377,
            "no_speech_prob": 0.001270294189453125,
            "words": [
                {
                    "start": 3297.38,
                    "end": 3297.5,
                    "word": " So",
                    "probability": 0.900390625
                },
                {
                    "start": 3297.5,
                    "end": 3297.52,
                    "word": ",",
                    "probability": 0.88671875
                },
                {
                    "start": 3297.52,
                    "end": 3297.64,
                    "word": " it's",
                    "probability": 0.947265625
                },
                {
                    "start": 3297.64,
                    "end": 3297.8,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3297.8,
                    "end": 3298.0,
                    "word": " same",
                    "probability": 0.8125
                },
                {
                    "start": 3298.0,
                    "end": 3298.22,
                    "word": " over",
                    "probability": 0.8740234375
                },
                {
                    "start": 3298.22,
                    "end": 3298.5,
                    "word": " here",
                    "probability": 0.81591796875
                },
                {
                    "start": 3298.5,
                    "end": 3298.6,
                    "word": ".",
                    "probability": 0.98486328125
                }
            ]
        },
        {
            "id": 545,
            "seek": 327640,
            "start": 3298.6,
            "end": 3306.62,
            "text": " So, once you click on one of those playbook names, you will get all the raw logs with all the details in the panel below,",
            "tokens": [
                50364,
                407,
                11,
                1564,
                291,
                2052,
                322,
                472,
                295,
                729,
                862,
                2939,
                5288,
                11,
                291,
                486,
                483,
                439,
                264,
                8936,
                20820,
                365,
                439,
                264,
                4365,
                294,
                264,
                4831,
                2507,
                11,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3298.6,
                    "end": 3298.72,
                    "word": " So",
                    "probability": 0.2685546875
                },
                {
                    "start": 3298.72,
                    "end": 3298.86,
                    "word": ",",
                    "probability": 0.127197265625
                },
                {
                    "start": 3298.86,
                    "end": 3299.0,
                    "word": " once",
                    "probability": 0.76171875
                },
                {
                    "start": 3299.0,
                    "end": 3299.14,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3299.14,
                    "end": 3299.52,
                    "word": " click",
                    "probability": 0.8271484375
                },
                {
                    "start": 3299.52,
                    "end": 3299.76,
                    "word": " on",
                    "probability": 0.9091796875
                },
                {
                    "start": 3299.76,
                    "end": 3300.0,
                    "word": " one",
                    "probability": 0.82275390625
                },
                {
                    "start": 3300.0,
                    "end": 3300.14,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 3300.14,
                    "end": 3300.54,
                    "word": " those",
                    "probability": 0.8564453125
                },
                {
                    "start": 3300.54,
                    "end": 3301.2,
                    "word": " playbook",
                    "probability": 0.79296875
                },
                {
                    "start": 3301.2,
                    "end": 3301.48,
                    "word": " names",
                    "probability": 0.794921875
                },
                {
                    "start": 3301.48,
                    "end": 3301.54,
                    "word": ",",
                    "probability": 0.80615234375
                },
                {
                    "start": 3301.54,
                    "end": 3301.62,
                    "word": " you",
                    "probability": 0.88916015625
                },
                {
                    "start": 3301.62,
                    "end": 3301.76,
                    "word": " will",
                    "probability": 0.81103515625
                },
                {
                    "start": 3301.76,
                    "end": 3302.02,
                    "word": " get",
                    "probability": 0.89306640625
                },
                {
                    "start": 3302.02,
                    "end": 3302.24,
                    "word": " all",
                    "probability": 0.8935546875
                },
                {
                    "start": 3302.24,
                    "end": 3302.36,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 3302.36,
                    "end": 3302.58,
                    "word": " raw",
                    "probability": 0.794921875
                },
                {
                    "start": 3302.58,
                    "end": 3303.04,
                    "word": " logs",
                    "probability": 0.73779296875
                },
                {
                    "start": 3303.04,
                    "end": 3303.68,
                    "word": " with",
                    "probability": 0.72314453125
                },
                {
                    "start": 3303.68,
                    "end": 3303.84,
                    "word": " all",
                    "probability": 0.89501953125
                },
                {
                    "start": 3303.84,
                    "end": 3303.96,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3303.96,
                    "end": 3304.42,
                    "word": " details",
                    "probability": 0.7236328125
                },
                {
                    "start": 3304.42,
                    "end": 3304.98,
                    "word": " in",
                    "probability": 0.89501953125
                },
                {
                    "start": 3304.98,
                    "end": 3305.12,
                    "word": " the",
                    "probability": 0.7939453125
                },
                {
                    "start": 3305.12,
                    "end": 3305.36,
                    "word": " panel",
                    "probability": 0.8681640625
                },
                {
                    "start": 3305.36,
                    "end": 3305.84,
                    "word": " below",
                    "probability": 0.802734375
                },
                {
                    "start": 3305.84,
                    "end": 3306.62,
                    "word": ",",
                    "probability": 0.7431640625
                }
            ]
        },
        {
            "id": 546,
            "seek": 327640,
            "start": 3306.62,
            "end": 3310.28,
            "text": " which will show you all the results that you also saw on the command line.",
            "tokens": [
                50764,
                597,
                486,
                855,
                291,
                439,
                264,
                3542,
                300,
                291,
                611,
                1866,
                322,
                264,
                5622,
                1622,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3306.62,
                    "end": 3307.02,
                    "word": " which",
                    "probability": 0.90771484375
                },
                {
                    "start": 3307.02,
                    "end": 3307.16,
                    "word": " will",
                    "probability": 0.80419921875
                },
                {
                    "start": 3307.16,
                    "end": 3307.38,
                    "word": " show",
                    "probability": 0.87841796875
                },
                {
                    "start": 3307.38,
                    "end": 3307.52,
                    "word": " you",
                    "probability": 0.88818359375
                },
                {
                    "start": 3307.52,
                    "end": 3307.7,
                    "word": " all",
                    "probability": 0.88232421875
                },
                {
                    "start": 3307.7,
                    "end": 3307.88,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 3307.88,
                    "end": 3308.62,
                    "word": " results",
                    "probability": 0.6923828125
                },
                {
                    "start": 3308.62,
                    "end": 3308.84,
                    "word": " that",
                    "probability": 0.8779296875
                },
                {
                    "start": 3308.84,
                    "end": 3308.96,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 3308.96,
                    "end": 3309.18,
                    "word": " also",
                    "probability": 0.8251953125
                },
                {
                    "start": 3309.18,
                    "end": 3309.5,
                    "word": " saw",
                    "probability": 0.8251953125
                },
                {
                    "start": 3309.5,
                    "end": 3309.62,
                    "word": " on",
                    "probability": 0.438232421875
                },
                {
                    "start": 3309.62,
                    "end": 3309.7,
                    "word": " the",
                    "probability": 0.81689453125
                },
                {
                    "start": 3309.7,
                    "end": 3309.96,
                    "word": " command",
                    "probability": 0.783203125
                },
                {
                    "start": 3309.96,
                    "end": 3310.2,
                    "word": " line",
                    "probability": 0.72607421875
                },
                {
                    "start": 3310.2,
                    "end": 3310.28,
                    "word": ".",
                    "probability": 0.9755859375
                }
            ]
        },
        {
            "id": 547,
            "seek": 327640,
            "start": 3310.28,
            "end": 3313.82,
            "text": " So, once you click it, it will actually change to the proper playbook.",
            "tokens": [
                50914,
                407,
                11,
                1564,
                291,
                2052,
                309,
                11,
                309,
                486,
                767,
                1319,
                281,
                264,
                2296,
                862,
                2939,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3310.28,
                    "end": 3310.38,
                    "word": " So",
                    "probability": 0.81103515625
                },
                {
                    "start": 3310.38,
                    "end": 3310.42,
                    "word": ",",
                    "probability": 0.77392578125
                },
                {
                    "start": 3310.42,
                    "end": 3310.54,
                    "word": " once",
                    "probability": 0.81396484375
                },
                {
                    "start": 3310.54,
                    "end": 3310.68,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3310.68,
                    "end": 3310.9,
                    "word": " click",
                    "probability": 0.81298828125
                },
                {
                    "start": 3310.9,
                    "end": 3311.06,
                    "word": " it",
                    "probability": 0.87890625
                },
                {
                    "start": 3311.06,
                    "end": 3311.12,
                    "word": ",",
                    "probability": 0.953125
                },
                {
                    "start": 3311.12,
                    "end": 3311.18,
                    "word": " it",
                    "probability": 0.8955078125
                },
                {
                    "start": 3311.18,
                    "end": 3311.28,
                    "word": " will",
                    "probability": 0.787109375
                },
                {
                    "start": 3311.28,
                    "end": 3311.52,
                    "word": " actually",
                    "probability": 0.78662109375
                },
                {
                    "start": 3311.52,
                    "end": 3311.92,
                    "word": " change",
                    "probability": 0.83056640625
                },
                {
                    "start": 3311.92,
                    "end": 3312.16,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 3312.16,
                    "end": 3312.6,
                    "word": " the",
                    "probability": 0.736328125
                },
                {
                    "start": 3312.6,
                    "end": 3312.88,
                    "word": " proper",
                    "probability": 0.822265625
                },
                {
                    "start": 3312.88,
                    "end": 3313.38,
                    "word": " playbook",
                    "probability": 0.902099609375
                },
                {
                    "start": 3313.38,
                    "end": 3313.82,
                    "word": ".",
                    "probability": 0.63037109375
                }
            ]
        },
        {
            "id": 548,
            "seek": 327640,
            "start": 3314.42,
            "end": 3317.86,
            "text": " And the same will go for all the other fields.",
            "tokens": [
                51114,
                400,
                264,
                912,
                486,
                352,
                337,
                439,
                264,
                661,
                7909,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3314.42,
                    "end": 3314.64,
                    "word": " And",
                    "probability": 0.82373046875
                },
                {
                    "start": 3314.64,
                    "end": 3314.78,
                    "word": " the",
                    "probability": 0.79931640625
                },
                {
                    "start": 3314.78,
                    "end": 3315.0,
                    "word": " same",
                    "probability": 0.81005859375
                },
                {
                    "start": 3315.0,
                    "end": 3315.34,
                    "word": " will",
                    "probability": 0.8134765625
                },
                {
                    "start": 3315.34,
                    "end": 3315.64,
                    "word": " go",
                    "probability": 0.89990234375
                },
                {
                    "start": 3315.64,
                    "end": 3316.6,
                    "word": " for",
                    "probability": 0.8935546875
                },
                {
                    "start": 3316.6,
                    "end": 3317.04,
                    "word": " all",
                    "probability": 0.90380859375
                },
                {
                    "start": 3317.04,
                    "end": 3317.16,
                    "word": " the",
                    "probability": 0.8173828125
                },
                {
                    "start": 3317.16,
                    "end": 3317.38,
                    "word": " other",
                    "probability": 0.78515625
                },
                {
                    "start": 3317.38,
                    "end": 3317.72,
                    "word": " fields",
                    "probability": 0.7265625
                },
                {
                    "start": 3317.72,
                    "end": 3317.86,
                    "word": ".",
                    "probability": 0.96630859375
                }
            ]
        },
        {
            "id": 549,
            "seek": 327640,
            "start": 3317.86,
            "end": 3323.68,
            "text": " So, once you click on a MITRE technique ID that was tied to one of those techniques...",
            "tokens": [
                51314,
                407,
                11,
                1564,
                291,
                2052,
                322,
                257,
                13100,
                3850,
                6532,
                7348,
                300,
                390,
                9601,
                281,
                472,
                295,
                729,
                7512,
                485,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3317.86,
                    "end": 3317.96,
                    "word": " So",
                    "probability": 0.892578125
                },
                {
                    "start": 3317.96,
                    "end": 3318.0,
                    "word": ",",
                    "probability": 0.943359375
                },
                {
                    "start": 3318.0,
                    "end": 3318.16,
                    "word": " once",
                    "probability": 0.81494140625
                },
                {
                    "start": 3318.16,
                    "end": 3318.3,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3318.3,
                    "end": 3318.56,
                    "word": " click",
                    "probability": 0.83154296875
                },
                {
                    "start": 3318.56,
                    "end": 3318.78,
                    "word": " on",
                    "probability": 0.90869140625
                },
                {
                    "start": 3319.3,
                    "end": 3319.58,
                    "word": " a MITRE",
                    "probability": 0.90185546875
                },
                {
                    "start": 3319.58,
                    "end": 3319.9,
                    "word": " technique",
                    "probability": 0.72607421875
                },
                {
                    "start": 3319.9,
                    "end": 3320.28,
                    "word": " ID",
                    "probability": 0.845703125
                },
                {
                    "start": 3320.28,
                    "end": 3320.54,
                    "word": " that",
                    "probability": 0.7998046875
                },
                {
                    "start": 3320.54,
                    "end": 3321.16,
                    "word": " was",
                    "probability": 0.8828125
                },
                {
                    "start": 3321.16,
                    "end": 3321.4,
                    "word": " tied",
                    "probability": 0.7509765625
                },
                {
                    "start": 3321.4,
                    "end": 3321.66,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 3321.66,
                    "end": 3321.86,
                    "word": " one",
                    "probability": 0.81298828125
                },
                {
                    "start": 3321.86,
                    "end": 3321.98,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 3321.98,
                    "end": 3322.16,
                    "word": " those",
                    "probability": 0.8447265625
                },
                {
                    "start": 3322.16,
                    "end": 3323.68,
                    "word": " techniques...",
                    "probability": 0.48291015625
                }
            ]
        },
        {
            "id": 550,
            "seek": 327640,
            "start": 3323.68,
            "end": 3324.94,
            "text": " Hey, the stream is paused.",
            "tokens": [
                51614,
                1911,
                11,
                264,
                4309,
                307,
                46860,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3323.68,
                    "end": 3324.04,
                    "word": " Hey",
                    "probability": 0.462158203125
                },
                {
                    "start": 3324.04,
                    "end": 3324.06,
                    "word": ",",
                    "probability": 0.95947265625
                },
                {
                    "start": 3324.06,
                    "end": 3324.16,
                    "word": " the",
                    "probability": 0.76318359375
                },
                {
                    "start": 3324.16,
                    "end": 3324.34,
                    "word": " stream",
                    "probability": 0.84521484375
                },
                {
                    "start": 3324.34,
                    "end": 3324.5,
                    "word": " is",
                    "probability": 0.75634765625
                },
                {
                    "start": 3324.5,
                    "end": 3324.78,
                    "word": " paused",
                    "probability": 0.85302734375
                },
                {
                    "start": 3324.78,
                    "end": 3324.94,
                    "word": ".",
                    "probability": 0.8935546875
                }
            ]
        },
        {
            "id": 551,
            "seek": 327640,
            "start": 3324.94,
            "end": 3326.02,
            "text": " Oh, there we go.",
            "tokens": [
                51664,
                876,
                11,
                456,
                321,
                352,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.17994364925095294,
            "compression_ratio": 1.8089430894308942,
            "no_speech_prob": 0.0074310302734375,
            "words": [
                {
                    "start": 3324.94,
                    "end": 3325.06,
                    "word": " Oh",
                    "probability": 0.48486328125
                },
                {
                    "start": 3325.06,
                    "end": 3325.14,
                    "word": ",",
                    "probability": 0.98046875
                },
                {
                    "start": 3325.14,
                    "end": 3325.3,
                    "word": " there",
                    "probability": 0.86181640625
                },
                {
                    "start": 3325.3,
                    "end": 3325.4,
                    "word": " we",
                    "probability": 0.9033203125
                },
                {
                    "start": 3325.4,
                    "end": 3325.58,
                    "word": " go",
                    "probability": 0.8984375
                },
                {
                    "start": 3325.58,
                    "end": 3326.02,
                    "word": ".",
                    "probability": 0.98828125
                }
            ]
        },
        {
            "id": 552,
            "seek": 330302,
            "start": 3326.02,
            "end": 3332.22,
            "text": " It will take you to my threat hunting app and will do a direct query for that technique being executed.",
            "tokens": [
                50364,
                467,
                486,
                747,
                291,
                281,
                452,
                4734,
                12599,
                724,
                293,
                486,
                360,
                257,
                2047,
                14581,
                337,
                300,
                6532,
                885,
                17577,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18019701394697893,
            "compression_ratio": 1.6288209606986899,
            "no_speech_prob": 0.002910614013671875,
            "words": [
                {
                    "start": 3326.02,
                    "end": 3326.58,
                    "word": " It",
                    "probability": 0.61376953125
                },
                {
                    "start": 3326.58,
                    "end": 3326.7,
                    "word": " will",
                    "probability": 0.80078125
                },
                {
                    "start": 3326.7,
                    "end": 3326.92,
                    "word": " take",
                    "probability": 0.81640625
                },
                {
                    "start": 3326.92,
                    "end": 3327.02,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 3327.02,
                    "end": 3327.16,
                    "word": " to",
                    "probability": 0.8701171875
                },
                {
                    "start": 3327.16,
                    "end": 3327.34,
                    "word": " my",
                    "probability": 0.8779296875
                },
                {
                    "start": 3327.34,
                    "end": 3327.54,
                    "word": " threat",
                    "probability": 0.5068359375
                },
                {
                    "start": 3327.54,
                    "end": 3327.82,
                    "word": " hunting",
                    "probability": 0.66748046875
                },
                {
                    "start": 3327.82,
                    "end": 3328.14,
                    "word": " app",
                    "probability": 0.90673828125
                },
                {
                    "start": 3328.14,
                    "end": 3328.3,
                    "word": " and",
                    "probability": 0.765625
                },
                {
                    "start": 3328.3,
                    "end": 3328.42,
                    "word": " will",
                    "probability": 0.5615234375
                },
                {
                    "start": 3328.42,
                    "end": 3328.58,
                    "word": " do",
                    "probability": 0.8984375
                },
                {
                    "start": 3328.94,
                    "end": 3329.3,
                    "word": " a direct",
                    "probability": 0.765625
                },
                {
                    "start": 3329.3,
                    "end": 3329.72,
                    "word": " query",
                    "probability": 0.912109375
                },
                {
                    "start": 3329.72,
                    "end": 3330.26,
                    "word": " for",
                    "probability": 0.89404296875
                },
                {
                    "start": 3330.26,
                    "end": 3330.84,
                    "word": " that",
                    "probability": 0.74609375
                },
                {
                    "start": 3330.84,
                    "end": 3331.18,
                    "word": " technique",
                    "probability": 0.8955078125
                },
                {
                    "start": 3331.18,
                    "end": 3331.5,
                    "word": " being",
                    "probability": 0.83740234375
                },
                {
                    "start": 3331.5,
                    "end": 3332.08,
                    "word": " executed",
                    "probability": 0.90234375
                },
                {
                    "start": 3332.08,
                    "end": 3332.22,
                    "word": ".",
                    "probability": 0.708984375
                }
            ]
        },
        {
            "id": 553,
            "seek": 330302,
            "start": 3332.22,
            "end": 3337.78,
            "text": " And you see that also it was detected by the logic in my app, fortunately.",
            "tokens": [
                50664,
                400,
                291,
                536,
                300,
                611,
                309,
                390,
                21896,
                538,
                264,
                9952,
                294,
                452,
                724,
                11,
                25511,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18019701394697893,
            "compression_ratio": 1.6288209606986899,
            "no_speech_prob": 0.002910614013671875,
            "words": [
                {
                    "start": 3332.22,
                    "end": 3332.32,
                    "word": " And",
                    "probability": 0.67626953125
                },
                {
                    "start": 3332.32,
                    "end": 3332.44,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 3332.44,
                    "end": 3332.68,
                    "word": " see",
                    "probability": 0.80517578125
                },
                {
                    "start": 3332.68,
                    "end": 3332.94,
                    "word": " that",
                    "probability": 0.86767578125
                },
                {
                    "start": 3332.94,
                    "end": 3333.54,
                    "word": " also",
                    "probability": 0.67041015625
                },
                {
                    "start": 3333.54,
                    "end": 3333.8,
                    "word": " it",
                    "probability": 0.80322265625
                },
                {
                    "start": 3333.8,
                    "end": 3334.06,
                    "word": " was",
                    "probability": 0.89599609375
                },
                {
                    "start": 3334.06,
                    "end": 3334.48,
                    "word": " detected",
                    "probability": 0.73095703125
                },
                {
                    "start": 3334.48,
                    "end": 3334.96,
                    "word": " by",
                    "probability": 0.9052734375
                },
                {
                    "start": 3334.96,
                    "end": 3335.84,
                    "word": " the",
                    "probability": 0.77783203125
                },
                {
                    "start": 3335.84,
                    "end": 3336.16,
                    "word": " logic",
                    "probability": 0.80078125
                },
                {
                    "start": 3336.16,
                    "end": 3336.38,
                    "word": " in",
                    "probability": 0.8896484375
                },
                {
                    "start": 3336.38,
                    "end": 3336.56,
                    "word": " my",
                    "probability": 0.9052734375
                },
                {
                    "start": 3336.56,
                    "end": 3336.78,
                    "word": " app",
                    "probability": 0.90673828125
                },
                {
                    "start": 3336.78,
                    "end": 3336.96,
                    "word": ",",
                    "probability": 0.52197265625
                },
                {
                    "start": 3336.96,
                    "end": 3337.26,
                    "word": " fortunately",
                    "probability": 0.82958984375
                },
                {
                    "start": 3337.26,
                    "end": 3337.78,
                    "word": ".",
                    "probability": 0.80078125
                }
            ]
        },
        {
            "id": 554,
            "seek": 330302,
            "start": 3338.04,
            "end": 3345.26,
            "text": " And it will give you all the details that might help you contextualize it even more once you start playing with the app.",
            "tokens": [
                50964,
                400,
                309,
                486,
                976,
                291,
                439,
                264,
                4365,
                300,
                1062,
                854,
                291,
                35526,
                1125,
                309,
                754,
                544,
                1564,
                291,
                722,
                2433,
                365,
                264,
                724,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18019701394697893,
            "compression_ratio": 1.6288209606986899,
            "no_speech_prob": 0.002910614013671875,
            "words": [
                {
                    "start": 3338.04,
                    "end": 3338.38,
                    "word": " And",
                    "probability": 0.89013671875
                },
                {
                    "start": 3338.38,
                    "end": 3338.46,
                    "word": " it",
                    "probability": 0.87060546875
                },
                {
                    "start": 3338.46,
                    "end": 3338.56,
                    "word": " will",
                    "probability": 0.8115234375
                },
                {
                    "start": 3338.56,
                    "end": 3338.74,
                    "word": " give",
                    "probability": 0.82080078125
                },
                {
                    "start": 3338.74,
                    "end": 3338.86,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3338.86,
                    "end": 3339.12,
                    "word": " all",
                    "probability": 0.892578125
                },
                {
                    "start": 3339.12,
                    "end": 3339.26,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3339.26,
                    "end": 3339.66,
                    "word": " details",
                    "probability": 0.71728515625
                },
                {
                    "start": 3339.66,
                    "end": 3339.98,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3339.98,
                    "end": 3340.42,
                    "word": " might",
                    "probability": 0.76611328125
                },
                {
                    "start": 3340.42,
                    "end": 3340.7,
                    "word": " help",
                    "probability": 0.8310546875
                },
                {
                    "start": 3340.7,
                    "end": 3341.02,
                    "word": " you",
                    "probability": 0.89111328125
                },
                {
                    "start": 3341.02,
                    "end": 3342.36,
                    "word": " contextualize",
                    "probability": 0.90234375
                },
                {
                    "start": 3342.36,
                    "end": 3342.48,
                    "word": " it",
                    "probability": 0.89892578125
                },
                {
                    "start": 3342.48,
                    "end": 3342.68,
                    "word": " even",
                    "probability": 0.8017578125
                },
                {
                    "start": 3342.68,
                    "end": 3343.04,
                    "word": " more",
                    "probability": 0.87548828125
                },
                {
                    "start": 3343.04,
                    "end": 3343.46,
                    "word": " once",
                    "probability": 0.626953125
                },
                {
                    "start": 3343.46,
                    "end": 3343.58,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3343.58,
                    "end": 3343.86,
                    "word": " start",
                    "probability": 0.86328125
                },
                {
                    "start": 3343.86,
                    "end": 3344.18,
                    "word": " playing",
                    "probability": 0.79736328125
                },
                {
                    "start": 3344.18,
                    "end": 3344.38,
                    "word": " with",
                    "probability": 0.82177734375
                },
                {
                    "start": 3344.38,
                    "end": 3344.54,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 3344.54,
                    "end": 3344.74,
                    "word": " app",
                    "probability": 0.892578125
                },
                {
                    "start": 3344.74,
                    "end": 3345.26,
                    "word": ".",
                    "probability": 0.96826171875
                }
            ]
        },
        {
            "id": 555,
            "seek": 330302,
            "start": 3350.67,
            "end": 3356.89,
            "text": " And the same can be done for clicking on a machine, which I don't do yet.",
            "tokens": [
                51364,
                400,
                264,
                912,
                393,
                312,
                1096,
                337,
                9697,
                322,
                257,
                3479,
                11,
                597,
                286,
                500,
                380,
                360,
                1939,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18019701394697893,
            "compression_ratio": 1.6288209606986899,
            "no_speech_prob": 0.002910614013671875,
            "words": [
                {
                    "start": 3350.67,
                    "end": 3350.77,
                    "word": " And",
                    "probability": 0.79150390625
                },
                {
                    "start": 3350.77,
                    "end": 3350.91,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 3350.91,
                    "end": 3351.13,
                    "word": " same",
                    "probability": 0.81591796875
                },
                {
                    "start": 3351.13,
                    "end": 3352.27,
                    "word": " can",
                    "probability": 0.85107421875
                },
                {
                    "start": 3352.27,
                    "end": 3352.41,
                    "word": " be",
                    "probability": 0.9013671875
                },
                {
                    "start": 3352.41,
                    "end": 3352.61,
                    "word": " done",
                    "probability": 0.8046875
                },
                {
                    "start": 3352.61,
                    "end": 3352.97,
                    "word": " for",
                    "probability": 0.9052734375
                },
                {
                    "start": 3352.97,
                    "end": 3353.51,
                    "word": " clicking",
                    "probability": 0.69287109375
                },
                {
                    "start": 3353.51,
                    "end": 3353.75,
                    "word": " on",
                    "probability": 0.9091796875
                },
                {
                    "start": 3353.87,
                    "end": 3354.29,
                    "word": " a machine",
                    "probability": 0.72802734375
                },
                {
                    "start": 3354.29,
                    "end": 3354.79,
                    "word": ",",
                    "probability": 0.81298828125
                },
                {
                    "start": 3354.79,
                    "end": 3355.63,
                    "word": " which",
                    "probability": 0.9091796875
                },
                {
                    "start": 3355.63,
                    "end": 3356.05,
                    "word": " I",
                    "probability": 0.9931640625
                },
                {
                    "start": 3356.05,
                    "end": 3356.33,
                    "word": " don't",
                    "probability": 0.940185546875
                },
                {
                    "start": 3356.33,
                    "end": 3356.51,
                    "word": " do",
                    "probability": 0.90869140625
                },
                {
                    "start": 3356.51,
                    "end": 3356.79,
                    "word": " yet",
                    "probability": 0.89404296875
                },
                {
                    "start": 3356.79,
                    "end": 3356.89,
                    "word": ".",
                    "probability": 0.1300048828125
                }
            ]
        },
        {
            "id": 556,
            "seek": 332776,
            "start": 3356.89,
            "end": 3364.07,
            "text": " But I'll show you the raw logs first, where you can see all the results from all the techniques that were executed.",
            "tokens": [
                50364,
                583,
                286,
                603,
                855,
                291,
                264,
                8936,
                20820,
                700,
                11,
                689,
                291,
                393,
                536,
                439,
                264,
                3542,
                490,
                439,
                264,
                7512,
                300,
                645,
                17577,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.6618357487922706,
            "no_speech_prob": 0.005367279052734375,
            "words": [
                {
                    "start": 3356.89,
                    "end": 3357.03,
                    "word": " But",
                    "probability": 0.325927734375
                },
                {
                    "start": 3357.03,
                    "end": 3357.19,
                    "word": " I'll",
                    "probability": 0.959716796875
                },
                {
                    "start": 3357.19,
                    "end": 3357.43,
                    "word": " show",
                    "probability": 0.87060546875
                },
                {
                    "start": 3357.43,
                    "end": 3357.59,
                    "word": " you",
                    "probability": 0.888671875
                },
                {
                    "start": 3357.59,
                    "end": 3357.95,
                    "word": " the",
                    "probability": 0.77392578125
                },
                {
                    "start": 3357.95,
                    "end": 3358.63,
                    "word": " raw",
                    "probability": 0.8369140625
                },
                {
                    "start": 3358.63,
                    "end": 3358.99,
                    "word": " logs",
                    "probability": 0.787109375
                },
                {
                    "start": 3358.99,
                    "end": 3359.41,
                    "word": " first",
                    "probability": 0.78369140625
                },
                {
                    "start": 3359.41,
                    "end": 3360.15,
                    "word": ",",
                    "probability": 0.51611328125
                },
                {
                    "start": 3360.15,
                    "end": 3360.25,
                    "word": " where",
                    "probability": 0.9072265625
                },
                {
                    "start": 3360.25,
                    "end": 3360.39,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3360.39,
                    "end": 3360.53,
                    "word": " can",
                    "probability": 0.88671875
                },
                {
                    "start": 3360.53,
                    "end": 3360.89,
                    "word": " see",
                    "probability": 0.81591796875
                },
                {
                    "start": 3360.89,
                    "end": 3361.25,
                    "word": " all",
                    "probability": 0.88671875
                },
                {
                    "start": 3361.25,
                    "end": 3361.51,
                    "word": " the",
                    "probability": 0.8125
                },
                {
                    "start": 3361.51,
                    "end": 3362.13,
                    "word": " results",
                    "probability": 0.71484375
                },
                {
                    "start": 3362.13,
                    "end": 3362.55,
                    "word": " from",
                    "probability": 0.81494140625
                },
                {
                    "start": 3362.55,
                    "end": 3362.77,
                    "word": " all",
                    "probability": 0.8955078125
                },
                {
                    "start": 3362.77,
                    "end": 3362.87,
                    "word": " the",
                    "probability": 0.81298828125
                },
                {
                    "start": 3362.87,
                    "end": 3363.19,
                    "word": " techniques",
                    "probability": 0.83935546875
                },
                {
                    "start": 3363.19,
                    "end": 3363.33,
                    "word": " that",
                    "probability": 0.88330078125
                },
                {
                    "start": 3363.33,
                    "end": 3363.45,
                    "word": " were",
                    "probability": 0.88427734375
                },
                {
                    "start": 3363.45,
                    "end": 3363.89,
                    "word": " executed",
                    "probability": 0.9150390625
                },
                {
                    "start": 3363.89,
                    "end": 3364.07,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 557,
            "seek": 332776,
            "start": 3364.07,
            "end": 3368.77,
            "text": " So, again, you can quickly spot that everything was executed.",
            "tokens": [
                50714,
                407,
                11,
                797,
                11,
                291,
                393,
                2661,
                4008,
                300,
                1203,
                390,
                17577,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.6618357487922706,
            "no_speech_prob": 0.005367279052734375,
            "words": [
                {
                    "start": 3364.07,
                    "end": 3364.23,
                    "word": " So",
                    "probability": 0.85107421875
                },
                {
                    "start": 3364.23,
                    "end": 3364.35,
                    "word": ",",
                    "probability": 0.1361083984375
                },
                {
                    "start": 3364.35,
                    "end": 3364.61,
                    "word": " again",
                    "probability": 0.912109375
                },
                {
                    "start": 3364.61,
                    "end": 3364.73,
                    "word": ",",
                    "probability": 0.96337890625
                },
                {
                    "start": 3364.73,
                    "end": 3364.83,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3364.83,
                    "end": 3365.09,
                    "word": " can",
                    "probability": 0.8994140625
                },
                {
                    "start": 3365.09,
                    "end": 3366.25,
                    "word": " quickly",
                    "probability": 0.88525390625
                },
                {
                    "start": 3366.25,
                    "end": 3366.79,
                    "word": " spot",
                    "probability": 0.91357421875
                },
                {
                    "start": 3366.79,
                    "end": 3367.01,
                    "word": " that",
                    "probability": 0.8837890625
                },
                {
                    "start": 3367.01,
                    "end": 3367.47,
                    "word": " everything",
                    "probability": 0.8857421875
                },
                {
                    "start": 3367.47,
                    "end": 3368.09,
                    "word": " was",
                    "probability": 0.89404296875
                },
                {
                    "start": 3368.09,
                    "end": 3368.59,
                    "word": " executed",
                    "probability": 0.9208984375
                },
                {
                    "start": 3368.59,
                    "end": 3368.77,
                    "word": ".",
                    "probability": 0.8857421875
                }
            ]
        },
        {
            "id": 558,
            "seek": 332776,
            "start": 3368.77,
            "end": 3371.87,
            "text": " So, you see the scout being run.",
            "tokens": [
                50964,
                407,
                11,
                291,
                536,
                264,
                34392,
                885,
                1190,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.6618357487922706,
            "no_speech_prob": 0.005367279052734375,
            "words": [
                {
                    "start": 3368.77,
                    "end": 3368.91,
                    "word": " So",
                    "probability": 0.8828125
                },
                {
                    "start": 3368.91,
                    "end": 3369.01,
                    "word": ",",
                    "probability": 0.131103515625
                },
                {
                    "start": 3369.01,
                    "end": 3369.09,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 3369.09,
                    "end": 3369.35,
                    "word": " see",
                    "probability": 0.81884765625
                },
                {
                    "start": 3369.35,
                    "end": 3369.83,
                    "word": " the",
                    "probability": 0.78564453125
                },
                {
                    "start": 3369.83,
                    "end": 3370.65,
                    "word": " scout",
                    "probability": 0.50341796875
                },
                {
                    "start": 3370.65,
                    "end": 3370.97,
                    "word": " being",
                    "probability": 0.873046875
                },
                {
                    "start": 3370.97,
                    "end": 3371.35,
                    "word": " run",
                    "probability": 0.8994140625
                },
                {
                    "start": 3371.35,
                    "end": 3371.87,
                    "word": ".",
                    "probability": 0.71630859375
                }
            ]
        },
        {
            "id": 559,
            "seek": 332776,
            "start": 3372.19,
            "end": 3375.57,
            "text": " You see that then the WMI is being called.",
            "tokens": [
                51114,
                509,
                536,
                300,
                550,
                264,
                343,
                13808,
                307,
                885,
                1219,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.6618357487922706,
            "no_speech_prob": 0.005367279052734375,
            "words": [
                {
                    "start": 3372.19,
                    "end": 3372.49,
                    "word": " You",
                    "probability": 0.89013671875
                },
                {
                    "start": 3372.49,
                    "end": 3372.73,
                    "word": " see",
                    "probability": 0.82275390625
                },
                {
                    "start": 3372.73,
                    "end": 3372.95,
                    "word": " that",
                    "probability": 0.8623046875
                },
                {
                    "start": 3372.95,
                    "end": 3373.23,
                    "word": " then",
                    "probability": 0.49853515625
                },
                {
                    "start": 3373.23,
                    "end": 3373.51,
                    "word": " the",
                    "probability": 0.802734375
                },
                {
                    "start": 3373.51,
                    "end": 3374.05,
                    "word": " WMI",
                    "probability": 0.9814453125
                },
                {
                    "start": 3374.05,
                    "end": 3374.33,
                    "word": " is",
                    "probability": 0.89892578125
                },
                {
                    "start": 3374.33,
                    "end": 3374.57,
                    "word": " being",
                    "probability": 0.88037109375
                },
                {
                    "start": 3374.57,
                    "end": 3375.05,
                    "word": " called",
                    "probability": 0.7763671875
                },
                {
                    "start": 3375.05,
                    "end": 3375.57,
                    "word": ".",
                    "probability": 0.447998046875
                }
            ]
        },
        {
            "id": 560,
            "seek": 332776,
            "start": 3375.73,
            "end": 3381.63,
            "text": " The process is being ejected into and it starts executing the registry commands and so on.",
            "tokens": [
                51314,
                440,
                1399,
                307,
                885,
                32520,
                292,
                666,
                293,
                309,
                3719,
                32368,
                264,
                36468,
                16901,
                293,
                370,
                322,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21803977306593547,
            "compression_ratio": 1.6618357487922706,
            "no_speech_prob": 0.005367279052734375,
            "words": [
                {
                    "start": 3375.73,
                    "end": 3375.99,
                    "word": " The",
                    "probability": 0.779296875
                },
                {
                    "start": 3375.99,
                    "end": 3377.03,
                    "word": " process",
                    "probability": 0.71337890625
                },
                {
                    "start": 3377.03,
                    "end": 3377.19,
                    "word": " is",
                    "probability": 0.8095703125
                },
                {
                    "start": 3377.19,
                    "end": 3377.43,
                    "word": " being",
                    "probability": 0.85693359375
                },
                {
                    "start": 3377.43,
                    "end": 3377.95,
                    "word": " ejected",
                    "probability": 0.68115234375
                },
                {
                    "start": 3377.95,
                    "end": 3378.25,
                    "word": " into",
                    "probability": 0.70166015625
                },
                {
                    "start": 3378.25,
                    "end": 3378.67,
                    "word": " and",
                    "probability": 0.401611328125
                },
                {
                    "start": 3378.67,
                    "end": 3378.83,
                    "word": " it",
                    "probability": 0.88623046875
                },
                {
                    "start": 3378.83,
                    "end": 3379.05,
                    "word": " starts",
                    "probability": 0.63134765625
                },
                {
                    "start": 3379.05,
                    "end": 3379.55,
                    "word": " executing",
                    "probability": 0.748046875
                },
                {
                    "start": 3379.55,
                    "end": 3379.75,
                    "word": " the",
                    "probability": 0.78662109375
                },
                {
                    "start": 3379.75,
                    "end": 3380.07,
                    "word": " registry",
                    "probability": 0.94873046875
                },
                {
                    "start": 3380.07,
                    "end": 3380.51,
                    "word": " commands",
                    "probability": 0.73974609375
                },
                {
                    "start": 3380.51,
                    "end": 3380.69,
                    "word": " and",
                    "probability": 0.7529296875
                },
                {
                    "start": 3380.69,
                    "end": 3380.89,
                    "word": " so",
                    "probability": 0.8984375
                },
                {
                    "start": 3380.89,
                    "end": 3381.11,
                    "word": " on",
                    "probability": 0.90576171875
                },
                {
                    "start": 3381.11,
                    "end": 3381.63,
                    "word": ".",
                    "probability": 0.98583984375
                }
            ]
        },
        {
            "id": 561,
            "seek": 335500,
            "start": 3382.19,
            "end": 3387.57,
            "text": " And the same goes for the scheduled task logs, which isn't that properly formatted, thanks Microsoft.",
            "tokens": [
                50414,
                400,
                264,
                912,
                1709,
                337,
                264,
                15678,
                5633,
                20820,
                11,
                597,
                1943,
                380,
                300,
                6108,
                1254,
                32509,
                11,
                3231,
                8116,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3382.19,
                    "end": 3382.71,
                    "word": " And",
                    "probability": 0.12261962890625
                },
                {
                    "start": 3382.71,
                    "end": 3382.99,
                    "word": " the",
                    "probability": 0.78759765625
                },
                {
                    "start": 3382.99,
                    "end": 3383.13,
                    "word": " same",
                    "probability": 0.8095703125
                },
                {
                    "start": 3383.13,
                    "end": 3383.39,
                    "word": " goes",
                    "probability": 0.86962890625
                },
                {
                    "start": 3383.39,
                    "end": 3383.59,
                    "word": " for",
                    "probability": 0.900390625
                },
                {
                    "start": 3383.59,
                    "end": 3383.89,
                    "word": " the",
                    "probability": 0.77734375
                },
                {
                    "start": 3383.89,
                    "end": 3384.15,
                    "word": " scheduled",
                    "probability": 0.354736328125
                },
                {
                    "start": 3384.15,
                    "end": 3384.47,
                    "word": " task",
                    "probability": 0.62548828125
                },
                {
                    "start": 3384.47,
                    "end": 3384.73,
                    "word": " logs",
                    "probability": 0.79931640625
                },
                {
                    "start": 3384.73,
                    "end": 3384.89,
                    "word": ",",
                    "probability": 0.681640625
                },
                {
                    "start": 3384.89,
                    "end": 3384.99,
                    "word": " which",
                    "probability": 0.916015625
                },
                {
                    "start": 3384.99,
                    "end": 3385.37,
                    "word": " isn't",
                    "probability": 0.927001953125
                },
                {
                    "start": 3385.37,
                    "end": 3385.59,
                    "word": " that",
                    "probability": 0.86962890625
                },
                {
                    "start": 3385.59,
                    "end": 3386.07,
                    "word": " properly",
                    "probability": 0.83154296875
                },
                {
                    "start": 3386.07,
                    "end": 3386.59,
                    "word": " formatted",
                    "probability": 0.82080078125
                },
                {
                    "start": 3386.59,
                    "end": 3386.67,
                    "word": ",",
                    "probability": 0.509765625
                },
                {
                    "start": 3386.67,
                    "end": 3386.87,
                    "word": " thanks",
                    "probability": 0.7666015625
                },
                {
                    "start": 3386.87,
                    "end": 3387.23,
                    "word": " Microsoft",
                    "probability": 0.57763671875
                },
                {
                    "start": 3387.23,
                    "end": 3387.57,
                    "word": ".",
                    "probability": 0.490478515625
                }
            ]
        },
        {
            "id": 562,
            "seek": 335500,
            "start": 3387.57,
            "end": 3390.65,
            "text": " But this is a quick POC.",
            "tokens": [
                50664,
                583,
                341,
                307,
                257,
                1702,
                22299,
                34,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3387.57,
                    "end": 3387.71,
                    "word": " But",
                    "probability": 0.826171875
                },
                {
                    "start": 3387.71,
                    "end": 3388.89,
                    "word": " this",
                    "probability": 0.84765625
                },
                {
                    "start": 3388.89,
                    "end": 3389.33,
                    "word": " is",
                    "probability": 0.90185546875
                },
                {
                    "start": 3389.81,
                    "end": 3389.99,
                    "word": " a quick",
                    "probability": 0.92529296875
                },
                {
                    "start": 3389.99,
                    "end": 3390.51,
                    "word": " POC",
                    "probability": 0.82470703125
                },
                {
                    "start": 3390.51,
                    "end": 3390.65,
                    "word": ".",
                    "probability": 0.48486328125
                }
            ]
        },
        {
            "id": 563,
            "seek": 335500,
            "start": 3390.65,
            "end": 3394.75,
            "text": " You can obviously properly parse this neatly.",
            "tokens": [
                50814,
                509,
                393,
                2745,
                6108,
                48377,
                341,
                36634,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3390.65,
                    "end": 3390.69,
                    "word": " You",
                    "probability": 0.787109375
                },
                {
                    "start": 3390.69,
                    "end": 3390.87,
                    "word": " can",
                    "probability": 0.8916015625
                },
                {
                    "start": 3390.87,
                    "end": 3391.23,
                    "word": " obviously",
                    "probability": 0.6669921875
                },
                {
                    "start": 3391.23,
                    "end": 3392.51,
                    "word": " properly",
                    "probability": 0.82958984375
                },
                {
                    "start": 3392.51,
                    "end": 3392.95,
                    "word": " parse",
                    "probability": 0.74560546875
                },
                {
                    "start": 3392.95,
                    "end": 3393.29,
                    "word": " this",
                    "probability": 0.865234375
                },
                {
                    "start": 3393.29,
                    "end": 3394.51,
                    "word": " neatly",
                    "probability": 0.82470703125
                },
                {
                    "start": 3394.51,
                    "end": 3394.75,
                    "word": ".",
                    "probability": 0.322021484375
                }
            ]
        },
        {
            "id": 564,
            "seek": 335500,
            "start": 3394.75,
            "end": 3399.67,
            "text": " But it's quite easy to spot that some of the bad stuff actually was executed here.",
            "tokens": [
                51014,
                583,
                309,
                311,
                1596,
                1858,
                281,
                4008,
                300,
                512,
                295,
                264,
                1578,
                1507,
                767,
                390,
                17577,
                510,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3394.75,
                    "end": 3394.93,
                    "word": " But",
                    "probability": 0.89208984375
                },
                {
                    "start": 3394.93,
                    "end": 3395.23,
                    "word": " it's",
                    "probability": 0.948974609375
                },
                {
                    "start": 3395.23,
                    "end": 3395.49,
                    "word": " quite",
                    "probability": 0.880859375
                },
                {
                    "start": 3395.49,
                    "end": 3395.73,
                    "word": " easy",
                    "probability": 0.814453125
                },
                {
                    "start": 3395.73,
                    "end": 3395.95,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 3395.95,
                    "end": 3396.29,
                    "word": " spot",
                    "probability": 0.89892578125
                },
                {
                    "start": 3396.29,
                    "end": 3396.57,
                    "word": " that",
                    "probability": 0.85791015625
                },
                {
                    "start": 3396.57,
                    "end": 3396.99,
                    "word": " some",
                    "probability": 0.79345703125
                },
                {
                    "start": 3396.99,
                    "end": 3397.13,
                    "word": " of",
                    "probability": 0.90185546875
                },
                {
                    "start": 3397.13,
                    "end": 3397.25,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 3397.25,
                    "end": 3397.47,
                    "word": " bad",
                    "probability": 0.908203125
                },
                {
                    "start": 3397.47,
                    "end": 3397.77,
                    "word": " stuff",
                    "probability": 0.77685546875
                },
                {
                    "start": 3397.77,
                    "end": 3398.15,
                    "word": " actually",
                    "probability": 0.71435546875
                },
                {
                    "start": 3398.15,
                    "end": 3398.39,
                    "word": " was",
                    "probability": 0.87939453125
                },
                {
                    "start": 3398.39,
                    "end": 3398.85,
                    "word": " executed",
                    "probability": 0.91650390625
                },
                {
                    "start": 3398.85,
                    "end": 3399.15,
                    "word": " here",
                    "probability": 0.80908203125
                },
                {
                    "start": 3399.15,
                    "end": 3399.67,
                    "word": ".",
                    "probability": 0.96435546875
                }
            ]
        },
        {
            "id": 565,
            "seek": 335500,
            "start": 3402.67,
            "end": 3405.21,
            "text": " And I think we can fast forward again.",
            "tokens": [
                51364,
                400,
                286,
                519,
                321,
                393,
                2370,
                2128,
                797,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3402.67,
                    "end": 3403.19,
                    "word": " And",
                    "probability": 0.80126953125
                },
                {
                    "start": 3403.19,
                    "end": 3403.41,
                    "word": " I",
                    "probability": 0.99072265625
                },
                {
                    "start": 3403.41,
                    "end": 3403.57,
                    "word": " think",
                    "probability": 0.8076171875
                },
                {
                    "start": 3403.57,
                    "end": 3403.71,
                    "word": " we",
                    "probability": 0.90478515625
                },
                {
                    "start": 3403.71,
                    "end": 3403.85,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 3403.85,
                    "end": 3404.11,
                    "word": " fast",
                    "probability": 0.79736328125
                },
                {
                    "start": 3404.11,
                    "end": 3404.35,
                    "word": " forward",
                    "probability": 0.64306640625
                },
                {
                    "start": 3404.35,
                    "end": 3404.69,
                    "word": " again",
                    "probability": 0.91552734375
                },
                {
                    "start": 3404.69,
                    "end": 3405.21,
                    "word": ".",
                    "probability": 0.9951171875
                }
            ]
        },
        {
            "id": 566,
            "seek": 335500,
            "start": 3405.35,
            "end": 3406.01,
            "text": " Okay.",
            "tokens": [
                51464,
                1033,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3405.35,
                    "end": 3405.49,
                    "word": " Okay",
                    "probability": 0.154052734375
                },
                {
                    "start": 3405.49,
                    "end": 3406.01,
                    "word": ".",
                    "probability": 0.89794921875
                }
            ]
        },
        {
            "id": 567,
            "seek": 335500,
            "start": 3407.59,
            "end": 3410.43,
            "text": " So, yeah, we're going to the threat hunting app.",
            "tokens": [
                51614,
                407,
                11,
                1338,
                11,
                321,
                434,
                516,
                281,
                264,
                4734,
                12599,
                724,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21447368075973108,
            "compression_ratio": 1.497854077253219,
            "no_speech_prob": 0.01197052001953125,
            "words": [
                {
                    "start": 3407.59,
                    "end": 3408.11,
                    "word": " So",
                    "probability": 0.70361328125
                },
                {
                    "start": 3408.11,
                    "end": 3408.23,
                    "word": ",",
                    "probability": 0.21044921875
                },
                {
                    "start": 3408.23,
                    "end": 3408.33,
                    "word": " yeah",
                    "probability": 0.82666015625
                },
                {
                    "start": 3408.33,
                    "end": 3408.33,
                    "word": ",",
                    "probability": 0.85791015625
                },
                {
                    "start": 3408.33,
                    "end": 3408.47,
                    "word": " we're",
                    "probability": 0.920654296875
                },
                {
                    "start": 3408.47,
                    "end": 3408.65,
                    "word": " going",
                    "probability": 0.837890625
                },
                {
                    "start": 3408.65,
                    "end": 3408.81,
                    "word": " to",
                    "probability": 0.68798828125
                },
                {
                    "start": 3408.81,
                    "end": 3408.99,
                    "word": " the",
                    "probability": 0.787109375
                },
                {
                    "start": 3408.99,
                    "end": 3409.17,
                    "word": " threat",
                    "probability": 0.046295166015625
                },
                {
                    "start": 3409.17,
                    "end": 3409.49,
                    "word": " hunting",
                    "probability": 0.68115234375
                },
                {
                    "start": 3409.49,
                    "end": 3409.91,
                    "word": " app",
                    "probability": 0.72607421875
                },
                {
                    "start": 3409.91,
                    "end": 3410.43,
                    "word": ".",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 568,
            "seek": 338376,
            "start": 3412.03,
            "end": 3413.17,
            "text": " Yeah, and this is the same.",
            "tokens": [
                50414,
                865,
                11,
                293,
                341,
                307,
                264,
                912,
                13,
                50464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21424278244376183,
            "compression_ratio": 1.6718146718146718,
            "no_speech_prob": 0.00372314453125,
            "words": [
                {
                    "start": 3412.03,
                    "end": 3412.47,
                    "word": " Yeah",
                    "probability": 0.2158203125
                },
                {
                    "start": 3412.47,
                    "end": 3412.51,
                    "word": ",",
                    "probability": 0.69091796875
                },
                {
                    "start": 3412.51,
                    "end": 3412.59,
                    "word": " and",
                    "probability": 0.81298828125
                },
                {
                    "start": 3412.59,
                    "end": 3412.73,
                    "word": " this",
                    "probability": 0.87646484375
                },
                {
                    "start": 3412.73,
                    "end": 3412.81,
                    "word": " is",
                    "probability": 0.9013671875
                },
                {
                    "start": 3412.81,
                    "end": 3412.95,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 3412.95,
                    "end": 3413.07,
                    "word": " same",
                    "probability": 0.802734375
                },
                {
                    "start": 3413.07,
                    "end": 3413.17,
                    "word": ".",
                    "probability": 0.82421875
                }
            ]
        },
        {
            "id": 569,
            "seek": 338376,
            "start": 3413.17,
            "end": 3430.67,
            "text": " So, once you would have clicked on a machine, you would have actually seen all the techniques that were executed on that system in the threat hunting app, which will give you a huge panel with all techniques, all the commands that were executed, all the parent processes, process GUIDs from a Sysmon perspective.",
            "tokens": [
                50464,
                407,
                11,
                1564,
                291,
                576,
                362,
                23370,
                322,
                257,
                3479,
                11,
                291,
                576,
                362,
                767,
                1612,
                439,
                264,
                7512,
                300,
                645,
                17577,
                322,
                300,
                1185,
                294,
                264,
                4734,
                12599,
                724,
                11,
                597,
                486,
                976,
                291,
                257,
                2603,
                4831,
                365,
                439,
                7512,
                11,
                439,
                264,
                16901,
                300,
                645,
                17577,
                11,
                439,
                264,
                2596,
                7555,
                11,
                1399,
                17917,
                2777,
                82,
                490,
                257,
                318,
                749,
                3317,
                4585,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21424278244376183,
            "compression_ratio": 1.6718146718146718,
            "no_speech_prob": 0.00372314453125,
            "words": [
                {
                    "start": 3413.17,
                    "end": 3413.25,
                    "word": " So",
                    "probability": 0.822265625
                },
                {
                    "start": 3413.25,
                    "end": 3413.41,
                    "word": ",",
                    "probability": 0.167724609375
                },
                {
                    "start": 3413.41,
                    "end": 3413.71,
                    "word": " once",
                    "probability": 0.810546875
                },
                {
                    "start": 3413.71,
                    "end": 3413.83,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3413.83,
                    "end": 3413.99,
                    "word": " would",
                    "probability": 0.853515625
                },
                {
                    "start": 3413.99,
                    "end": 3414.07,
                    "word": " have",
                    "probability": 0.7431640625
                },
                {
                    "start": 3414.07,
                    "end": 3414.33,
                    "word": " clicked",
                    "probability": 0.7431640625
                },
                {
                    "start": 3414.33,
                    "end": 3414.53,
                    "word": " on",
                    "probability": 0.435791015625
                },
                {
                    "start": 3414.61,
                    "end": 3414.81,
                    "word": " a machine",
                    "probability": 0.71435546875
                },
                {
                    "start": 3414.81,
                    "end": 3414.93,
                    "word": ",",
                    "probability": 0.83740234375
                },
                {
                    "start": 3414.93,
                    "end": 3415.01,
                    "word": " you",
                    "probability": 0.89013671875
                },
                {
                    "start": 3415.01,
                    "end": 3415.17,
                    "word": " would",
                    "probability": 0.84423828125
                },
                {
                    "start": 3415.17,
                    "end": 3415.33,
                    "word": " have",
                    "probability": 0.853515625
                },
                {
                    "start": 3415.33,
                    "end": 3415.63,
                    "word": " actually",
                    "probability": 0.77978515625
                },
                {
                    "start": 3415.63,
                    "end": 3415.97,
                    "word": " seen",
                    "probability": 0.873046875
                },
                {
                    "start": 3415.97,
                    "end": 3416.17,
                    "word": " all",
                    "probability": 0.89892578125
                },
                {
                    "start": 3416.17,
                    "end": 3416.27,
                    "word": " the",
                    "probability": 0.80224609375
                },
                {
                    "start": 3416.27,
                    "end": 3416.57,
                    "word": " techniques",
                    "probability": 0.83154296875
                },
                {
                    "start": 3416.57,
                    "end": 3416.71,
                    "word": " that",
                    "probability": 0.8818359375
                },
                {
                    "start": 3416.71,
                    "end": 3416.79,
                    "word": " were",
                    "probability": 0.88330078125
                },
                {
                    "start": 3416.79,
                    "end": 3417.21,
                    "word": " executed",
                    "probability": 0.91650390625
                },
                {
                    "start": 3417.21,
                    "end": 3417.53,
                    "word": " on",
                    "probability": 0.908203125
                },
                {
                    "start": 3417.53,
                    "end": 3418.15,
                    "word": " that",
                    "probability": 0.826171875
                },
                {
                    "start": 3418.15,
                    "end": 3418.87,
                    "word": " system",
                    "probability": 0.85205078125
                },
                {
                    "start": 3418.87,
                    "end": 3419.25,
                    "word": " in",
                    "probability": 0.8271484375
                },
                {
                    "start": 3419.25,
                    "end": 3419.39,
                    "word": " the",
                    "probability": 0.64599609375
                },
                {
                    "start": 3419.39,
                    "end": 3419.61,
                    "word": " threat",
                    "probability": 0.43994140625
                },
                {
                    "start": 3419.61,
                    "end": 3419.85,
                    "word": " hunting",
                    "probability": 0.71484375
                },
                {
                    "start": 3419.85,
                    "end": 3420.17,
                    "word": " app",
                    "probability": 0.9091796875
                },
                {
                    "start": 3420.17,
                    "end": 3420.69,
                    "word": ",",
                    "probability": 0.8125
                },
                {
                    "start": 3420.69,
                    "end": 3421.23,
                    "word": " which",
                    "probability": 0.91259765625
                },
                {
                    "start": 3421.23,
                    "end": 3421.37,
                    "word": " will",
                    "probability": 0.77783203125
                },
                {
                    "start": 3421.37,
                    "end": 3421.55,
                    "word": " give",
                    "probability": 0.81982421875
                },
                {
                    "start": 3421.55,
                    "end": 3421.69,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 3421.87,
                    "end": 3422.09,
                    "word": " a huge",
                    "probability": 0.7919921875
                },
                {
                    "start": 3422.09,
                    "end": 3422.45,
                    "word": " panel",
                    "probability": 0.84912109375
                },
                {
                    "start": 3422.45,
                    "end": 3422.79,
                    "word": " with",
                    "probability": 0.8193359375
                },
                {
                    "start": 3422.79,
                    "end": 3423.29,
                    "word": " all",
                    "probability": 0.89990234375
                },
                {
                    "start": 3423.29,
                    "end": 3424.03,
                    "word": " techniques",
                    "probability": 0.77099609375
                },
                {
                    "start": 3424.03,
                    "end": 3424.17,
                    "word": ",",
                    "probability": 0.958984375
                },
                {
                    "start": 3424.17,
                    "end": 3424.29,
                    "word": " all",
                    "probability": 0.89697265625
                },
                {
                    "start": 3424.29,
                    "end": 3424.39,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 3424.39,
                    "end": 3424.67,
                    "word": " commands",
                    "probability": 0.7646484375
                },
                {
                    "start": 3424.67,
                    "end": 3424.79,
                    "word": " that",
                    "probability": 0.87939453125
                },
                {
                    "start": 3424.79,
                    "end": 3424.91,
                    "word": " were",
                    "probability": 0.8857421875
                },
                {
                    "start": 3424.91,
                    "end": 3425.49,
                    "word": " executed",
                    "probability": 0.90966796875
                },
                {
                    "start": 3425.49,
                    "end": 3425.77,
                    "word": ",",
                    "probability": 0.9541015625
                },
                {
                    "start": 3425.77,
                    "end": 3425.91,
                    "word": " all",
                    "probability": 0.89599609375
                },
                {
                    "start": 3425.91,
                    "end": 3426.09,
                    "word": " the",
                    "probability": 0.81494140625
                },
                {
                    "start": 3426.09,
                    "end": 3426.45,
                    "word": " parent",
                    "probability": 0.5390625
                },
                {
                    "start": 3426.45,
                    "end": 3427.21,
                    "word": " processes",
                    "probability": 0.79931640625
                },
                {
                    "start": 3427.21,
                    "end": 3427.83,
                    "word": ",",
                    "probability": 0.91259765625
                },
                {
                    "start": 3427.83,
                    "end": 3428.39,
                    "word": " process",
                    "probability": 0.8125
                },
                {
                    "start": 3428.39,
                    "end": 3429.05,
                    "word": " GUIDs",
                    "probability": 0.7918294270833334
                },
                {
                    "start": 3429.05,
                    "end": 3429.37,
                    "word": " from",
                    "probability": 0.6474609375
                },
                {
                    "start": 3429.49,
                    "end": 3429.71,
                    "word": " a Sysmon",
                    "probability": 0.7208658854166666
                },
                {
                    "start": 3429.71,
                    "end": 3430.23,
                    "word": " perspective",
                    "probability": 0.7275390625
                },
                {
                    "start": 3430.23,
                    "end": 3430.67,
                    "word": ".",
                    "probability": 0.6005859375
                }
            ]
        },
        {
            "id": 570,
            "seek": 338376,
            "start": 3431.47,
            "end": 3439.19,
            "text": " And it will try to at least map it to the proper MITRE tactics as well, as much as possible.",
            "tokens": [
                51364,
                400,
                309,
                486,
                853,
                281,
                412,
                1935,
                4471,
                309,
                281,
                264,
                2296,
                13100,
                3850,
                19454,
                382,
                731,
                11,
                382,
                709,
                382,
                1944,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21424278244376183,
            "compression_ratio": 1.6718146718146718,
            "no_speech_prob": 0.00372314453125,
            "words": [
                {
                    "start": 3431.47,
                    "end": 3431.91,
                    "word": " And",
                    "probability": 0.82568359375
                },
                {
                    "start": 3431.91,
                    "end": 3432.01,
                    "word": " it",
                    "probability": 0.86669921875
                },
                {
                    "start": 3432.01,
                    "end": 3432.13,
                    "word": " will",
                    "probability": 0.81982421875
                },
                {
                    "start": 3432.13,
                    "end": 3432.41,
                    "word": " try",
                    "probability": 0.82763671875
                },
                {
                    "start": 3432.41,
                    "end": 3432.97,
                    "word": " to",
                    "probability": 0.89404296875
                },
                {
                    "start": 3432.97,
                    "end": 3433.93,
                    "word": " at",
                    "probability": 0.83349609375
                },
                {
                    "start": 3433.93,
                    "end": 3434.11,
                    "word": " least",
                    "probability": 0.85302734375
                },
                {
                    "start": 3434.11,
                    "end": 3434.39,
                    "word": " map",
                    "probability": 0.84228515625
                },
                {
                    "start": 3434.39,
                    "end": 3434.55,
                    "word": " it",
                    "probability": 0.896484375
                },
                {
                    "start": 3434.55,
                    "end": 3434.65,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 3434.65,
                    "end": 3434.91,
                    "word": " the",
                    "probability": 0.80517578125
                },
                {
                    "start": 3434.91,
                    "end": 3435.37,
                    "word": " proper",
                    "probability": 0.82080078125
                },
                {
                    "start": 3435.37,
                    "end": 3436.23,
                    "word": " MITRE",
                    "probability": 0.793212890625
                },
                {
                    "start": 3436.23,
                    "end": 3436.65,
                    "word": " tactics",
                    "probability": 0.7158203125
                },
                {
                    "start": 3436.65,
                    "end": 3436.91,
                    "word": " as",
                    "probability": 0.849609375
                },
                {
                    "start": 3436.91,
                    "end": 3437.15,
                    "word": " well",
                    "probability": 0.8291015625
                },
                {
                    "start": 3437.15,
                    "end": 3437.29,
                    "word": ",",
                    "probability": 0.55810546875
                },
                {
                    "start": 3437.29,
                    "end": 3438.03,
                    "word": " as",
                    "probability": 0.90087890625
                },
                {
                    "start": 3438.03,
                    "end": 3438.23,
                    "word": " much",
                    "probability": 0.818359375
                },
                {
                    "start": 3438.23,
                    "end": 3438.37,
                    "word": " as",
                    "probability": 0.904296875
                },
                {
                    "start": 3438.37,
                    "end": 3438.75,
                    "word": " possible",
                    "probability": 0.84716796875
                },
                {
                    "start": 3438.75,
                    "end": 3439.19,
                    "word": ".",
                    "probability": 0.98583984375
                }
            ]
        },
        {
            "id": 571,
            "seek": 340360,
            "start": 3439.19,
            "end": 3447.73,
            "text": " And here you can see that there were some DLLs loaded, there was some registry activity, and you still have access to all the raw data as well.",
            "tokens": [
                50364,
                400,
                510,
                291,
                393,
                536,
                300,
                456,
                645,
                512,
                413,
                24010,
                82,
                13210,
                11,
                456,
                390,
                512,
                36468,
                5191,
                11,
                293,
                291,
                920,
                362,
                2105,
                281,
                439,
                264,
                8936,
                1412,
                382,
                731,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3439.19,
                    "end": 3439.91,
                    "word": " And",
                    "probability": 0.60986328125
                },
                {
                    "start": 3439.91,
                    "end": 3440.11,
                    "word": " here",
                    "probability": 0.6962890625
                },
                {
                    "start": 3440.11,
                    "end": 3440.19,
                    "word": " you",
                    "probability": 0.81884765625
                },
                {
                    "start": 3440.19,
                    "end": 3440.33,
                    "word": " can",
                    "probability": 0.89892578125
                },
                {
                    "start": 3440.33,
                    "end": 3440.51,
                    "word": " see",
                    "probability": 0.822265625
                },
                {
                    "start": 3440.51,
                    "end": 3440.65,
                    "word": " that",
                    "probability": 0.8720703125
                },
                {
                    "start": 3440.65,
                    "end": 3440.77,
                    "word": " there",
                    "probability": 0.8525390625
                },
                {
                    "start": 3440.77,
                    "end": 3440.93,
                    "word": " were",
                    "probability": 0.67041015625
                },
                {
                    "start": 3440.93,
                    "end": 3441.17,
                    "word": " some",
                    "probability": 0.8056640625
                },
                {
                    "start": 3441.17,
                    "end": 3441.77,
                    "word": " DLLs",
                    "probability": 0.90185546875
                },
                {
                    "start": 3441.77,
                    "end": 3441.97,
                    "word": " loaded",
                    "probability": 0.80078125
                },
                {
                    "start": 3441.97,
                    "end": 3442.09,
                    "word": ",",
                    "probability": 0.65380859375
                },
                {
                    "start": 3442.09,
                    "end": 3442.13,
                    "word": " there",
                    "probability": 0.8525390625
                },
                {
                    "start": 3442.13,
                    "end": 3442.23,
                    "word": " was",
                    "probability": 0.83349609375
                },
                {
                    "start": 3442.23,
                    "end": 3442.35,
                    "word": " some",
                    "probability": 0.7666015625
                },
                {
                    "start": 3442.35,
                    "end": 3442.69,
                    "word": " registry",
                    "probability": 0.92138671875
                },
                {
                    "start": 3442.69,
                    "end": 3443.27,
                    "word": " activity",
                    "probability": 0.7841796875
                },
                {
                    "start": 3443.27,
                    "end": 3444.03,
                    "word": ",",
                    "probability": 0.51953125
                },
                {
                    "start": 3444.03,
                    "end": 3444.43,
                    "word": " and",
                    "probability": 0.8916015625
                },
                {
                    "start": 3444.43,
                    "end": 3444.55,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3444.55,
                    "end": 3444.77,
                    "word": " still",
                    "probability": 0.90380859375
                },
                {
                    "start": 3444.77,
                    "end": 3445.05,
                    "word": " have",
                    "probability": 0.87451171875
                },
                {
                    "start": 3445.05,
                    "end": 3445.39,
                    "word": " access",
                    "probability": 0.78515625
                },
                {
                    "start": 3445.39,
                    "end": 3445.57,
                    "word": " to",
                    "probability": 0.876953125
                },
                {
                    "start": 3445.57,
                    "end": 3445.75,
                    "word": " all",
                    "probability": 0.64501953125
                },
                {
                    "start": 3445.75,
                    "end": 3445.89,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 3445.89,
                    "end": 3446.09,
                    "word": " raw",
                    "probability": 0.5830078125
                },
                {
                    "start": 3446.09,
                    "end": 3446.45,
                    "word": " data",
                    "probability": 0.8291015625
                },
                {
                    "start": 3446.45,
                    "end": 3446.69,
                    "word": " as",
                    "probability": 0.87451171875
                },
                {
                    "start": 3446.69,
                    "end": 3447.19,
                    "word": " well",
                    "probability": 0.88134765625
                },
                {
                    "start": 3447.19,
                    "end": 3447.73,
                    "word": ".",
                    "probability": 0.97607421875
                }
            ]
        },
        {
            "id": 572,
            "seek": 340360,
            "start": 3448.45,
            "end": 3450.63,
            "text": " And that concludes the demo two.",
            "tokens": [
                50814,
                400,
                300,
                24643,
                264,
                10723,
                732,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3448.45,
                    "end": 3448.69,
                    "word": " And",
                    "probability": 0.8505859375
                },
                {
                    "start": 3448.69,
                    "end": 3448.83,
                    "word": " that",
                    "probability": 0.8759765625
                },
                {
                    "start": 3448.83,
                    "end": 3449.29,
                    "word": " concludes",
                    "probability": 0.8779296875
                },
                {
                    "start": 3449.29,
                    "end": 3449.51,
                    "word": " the",
                    "probability": 0.79443359375
                },
                {
                    "start": 3449.51,
                    "end": 3449.77,
                    "word": " demo",
                    "probability": 0.736328125
                },
                {
                    "start": 3449.77,
                    "end": 3450.09,
                    "word": " two",
                    "probability": 0.5361328125
                },
                {
                    "start": 3450.09,
                    "end": 3450.63,
                    "word": ".",
                    "probability": 0.9912109375
                }
            ]
        },
        {
            "id": 573,
            "seek": 340360,
            "start": 3450.67,
            "end": 3451.75,
            "text": " Okay, cool.",
            "tokens": [
                50914,
                1033,
                11,
                1627,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3450.67,
                    "end": 3450.95,
                    "word": " Okay",
                    "probability": 0.191650390625
                },
                {
                    "start": 3450.95,
                    "end": 3451.19,
                    "word": ",",
                    "probability": 0.84130859375
                },
                {
                    "start": 3451.19,
                    "end": 3451.45,
                    "word": " cool",
                    "probability": 0.88232421875
                },
                {
                    "start": 3451.45,
                    "end": 3451.75,
                    "word": ".",
                    "probability": 0.564453125
                }
            ]
        },
        {
            "id": 574,
            "seek": 340360,
            "start": 3451.75,
            "end": 3452.85,
            "text": " Demo two.",
            "tokens": [
                50964,
                4686,
                78,
                732,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3451.75,
                    "end": 3452.03,
                    "word": " Demo",
                    "probability": 0.84423828125
                },
                {
                    "start": 3452.03,
                    "end": 3452.31,
                    "word": " two",
                    "probability": 0.8193359375
                },
                {
                    "start": 3452.31,
                    "end": 3452.85,
                    "word": ".",
                    "probability": 0.76416015625
                }
            ]
        },
        {
            "id": 575,
            "seek": 340360,
            "start": 3453.63,
            "end": 3455.41,
            "text": " Let's move on.",
            "tokens": [
                51064,
                961,
                311,
                1286,
                322,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3453.63,
                    "end": 3454.17,
                    "word": " Let's",
                    "probability": 0.93701171875
                },
                {
                    "start": 3454.17,
                    "end": 3454.51,
                    "word": " move",
                    "probability": 0.87646484375
                },
                {
                    "start": 3454.51,
                    "end": 3454.87,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 3454.87,
                    "end": 3455.41,
                    "word": ".",
                    "probability": 0.99462890625
                }
            ]
        },
        {
            "id": 576,
            "seek": 340360,
            "start": 3456.33,
            "end": 3459.03,
            "text": " Okay, so I'll do this real quick.",
            "tokens": [
                51214,
                1033,
                11,
                370,
                286,
                603,
                360,
                341,
                957,
                1702,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20363230055028742,
            "compression_ratio": 1.4790419161676647,
            "no_speech_prob": 0.036651611328125,
            "words": [
                {
                    "start": 3456.33,
                    "end": 3456.63,
                    "word": " Okay",
                    "probability": 0.828125
                },
                {
                    "start": 3456.63,
                    "end": 3456.87,
                    "word": ",",
                    "probability": 0.74853515625
                },
                {
                    "start": 3456.87,
                    "end": 3457.17,
                    "word": " so",
                    "probability": 0.8828125
                },
                {
                    "start": 3457.17,
                    "end": 3457.67,
                    "word": " I'll",
                    "probability": 0.794921875
                },
                {
                    "start": 3457.67,
                    "end": 3457.81,
                    "word": " do",
                    "probability": 0.89794921875
                },
                {
                    "start": 3457.81,
                    "end": 3458.01,
                    "word": " this",
                    "probability": 0.876953125
                },
                {
                    "start": 3458.01,
                    "end": 3458.29,
                    "word": " real",
                    "probability": 0.8603515625
                },
                {
                    "start": 3458.29,
                    "end": 3458.65,
                    "word": " quick",
                    "probability": 0.9208984375
                },
                {
                    "start": 3458.65,
                    "end": 3459.03,
                    "word": ".",
                    "probability": 0.9365234375
                }
            ]
        },
        {
            "id": 577,
            "seek": 342788,
            "start": 3459.03,
            "end": 3463.49,
            "text": " Of course, ATT&CK MITRE framework is our framework of choosing.",
            "tokens": [
                50364,
                2720,
                1164,
                11,
                8872,
                51,
                5,
                9419,
                13100,
                3850,
                8388,
                307,
                527,
                8388,
                295,
                10875,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2199260771915477,
            "compression_ratio": 1.5374449339207048,
            "no_speech_prob": 0.654296875,
            "words": [
                {
                    "start": 3459.03,
                    "end": 3459.35,
                    "word": " Of",
                    "probability": 0.65673828125
                },
                {
                    "start": 3459.35,
                    "end": 3459.63,
                    "word": " course",
                    "probability": 0.857421875
                },
                {
                    "start": 3459.63,
                    "end": 3460.19,
                    "word": ",",
                    "probability": 0.87109375
                },
                {
                    "start": 3460.19,
                    "end": 3460.55,
                    "word": " ATT",
                    "probability": 0.59716796875
                },
                {
                    "start": 3460.55,
                    "end": 3460.63,
                    "word": "&CK",
                    "probability": 0.986083984375
                },
                {
                    "start": 3460.63,
                    "end": 3461.03,
                    "word": " MITRE",
                    "probability": 0.74267578125
                },
                {
                    "start": 3461.03,
                    "end": 3461.39,
                    "word": " framework",
                    "probability": 0.394287109375
                },
                {
                    "start": 3461.39,
                    "end": 3461.79,
                    "word": " is",
                    "probability": 0.89697265625
                },
                {
                    "start": 3461.79,
                    "end": 3462.01,
                    "word": " our",
                    "probability": 0.82568359375
                },
                {
                    "start": 3462.01,
                    "end": 3462.37,
                    "word": " framework",
                    "probability": 0.77978515625
                },
                {
                    "start": 3462.37,
                    "end": 3462.57,
                    "word": " of",
                    "probability": 0.90185546875
                },
                {
                    "start": 3462.57,
                    "end": 3462.89,
                    "word": " choosing",
                    "probability": 0.77880859375
                },
                {
                    "start": 3462.89,
                    "end": 3463.49,
                    "word": ".",
                    "probability": 0.1895751953125
                }
            ]
        },
        {
            "id": 578,
            "seek": 342788,
            "start": 3463.49,
            "end": 3469.17,
            "text": " And PurpleSharp does integrate with the ATT&CK Navigator to visualize these techniques.",
            "tokens": [
                50564,
                400,
                28483,
                50,
                5854,
                79,
                775,
                13365,
                365,
                264,
                8872,
                51,
                5,
                9419,
                9219,
                28895,
                281,
                23273,
                613,
                7512,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2199260771915477,
            "compression_ratio": 1.5374449339207048,
            "no_speech_prob": 0.654296875,
            "words": [
                {
                    "start": 3463.49,
                    "end": 3463.55,
                    "word": " And",
                    "probability": 0.84619140625
                },
                {
                    "start": 3463.55,
                    "end": 3464.21,
                    "word": " PurpleSharp",
                    "probability": 0.7904052734375
                },
                {
                    "start": 3464.21,
                    "end": 3464.91,
                    "word": " does",
                    "probability": 0.890625
                },
                {
                    "start": 3464.91,
                    "end": 3465.37,
                    "word": " integrate",
                    "probability": 0.7080078125
                },
                {
                    "start": 3465.37,
                    "end": 3466.01,
                    "word": " with",
                    "probability": 0.81494140625
                },
                {
                    "start": 3466.01,
                    "end": 3466.33,
                    "word": " the",
                    "probability": 0.8154296875
                },
                {
                    "start": 3466.33,
                    "end": 3466.53,
                    "word": " ATT",
                    "probability": 0.912841796875
                },
                {
                    "start": 3466.53,
                    "end": 3466.65,
                    "word": "&CK",
                    "probability": 0.9990234375
                },
                {
                    "start": 3466.65,
                    "end": 3467.27,
                    "word": " Navigator",
                    "probability": 0.835693359375
                },
                {
                    "start": 3467.27,
                    "end": 3467.61,
                    "word": " to",
                    "probability": 0.88525390625
                },
                {
                    "start": 3467.61,
                    "end": 3467.99,
                    "word": " visualize",
                    "probability": 0.86669921875
                },
                {
                    "start": 3467.99,
                    "end": 3468.33,
                    "word": " these",
                    "probability": 0.6767578125
                },
                {
                    "start": 3468.33,
                    "end": 3468.73,
                    "word": " techniques",
                    "probability": 0.84375
                },
                {
                    "start": 3468.73,
                    "end": 3469.17,
                    "word": ".",
                    "probability": 0.978515625
                }
            ]
        },
        {
            "id": 579,
            "seek": 342788,
            "start": 3469.17,
            "end": 3478.71,
            "text": " So, with simply running just Navigator export, PurpleSharp will create a Navigator layer that you can open up and upload to the Navigator.",
            "tokens": [
                50864,
                407,
                11,
                365,
                2935,
                2614,
                445,
                9219,
                28895,
                10725,
                11,
                28483,
                50,
                5854,
                79,
                486,
                1884,
                257,
                9219,
                28895,
                4583,
                300,
                291,
                393,
                1269,
                493,
                293,
                6580,
                281,
                264,
                9219,
                28895,
                13,
                51314
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2199260771915477,
            "compression_ratio": 1.5374449339207048,
            "no_speech_prob": 0.654296875,
            "words": [
                {
                    "start": 3469.17,
                    "end": 3469.37,
                    "word": " So",
                    "probability": 0.900390625
                },
                {
                    "start": 3469.37,
                    "end": 3469.51,
                    "word": ",",
                    "probability": 0.1578369140625
                },
                {
                    "start": 3469.51,
                    "end": 3469.57,
                    "word": " with",
                    "probability": 0.4619140625
                },
                {
                    "start": 3469.57,
                    "end": 3469.89,
                    "word": " simply",
                    "probability": 0.86865234375
                },
                {
                    "start": 3469.89,
                    "end": 3470.27,
                    "word": " running",
                    "probability": 0.8837890625
                },
                {
                    "start": 3470.27,
                    "end": 3470.57,
                    "word": " just",
                    "probability": 0.8330078125
                },
                {
                    "start": 3470.57,
                    "end": 3471.13,
                    "word": " Navigator",
                    "probability": 0.780517578125
                },
                {
                    "start": 3471.13,
                    "end": 3471.79,
                    "word": " export",
                    "probability": 0.5009765625
                },
                {
                    "start": 3471.79,
                    "end": 3472.51,
                    "word": ",",
                    "probability": 0.9208984375
                },
                {
                    "start": 3472.51,
                    "end": 3472.75,
                    "word": " PurpleSharp",
                    "probability": 0.851318359375
                },
                {
                    "start": 3472.75,
                    "end": 3473.23,
                    "word": " will",
                    "probability": 0.72607421875
                },
                {
                    "start": 3473.23,
                    "end": 3473.59,
                    "word": " create",
                    "probability": 0.8671875
                },
                {
                    "start": 3473.85,
                    "end": 3474.81,
                    "word": " a Navigator",
                    "probability": 0.74365234375
                },
                {
                    "start": 3474.81,
                    "end": 3475.23,
                    "word": " layer",
                    "probability": 0.75537109375
                },
                {
                    "start": 3475.23,
                    "end": 3475.81,
                    "word": " that",
                    "probability": 0.81201171875
                },
                {
                    "start": 3475.81,
                    "end": 3475.95,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3475.95,
                    "end": 3476.11,
                    "word": " can",
                    "probability": 0.8984375
                },
                {
                    "start": 3476.11,
                    "end": 3476.35,
                    "word": " open",
                    "probability": 0.82275390625
                },
                {
                    "start": 3476.35,
                    "end": 3476.63,
                    "word": " up",
                    "probability": 0.90283203125
                },
                {
                    "start": 3476.63,
                    "end": 3476.81,
                    "word": " and",
                    "probability": 0.8779296875
                },
                {
                    "start": 3476.81,
                    "end": 3477.25,
                    "word": " upload",
                    "probability": 0.810546875
                },
                {
                    "start": 3477.25,
                    "end": 3477.49,
                    "word": " to",
                    "probability": 0.89990234375
                },
                {
                    "start": 3477.49,
                    "end": 3477.65,
                    "word": " the",
                    "probability": 0.7900390625
                },
                {
                    "start": 3477.65,
                    "end": 3478.09,
                    "word": " Navigator",
                    "probability": 0.9306640625
                },
                {
                    "start": 3478.09,
                    "end": 3478.71,
                    "word": ".",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 580,
            "seek": 342788,
            "start": 3478.71,
            "end": 3483.31,
            "text": " I'm going to fast forward here so that we make it on time.",
            "tokens": [
                51364,
                286,
                478,
                516,
                281,
                2370,
                2128,
                510,
                370,
                300,
                321,
                652,
                309,
                322,
                565,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2199260771915477,
            "compression_ratio": 1.5374449339207048,
            "no_speech_prob": 0.654296875,
            "words": [
                {
                    "start": 3478.71,
                    "end": 3479.37,
                    "word": " I'm",
                    "probability": 0.9951171875
                },
                {
                    "start": 3479.37,
                    "end": 3479.45,
                    "word": " going",
                    "probability": 0.57861328125
                },
                {
                    "start": 3479.45,
                    "end": 3479.57,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 3479.57,
                    "end": 3479.79,
                    "word": " fast",
                    "probability": 0.837890625
                },
                {
                    "start": 3479.79,
                    "end": 3480.01,
                    "word": " forward",
                    "probability": 0.62158203125
                },
                {
                    "start": 3480.01,
                    "end": 3480.45,
                    "word": " here",
                    "probability": 0.81201171875
                },
                {
                    "start": 3480.45,
                    "end": 3481.23,
                    "word": " so",
                    "probability": 0.68505859375
                },
                {
                    "start": 3481.23,
                    "end": 3481.59,
                    "word": " that",
                    "probability": 0.87451171875
                },
                {
                    "start": 3481.59,
                    "end": 3482.19,
                    "word": " we",
                    "probability": 0.900390625
                },
                {
                    "start": 3482.19,
                    "end": 3482.41,
                    "word": " make",
                    "probability": 0.8623046875
                },
                {
                    "start": 3482.41,
                    "end": 3482.51,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 3482.51,
                    "end": 3482.63,
                    "word": " on",
                    "probability": 0.7509765625
                },
                {
                    "start": 3482.63,
                    "end": 3482.95,
                    "word": " time",
                    "probability": 0.7958984375
                },
                {
                    "start": 3482.95,
                    "end": 3483.31,
                    "word": ".",
                    "probability": 0.93505859375
                }
            ]
        },
        {
            "id": 581,
            "seek": 344944,
            "start": 3483.31,
            "end": 3489.47,
            "text": " Just upload that and you'll see visually all the techniques that PurpleSharp supports.",
            "tokens": [
                50364,
                1449,
                6580,
                300,
                293,
                291,
                603,
                536,
                19622,
                439,
                264,
                7512,
                300,
                28483,
                50,
                5854,
                79,
                9346,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20622519604743472,
            "compression_ratio": 1.5191256830601092,
            "no_speech_prob": 0.348388671875,
            "words": [
                {
                    "start": 3483.31,
                    "end": 3483.81,
                    "word": " Just",
                    "probability": 0.34375
                },
                {
                    "start": 3483.81,
                    "end": 3484.21,
                    "word": " upload",
                    "probability": 0.83349609375
                },
                {
                    "start": 3484.21,
                    "end": 3484.51,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 3484.51,
                    "end": 3484.73,
                    "word": " and",
                    "probability": 0.83837890625
                },
                {
                    "start": 3484.73,
                    "end": 3484.99,
                    "word": " you'll",
                    "probability": 0.92138671875
                },
                {
                    "start": 3484.99,
                    "end": 3485.23,
                    "word": " see",
                    "probability": 0.79248046875
                },
                {
                    "start": 3485.23,
                    "end": 3485.77,
                    "word": " visually",
                    "probability": 0.78076171875
                },
                {
                    "start": 3485.77,
                    "end": 3486.59,
                    "word": " all",
                    "probability": 0.85693359375
                },
                {
                    "start": 3486.59,
                    "end": 3486.73,
                    "word": " the",
                    "probability": 0.8193359375
                },
                {
                    "start": 3486.73,
                    "end": 3487.15,
                    "word": " techniques",
                    "probability": 0.85400390625
                },
                {
                    "start": 3487.15,
                    "end": 3487.51,
                    "word": " that",
                    "probability": 0.84521484375
                },
                {
                    "start": 3487.51,
                    "end": 3488.39,
                    "word": " PurpleSharp",
                    "probability": 0.59521484375
                },
                {
                    "start": 3488.39,
                    "end": 3489.03,
                    "word": " supports",
                    "probability": 0.7880859375
                },
                {
                    "start": 3489.03,
                    "end": 3489.47,
                    "word": ".",
                    "probability": 0.4013671875
                }
            ]
        },
        {
            "id": 582,
            "seek": 344944,
            "start": 3490.09,
            "end": 3498.51,
            "text": " So, you can use it to pick the techniques that maybe you want to simulate on your automated adversary simulation exercise.",
            "tokens": [
                50714,
                407,
                11,
                291,
                393,
                764,
                309,
                281,
                1888,
                264,
                7512,
                300,
                1310,
                291,
                528,
                281,
                27817,
                322,
                428,
                18473,
                48222,
                16575,
                5380,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20622519604743472,
            "compression_ratio": 1.5191256830601092,
            "no_speech_prob": 0.348388671875,
            "words": [
                {
                    "start": 3490.09,
                    "end": 3490.67,
                    "word": " So",
                    "probability": 0.86083984375
                },
                {
                    "start": 3490.67,
                    "end": 3490.75,
                    "word": ",",
                    "probability": 0.203857421875
                },
                {
                    "start": 3490.75,
                    "end": 3490.83,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3490.83,
                    "end": 3491.01,
                    "word": " can",
                    "probability": 0.8984375
                },
                {
                    "start": 3491.01,
                    "end": 3491.29,
                    "word": " use",
                    "probability": 0.82470703125
                },
                {
                    "start": 3491.29,
                    "end": 3491.45,
                    "word": " it",
                    "probability": 0.900390625
                },
                {
                    "start": 3491.45,
                    "end": 3491.63,
                    "word": " to",
                    "probability": 0.8994140625
                },
                {
                    "start": 3491.63,
                    "end": 3491.79,
                    "word": " pick",
                    "probability": 0.8046875
                },
                {
                    "start": 3491.79,
                    "end": 3491.95,
                    "word": " the",
                    "probability": 0.8017578125
                },
                {
                    "start": 3491.95,
                    "end": 3492.29,
                    "word": " techniques",
                    "probability": 0.81787109375
                },
                {
                    "start": 3492.29,
                    "end": 3492.49,
                    "word": " that",
                    "probability": 0.8720703125
                },
                {
                    "start": 3492.49,
                    "end": 3492.71,
                    "word": " maybe",
                    "probability": 0.84130859375
                },
                {
                    "start": 3492.71,
                    "end": 3492.87,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3492.87,
                    "end": 3492.99,
                    "word": " want",
                    "probability": 0.55615234375
                },
                {
                    "start": 3492.99,
                    "end": 3493.11,
                    "word": " to",
                    "probability": 0.8984375
                },
                {
                    "start": 3493.11,
                    "end": 3493.45,
                    "word": " simulate",
                    "probability": 0.90869140625
                },
                {
                    "start": 3493.45,
                    "end": 3493.77,
                    "word": " on",
                    "probability": 0.89990234375
                },
                {
                    "start": 3493.77,
                    "end": 3494.03,
                    "word": " your",
                    "probability": 0.814453125
                },
                {
                    "start": 3494.03,
                    "end": 3494.45,
                    "word": " automated",
                    "probability": 0.87353515625
                },
                {
                    "start": 3494.45,
                    "end": 3495.47,
                    "word": " adversary",
                    "probability": 0.38525390625
                },
                {
                    "start": 3495.47,
                    "end": 3496.29,
                    "word": " simulation",
                    "probability": 0.90576171875
                },
                {
                    "start": 3496.29,
                    "end": 3497.93,
                    "word": " exercise",
                    "probability": 0.84716796875
                },
                {
                    "start": 3497.93,
                    "end": 3498.51,
                    "word": ".",
                    "probability": 0.93212890625
                }
            ]
        },
        {
            "id": 583,
            "seek": 344944,
            "start": 3498.93,
            "end": 3504.87,
            "text": " And in a similar way, I actually support importing Navigator layers.",
            "tokens": [
                51114,
                400,
                294,
                257,
                2531,
                636,
                11,
                286,
                767,
                1406,
                43866,
                9219,
                28895,
                7914,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20622519604743472,
            "compression_ratio": 1.5191256830601092,
            "no_speech_prob": 0.348388671875,
            "words": [
                {
                    "start": 3498.93,
                    "end": 3499.21,
                    "word": " And",
                    "probability": 0.75
                },
                {
                    "start": 3499.21,
                    "end": 3500.03,
                    "word": " in",
                    "probability": 0.7177734375
                },
                {
                    "start": 3500.15,
                    "end": 3500.37,
                    "word": " a similar",
                    "probability": 0.93017578125
                },
                {
                    "start": 3500.37,
                    "end": 3500.81,
                    "word": " way",
                    "probability": 0.89501953125
                },
                {
                    "start": 3500.81,
                    "end": 3501.07,
                    "word": ",",
                    "probability": 0.927734375
                },
                {
                    "start": 3501.07,
                    "end": 3501.25,
                    "word": " I",
                    "probability": 0.98583984375
                },
                {
                    "start": 3501.25,
                    "end": 3501.53,
                    "word": " actually",
                    "probability": 0.79296875
                },
                {
                    "start": 3501.53,
                    "end": 3502.13,
                    "word": " support",
                    "probability": 0.94091796875
                },
                {
                    "start": 3502.13,
                    "end": 3503.27,
                    "word": " importing",
                    "probability": 0.81396484375
                },
                {
                    "start": 3503.27,
                    "end": 3504.29,
                    "word": " Navigator",
                    "probability": 0.55322265625
                },
                {
                    "start": 3504.29,
                    "end": 3504.69,
                    "word": " layers",
                    "probability": 0.7412109375
                },
                {
                    "start": 3504.69,
                    "end": 3504.87,
                    "word": ".",
                    "probability": 0.96484375
                }
            ]
        },
        {
            "id": 584,
            "seek": 347576,
            "start": 3504.87,
            "end": 3510.85,
            "text": " So, in this case, I'm going to get a layer for APT, I think, 29.",
            "tokens": [
                50364,
                407,
                11,
                294,
                341,
                1389,
                11,
                286,
                478,
                516,
                281,
                483,
                257,
                4583,
                337,
                5372,
                51,
                11,
                286,
                519,
                11,
                9413,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3504.87,
                    "end": 3504.99,
                    "word": " So",
                    "probability": 0.57275390625
                },
                {
                    "start": 3504.99,
                    "end": 3505.07,
                    "word": ",",
                    "probability": 0.396240234375
                },
                {
                    "start": 3505.07,
                    "end": 3505.13,
                    "word": " in",
                    "probability": 0.9013671875
                },
                {
                    "start": 3505.13,
                    "end": 3505.33,
                    "word": " this",
                    "probability": 0.8837890625
                },
                {
                    "start": 3505.33,
                    "end": 3505.63,
                    "word": " case",
                    "probability": 0.8134765625
                },
                {
                    "start": 3505.63,
                    "end": 3505.97,
                    "word": ",",
                    "probability": 0.916015625
                },
                {
                    "start": 3505.97,
                    "end": 3506.19,
                    "word": " I'm",
                    "probability": 0.99365234375
                },
                {
                    "start": 3506.19,
                    "end": 3506.31,
                    "word": " going",
                    "probability": 0.50341796875
                },
                {
                    "start": 3506.31,
                    "end": 3506.85,
                    "word": " to",
                    "probability": 0.8974609375
                },
                {
                    "start": 3506.85,
                    "end": 3507.51,
                    "word": " get",
                    "probability": 0.87548828125
                },
                {
                    "start": 3507.63,
                    "end": 3507.91,
                    "word": " a layer",
                    "probability": 0.75
                },
                {
                    "start": 3507.91,
                    "end": 3508.35,
                    "word": " for",
                    "probability": 0.8974609375
                },
                {
                    "start": 3508.35,
                    "end": 3509.03,
                    "word": " APT",
                    "probability": 0.822998046875
                },
                {
                    "start": 3509.03,
                    "end": 3509.25,
                    "word": ",",
                    "probability": 0.452392578125
                },
                {
                    "start": 3509.25,
                    "end": 3509.41,
                    "word": " I",
                    "probability": 0.98681640625
                },
                {
                    "start": 3509.41,
                    "end": 3509.57,
                    "word": " think",
                    "probability": 0.8017578125
                },
                {
                    "start": 3509.57,
                    "end": 3509.69,
                    "word": ",",
                    "probability": 0.39501953125
                },
                {
                    "start": 3509.69,
                    "end": 3510.45,
                    "word": " 29",
                    "probability": 0.81103515625
                },
                {
                    "start": 3510.45,
                    "end": 3510.85,
                    "word": ".",
                    "probability": 0.701171875
                }
            ]
        },
        {
            "id": 585,
            "seek": 347576,
            "start": 3512.05,
            "end": 3513.11,
            "text": " Oh, sorry, FIN7.",
            "tokens": [
                50714,
                876,
                11,
                2597,
                11,
                43022,
                22,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3512.05,
                    "end": 3512.17,
                    "word": " Oh",
                    "probability": 0.410888671875
                },
                {
                    "start": 3512.17,
                    "end": 3512.27,
                    "word": ",",
                    "probability": 0.91748046875
                },
                {
                    "start": 3512.27,
                    "end": 3512.45,
                    "word": " sorry",
                    "probability": 0.6982421875
                },
                {
                    "start": 3512.45,
                    "end": 3512.57,
                    "word": ",",
                    "probability": 0.7412109375
                },
                {
                    "start": 3512.57,
                    "end": 3512.97,
                    "word": " FIN7",
                    "probability": 0.4013671875
                },
                {
                    "start": 3512.97,
                    "end": 3513.11,
                    "word": ".",
                    "probability": 0.77197265625
                }
            ]
        },
        {
            "id": 586,
            "seek": 347576,
            "start": 3513.11,
            "end": 3514.49,
            "text": " Yeah, I picked FIN7.",
            "tokens": [
                50764,
                865,
                11,
                286,
                6183,
                43022,
                22,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3513.11,
                    "end": 3513.23,
                    "word": " Yeah",
                    "probability": 0.79638671875
                },
                {
                    "start": 3513.23,
                    "end": 3513.27,
                    "word": ",",
                    "probability": 0.8857421875
                },
                {
                    "start": 3513.27,
                    "end": 3513.39,
                    "word": " I",
                    "probability": 0.99267578125
                },
                {
                    "start": 3513.39,
                    "end": 3513.55,
                    "word": " picked",
                    "probability": 0.450927734375
                },
                {
                    "start": 3513.55,
                    "end": 3514.09,
                    "word": " FIN7",
                    "probability": 0.956787109375
                },
                {
                    "start": 3514.09,
                    "end": 3514.49,
                    "word": ".",
                    "probability": 0.77783203125
                }
            ]
        },
        {
            "id": 587,
            "seek": 347576,
            "start": 3515.97,
            "end": 3519.69,
            "text": " On Navigator, I export that layer to a JSON file.",
            "tokens": [
                50864,
                1282,
                9219,
                28895,
                11,
                286,
                10725,
                300,
                4583,
                281,
                257,
                31828,
                3991,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3515.97,
                    "end": 3516.37,
                    "word": " On",
                    "probability": 0.91064453125
                },
                {
                    "start": 3516.37,
                    "end": 3516.77,
                    "word": " Navigator",
                    "probability": 0.726318359375
                },
                {
                    "start": 3516.77,
                    "end": 3516.93,
                    "word": ",",
                    "probability": 0.94091796875
                },
                {
                    "start": 3516.93,
                    "end": 3517.03,
                    "word": " I",
                    "probability": 0.99609375
                },
                {
                    "start": 3517.03,
                    "end": 3517.53,
                    "word": " export",
                    "probability": 0.66943359375
                },
                {
                    "start": 3517.53,
                    "end": 3517.81,
                    "word": " that",
                    "probability": 0.880859375
                },
                {
                    "start": 3517.81,
                    "end": 3518.15,
                    "word": " layer",
                    "probability": 0.80126953125
                },
                {
                    "start": 3518.15,
                    "end": 3518.51,
                    "word": " to",
                    "probability": 0.896484375
                },
                {
                    "start": 3518.65,
                    "end": 3518.89,
                    "word": " a JSON",
                    "probability": 0.76220703125
                },
                {
                    "start": 3518.89,
                    "end": 3519.29,
                    "word": " file",
                    "probability": 0.8076171875
                },
                {
                    "start": 3519.29,
                    "end": 3519.69,
                    "word": ".",
                    "probability": 0.93017578125
                }
            ]
        },
        {
            "id": 588,
            "seek": 347576,
            "start": 3520.89,
            "end": 3522.93,
            "text": " So, I'm going to fast forward here.",
            "tokens": [
                51164,
                407,
                11,
                286,
                478,
                516,
                281,
                2370,
                2128,
                510,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3520.89,
                    "end": 3521.05,
                    "word": " So",
                    "probability": 0.8759765625
                },
                {
                    "start": 3521.05,
                    "end": 3521.11,
                    "word": ",",
                    "probability": 0.86279296875
                },
                {
                    "start": 3521.11,
                    "end": 3521.17,
                    "word": " I'm",
                    "probability": 0.998779296875
                },
                {
                    "start": 3521.17,
                    "end": 3521.27,
                    "word": " going",
                    "probability": 0.85205078125
                },
                {
                    "start": 3521.27,
                    "end": 3521.43,
                    "word": " to",
                    "probability": 0.90283203125
                },
                {
                    "start": 3521.43,
                    "end": 3521.73,
                    "word": " fast",
                    "probability": 0.82275390625
                },
                {
                    "start": 3521.73,
                    "end": 3521.99,
                    "word": " forward",
                    "probability": 0.56494140625
                },
                {
                    "start": 3521.99,
                    "end": 3522.53,
                    "word": " here",
                    "probability": 0.787109375
                },
                {
                    "start": 3522.53,
                    "end": 3522.93,
                    "word": ".",
                    "probability": 0.4296875
                }
            ]
        },
        {
            "id": 589,
            "seek": 347576,
            "start": 3523.55,
            "end": 3527.07,
            "text": " And then I move it to the folder where PurpleSharp is.",
            "tokens": [
                51264,
                400,
                550,
                286,
                1286,
                309,
                281,
                264,
                10820,
                689,
                28483,
                50,
                5854,
                79,
                307,
                13,
                51464
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3523.55,
                    "end": 3523.73,
                    "word": " And",
                    "probability": 0.87548828125
                },
                {
                    "start": 3523.73,
                    "end": 3523.87,
                    "word": " then",
                    "probability": 0.72802734375
                },
                {
                    "start": 3523.87,
                    "end": 3524.01,
                    "word": " I",
                    "probability": 0.8427734375
                },
                {
                    "start": 3524.01,
                    "end": 3524.27,
                    "word": " move",
                    "probability": 0.8515625
                },
                {
                    "start": 3524.27,
                    "end": 3524.43,
                    "word": " it",
                    "probability": 0.87744140625
                },
                {
                    "start": 3524.43,
                    "end": 3524.73,
                    "word": " to",
                    "probability": 0.89404296875
                },
                {
                    "start": 3524.73,
                    "end": 3525.39,
                    "word": " the",
                    "probability": 0.8134765625
                },
                {
                    "start": 3525.39,
                    "end": 3525.87,
                    "word": " folder",
                    "probability": 0.794921875
                },
                {
                    "start": 3525.87,
                    "end": 3526.21,
                    "word": " where",
                    "probability": 0.88623046875
                },
                {
                    "start": 3526.21,
                    "end": 3526.79,
                    "word": " PurpleSharp",
                    "probability": 0.71441650390625
                },
                {
                    "start": 3526.79,
                    "end": 3527.01,
                    "word": " is",
                    "probability": 0.9033203125
                },
                {
                    "start": 3527.01,
                    "end": 3527.07,
                    "word": ".",
                    "probability": 0.908203125
                }
            ]
        },
        {
            "id": 590,
            "seek": 347576,
            "start": 3527.07,
            "end": 3531.19,
            "text": " And now, in this case, I'm just going to import that Navigator layer.",
            "tokens": [
                51464,
                400,
                586,
                11,
                294,
                341,
                1389,
                11,
                286,
                478,
                445,
                516,
                281,
                974,
                300,
                9219,
                28895,
                4583,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1997974501163871,
            "compression_ratio": 1.565,
            "no_speech_prob": 0.06951904296875,
            "words": [
                {
                    "start": 3527.07,
                    "end": 3527.17,
                    "word": " And",
                    "probability": 0.77783203125
                },
                {
                    "start": 3527.17,
                    "end": 3527.33,
                    "word": " now",
                    "probability": 0.85791015625
                },
                {
                    "start": 3527.33,
                    "end": 3527.43,
                    "word": ",",
                    "probability": 0.6904296875
                },
                {
                    "start": 3527.43,
                    "end": 3527.53,
                    "word": " in",
                    "probability": 0.90771484375
                },
                {
                    "start": 3527.53,
                    "end": 3527.69,
                    "word": " this",
                    "probability": 0.8798828125
                },
                {
                    "start": 3527.69,
                    "end": 3527.85,
                    "word": " case",
                    "probability": 0.80908203125
                },
                {
                    "start": 3527.85,
                    "end": 3527.87,
                    "word": ",",
                    "probability": 0.98095703125
                },
                {
                    "start": 3527.87,
                    "end": 3527.99,
                    "word": " I'm",
                    "probability": 0.999267578125
                },
                {
                    "start": 3527.99,
                    "end": 3528.17,
                    "word": " just",
                    "probability": 0.869140625
                },
                {
                    "start": 3528.17,
                    "end": 3528.29,
                    "word": " going",
                    "probability": 0.85400390625
                },
                {
                    "start": 3528.29,
                    "end": 3528.51,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 3528.51,
                    "end": 3529.03,
                    "word": " import",
                    "probability": 0.77783203125
                },
                {
                    "start": 3529.03,
                    "end": 3529.83,
                    "word": " that",
                    "probability": 0.89013671875
                },
                {
                    "start": 3529.83,
                    "end": 3530.37,
                    "word": " Navigator",
                    "probability": 0.9267578125
                },
                {
                    "start": 3530.37,
                    "end": 3530.79,
                    "word": " layer",
                    "probability": 0.7734375
                },
                {
                    "start": 3530.79,
                    "end": 3531.19,
                    "word": ".",
                    "probability": 0.7724609375
                }
            ]
        },
        {
            "id": 591,
            "seek": 350292,
            "start": 3531.19,
            "end": 3535.67,
            "text": " And PurpleSharp will analyze the techniques that it does support and it doesn't support.",
            "tokens": [
                50364,
                400,
                28483,
                50,
                5854,
                79,
                486,
                12477,
                264,
                7512,
                300,
                309,
                775,
                1406,
                293,
                309,
                1177,
                380,
                1406,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3531.19,
                    "end": 3531.85,
                    "word": " And",
                    "probability": 0.69970703125
                },
                {
                    "start": 3531.85,
                    "end": 3532.23,
                    "word": " PurpleSharp",
                    "probability": 0.521026611328125
                },
                {
                    "start": 3532.23,
                    "end": 3532.51,
                    "word": " will",
                    "probability": 0.78662109375
                },
                {
                    "start": 3532.51,
                    "end": 3533.05,
                    "word": " analyze",
                    "probability": 0.67822265625
                },
                {
                    "start": 3533.05,
                    "end": 3533.31,
                    "word": " the",
                    "probability": 0.8076171875
                },
                {
                    "start": 3533.31,
                    "end": 3533.63,
                    "word": " techniques",
                    "probability": 0.638671875
                },
                {
                    "start": 3533.63,
                    "end": 3533.79,
                    "word": " that",
                    "probability": 0.8740234375
                },
                {
                    "start": 3533.79,
                    "end": 3533.91,
                    "word": " it",
                    "probability": 0.89453125
                },
                {
                    "start": 3533.91,
                    "end": 3534.11,
                    "word": " does",
                    "probability": 0.92919921875
                },
                {
                    "start": 3534.11,
                    "end": 3534.43,
                    "word": " support",
                    "probability": 0.9033203125
                },
                {
                    "start": 3534.43,
                    "end": 3534.57,
                    "word": " and",
                    "probability": 0.76318359375
                },
                {
                    "start": 3534.57,
                    "end": 3534.71,
                    "word": " it",
                    "probability": 0.86865234375
                },
                {
                    "start": 3534.71,
                    "end": 3534.99,
                    "word": " doesn't",
                    "probability": 0.93505859375
                },
                {
                    "start": 3534.99,
                    "end": 3535.43,
                    "word": " support",
                    "probability": 0.92822265625
                },
                {
                    "start": 3535.43,
                    "end": 3535.67,
                    "word": ".",
                    "probability": 0.31787109375
                }
            ]
        },
        {
            "id": 592,
            "seek": 350292,
            "start": 3535.67,
            "end": 3537.85,
            "text": " So, it will let you know.",
            "tokens": [
                50564,
                407,
                11,
                309,
                486,
                718,
                291,
                458,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3535.67,
                    "end": 3535.87,
                    "word": " So",
                    "probability": 0.85009765625
                },
                {
                    "start": 3535.87,
                    "end": 3536.13,
                    "word": ",",
                    "probability": 0.1544189453125
                },
                {
                    "start": 3536.13,
                    "end": 3536.61,
                    "word": " it",
                    "probability": 0.89501953125
                },
                {
                    "start": 3536.61,
                    "end": 3536.77,
                    "word": " will",
                    "probability": 0.763671875
                },
                {
                    "start": 3536.77,
                    "end": 3537.03,
                    "word": " let",
                    "probability": 0.87841796875
                },
                {
                    "start": 3537.03,
                    "end": 3537.17,
                    "word": " you",
                    "probability": 0.8974609375
                },
                {
                    "start": 3537.17,
                    "end": 3537.45,
                    "word": " know",
                    "probability": 0.81787109375
                },
                {
                    "start": 3537.45,
                    "end": 3537.85,
                    "word": ".",
                    "probability": 0.736328125
                }
            ]
        },
        {
            "id": 593,
            "seek": 350292,
            "start": 3537.85,
            "end": 3542.97,
            "text": " But then it finally creates, in this case, it supports 17 techniques out of 29.",
            "tokens": [
                50664,
                583,
                550,
                309,
                2721,
                7829,
                11,
                294,
                341,
                1389,
                11,
                309,
                9346,
                3282,
                7512,
                484,
                295,
                9413,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3537.85,
                    "end": 3537.95,
                    "word": " But",
                    "probability": 0.86474609375
                },
                {
                    "start": 3537.95,
                    "end": 3538.09,
                    "word": " then",
                    "probability": 0.716796875
                },
                {
                    "start": 3538.09,
                    "end": 3538.23,
                    "word": " it",
                    "probability": 0.693359375
                },
                {
                    "start": 3538.23,
                    "end": 3538.47,
                    "word": " finally",
                    "probability": 0.79150390625
                },
                {
                    "start": 3538.47,
                    "end": 3538.97,
                    "word": " creates",
                    "probability": 0.78076171875
                },
                {
                    "start": 3538.97,
                    "end": 3539.29,
                    "word": ",",
                    "probability": 0.69580078125
                },
                {
                    "start": 3539.29,
                    "end": 3539.43,
                    "word": " in",
                    "probability": 0.90478515625
                },
                {
                    "start": 3539.43,
                    "end": 3539.61,
                    "word": " this",
                    "probability": 0.880859375
                },
                {
                    "start": 3539.61,
                    "end": 3539.83,
                    "word": " case",
                    "probability": 0.8193359375
                },
                {
                    "start": 3539.83,
                    "end": 3539.87,
                    "word": ",",
                    "probability": 0.67431640625
                },
                {
                    "start": 3539.87,
                    "end": 3539.95,
                    "word": " it",
                    "probability": 0.90283203125
                },
                {
                    "start": 3539.95,
                    "end": 3540.19,
                    "word": " supports",
                    "probability": 0.7587890625
                },
                {
                    "start": 3540.19,
                    "end": 3540.67,
                    "word": " 17",
                    "probability": 0.88720703125
                },
                {
                    "start": 3540.67,
                    "end": 3541.31,
                    "word": " techniques",
                    "probability": 0.84423828125
                },
                {
                    "start": 3541.31,
                    "end": 3541.99,
                    "word": " out",
                    "probability": 0.76318359375
                },
                {
                    "start": 3541.99,
                    "end": 3542.11,
                    "word": " of",
                    "probability": 0.90673828125
                },
                {
                    "start": 3542.11,
                    "end": 3542.57,
                    "word": " 29",
                    "probability": 0.89990234375
                },
                {
                    "start": 3542.57,
                    "end": 3542.97,
                    "word": ".",
                    "probability": 0.625
                }
            ]
        },
        {
            "id": 594,
            "seek": 350292,
            "start": 3542.97,
            "end": 3548.81,
            "text": " And it's going to create a JSON playbook like the one Olaf just run on demo number two.",
            "tokens": [
                50964,
                400,
                309,
                311,
                516,
                281,
                1884,
                257,
                31828,
                862,
                2939,
                411,
                264,
                472,
                48961,
                445,
                1190,
                322,
                10723,
                1230,
                732,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3542.97,
                    "end": 3543.35,
                    "word": " And",
                    "probability": 0.896484375
                },
                {
                    "start": 3543.35,
                    "end": 3543.55,
                    "word": " it's",
                    "probability": 0.94775390625
                },
                {
                    "start": 3543.55,
                    "end": 3543.63,
                    "word": " going",
                    "probability": 0.37060546875
                },
                {
                    "start": 3543.63,
                    "end": 3543.75,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 3543.75,
                    "end": 3544.11,
                    "word": " create",
                    "probability": 0.837890625
                },
                {
                    "start": 3544.33,
                    "end": 3544.57,
                    "word": " a JSON",
                    "probability": 0.82421875
                },
                {
                    "start": 3544.57,
                    "end": 3545.05,
                    "word": " playbook",
                    "probability": 0.766845703125
                },
                {
                    "start": 3545.05,
                    "end": 3545.49,
                    "word": " like",
                    "probability": 0.5263671875
                },
                {
                    "start": 3545.49,
                    "end": 3545.73,
                    "word": " the",
                    "probability": 0.81982421875
                },
                {
                    "start": 3545.73,
                    "end": 3546.09,
                    "word": " one",
                    "probability": 0.82568359375
                },
                {
                    "start": 3546.09,
                    "end": 3546.61,
                    "word": " Olaf",
                    "probability": 0.60986328125
                },
                {
                    "start": 3546.61,
                    "end": 3546.85,
                    "word": " just",
                    "probability": 0.7919921875
                },
                {
                    "start": 3546.85,
                    "end": 3547.23,
                    "word": " run",
                    "probability": 0.6884765625
                },
                {
                    "start": 3547.23,
                    "end": 3547.51,
                    "word": " on",
                    "probability": 0.8955078125
                },
                {
                    "start": 3547.51,
                    "end": 3547.73,
                    "word": " demo",
                    "probability": 0.634765625
                },
                {
                    "start": 3547.73,
                    "end": 3547.97,
                    "word": " number",
                    "probability": 0.8583984375
                },
                {
                    "start": 3547.97,
                    "end": 3548.33,
                    "word": " two",
                    "probability": 0.759765625
                },
                {
                    "start": 3548.33,
                    "end": 3548.81,
                    "word": ".",
                    "probability": 0.94775390625
                }
            ]
        },
        {
            "id": 595,
            "seek": 350292,
            "start": 3548.81,
            "end": 3554.63,
            "text": " And now you have a simulation playbook for FIN7 that you can run on your remote endpoints, right?",
            "tokens": [
                51214,
                400,
                586,
                291,
                362,
                257,
                16575,
                862,
                2939,
                337,
                43022,
                22,
                300,
                291,
                393,
                1190,
                322,
                428,
                8607,
                917,
                20552,
                11,
                558,
                30,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3548.81,
                    "end": 3548.97,
                    "word": " And",
                    "probability": 0.890625
                },
                {
                    "start": 3548.97,
                    "end": 3549.09,
                    "word": " now",
                    "probability": 0.88623046875
                },
                {
                    "start": 3549.09,
                    "end": 3549.23,
                    "word": " you",
                    "probability": 0.59326171875
                },
                {
                    "start": 3549.23,
                    "end": 3549.55,
                    "word": " have",
                    "probability": 0.87646484375
                },
                {
                    "start": 3549.79,
                    "end": 3550.13,
                    "word": " a simulation",
                    "probability": 0.93408203125
                },
                {
                    "start": 3550.13,
                    "end": 3550.75,
                    "word": " playbook",
                    "probability": 0.90625
                },
                {
                    "start": 3550.75,
                    "end": 3551.23,
                    "word": " for",
                    "probability": 0.89208984375
                },
                {
                    "start": 3551.23,
                    "end": 3551.79,
                    "word": " FIN7",
                    "probability": 0.44671630859375
                },
                {
                    "start": 3551.79,
                    "end": 3552.27,
                    "word": " that",
                    "probability": 0.7880859375
                },
                {
                    "start": 3552.27,
                    "end": 3552.41,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3552.41,
                    "end": 3552.57,
                    "word": " can",
                    "probability": 0.90234375
                },
                {
                    "start": 3552.57,
                    "end": 3552.81,
                    "word": " run",
                    "probability": 0.912109375
                },
                {
                    "start": 3552.81,
                    "end": 3552.97,
                    "word": " on",
                    "probability": 0.90283203125
                },
                {
                    "start": 3552.97,
                    "end": 3553.13,
                    "word": " your",
                    "probability": 0.80419921875
                },
                {
                    "start": 3553.13,
                    "end": 3553.39,
                    "word": " remote",
                    "probability": 0.84423828125
                },
                {
                    "start": 3553.39,
                    "end": 3554.03,
                    "word": " endpoints",
                    "probability": 0.702880859375
                },
                {
                    "start": 3554.03,
                    "end": 3554.25,
                    "word": ",",
                    "probability": 0.49658203125
                },
                {
                    "start": 3554.25,
                    "end": 3554.41,
                    "word": " right",
                    "probability": 0.8291015625
                },
                {
                    "start": 3554.41,
                    "end": 3554.63,
                    "word": "?",
                    "probability": 0.904296875
                }
            ]
        },
        {
            "id": 596,
            "seek": 350292,
            "start": 3554.63,
            "end": 3556.61,
            "text": " So, pretty cool.",
            "tokens": [
                51514,
                407,
                11,
                1238,
                1627,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3554.63,
                    "end": 3554.85,
                    "word": " So",
                    "probability": 0.912109375
                },
                {
                    "start": 3554.85,
                    "end": 3555.03,
                    "word": ",",
                    "probability": 0.68701171875
                },
                {
                    "start": 3555.03,
                    "end": 3555.75,
                    "word": " pretty",
                    "probability": 0.802734375
                },
                {
                    "start": 3555.75,
                    "end": 3556.09,
                    "word": " cool",
                    "probability": 0.87890625
                },
                {
                    "start": 3556.09,
                    "end": 3556.61,
                    "word": ".",
                    "probability": 0.56884765625
                }
            ]
        },
        {
            "id": 597,
            "seek": 350292,
            "start": 3557.31,
            "end": 3558.35,
            "text": " There.",
            "tokens": [
                51664,
                821,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20382253945405995,
            "compression_ratio": 1.5598455598455598,
            "no_speech_prob": 0.0064849853515625,
            "words": [
                {
                    "start": 3557.31,
                    "end": 3557.83,
                    "word": " There",
                    "probability": 0.736328125
                },
                {
                    "start": 3557.83,
                    "end": 3558.35,
                    "word": ".",
                    "probability": 0.90576171875
                }
            ]
        },
        {
            "id": 598,
            "seek": 352964,
            "start": 3560.9,
            "end": 3562.72,
            "text": " Okay, so...",
            "tokens": [
                50414,
                1033,
                11,
                370,
                485,
                50514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3560.9,
                    "end": 3561.38,
                    "word": " Okay",
                    "probability": 0.36181640625
                },
                {
                    "start": 3561.38,
                    "end": 3561.7,
                    "word": ",",
                    "probability": 0.53662109375
                },
                {
                    "start": 3561.7,
                    "end": 3562.72,
                    "word": " so...",
                    "probability": 0.472412109375
                }
            ]
        },
        {
            "id": 599,
            "seek": 352964,
            "start": 3565.2,
            "end": 3567.94,
            "text": " Yeah, I think we only have one minute left, Marcia.",
            "tokens": [
                50564,
                865,
                11,
                286,
                519,
                321,
                787,
                362,
                472,
                3456,
                1411,
                11,
                2039,
                2755,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3565.2,
                    "end": 3565.68,
                    "word": " Yeah",
                    "probability": 0.63916015625
                },
                {
                    "start": 3565.68,
                    "end": 3565.74,
                    "word": ",",
                    "probability": 0.85546875
                },
                {
                    "start": 3565.74,
                    "end": 3565.92,
                    "word": " I",
                    "probability": 0.99609375
                },
                {
                    "start": 3565.92,
                    "end": 3566.1,
                    "word": " think",
                    "probability": 0.8212890625
                },
                {
                    "start": 3566.1,
                    "end": 3566.28,
                    "word": " we",
                    "probability": 0.8994140625
                },
                {
                    "start": 3566.28,
                    "end": 3566.42,
                    "word": " only",
                    "probability": 0.84033203125
                },
                {
                    "start": 3566.42,
                    "end": 3566.58,
                    "word": " have",
                    "probability": 0.88330078125
                },
                {
                    "start": 3566.58,
                    "end": 3566.8,
                    "word": " one",
                    "probability": 0.81005859375
                },
                {
                    "start": 3566.8,
                    "end": 3567.0,
                    "word": " minute",
                    "probability": 0.88720703125
                },
                {
                    "start": 3567.0,
                    "end": 3567.38,
                    "word": " left",
                    "probability": 0.84716796875
                },
                {
                    "start": 3567.38,
                    "end": 3567.6,
                    "word": ",",
                    "probability": 0.6162109375
                },
                {
                    "start": 3567.6,
                    "end": 3567.84,
                    "word": " Marcia",
                    "probability": 0.419677734375
                },
                {
                    "start": 3567.84,
                    "end": 3567.94,
                    "word": ".",
                    "probability": 0.29345703125
                }
            ]
        },
        {
            "id": 600,
            "seek": 352964,
            "start": 3567.94,
            "end": 3571.6,
            "text": " So, we have to publish this just online, I guess.",
            "tokens": [
                50714,
                407,
                11,
                321,
                362,
                281,
                11374,
                341,
                445,
                2950,
                11,
                286,
                2041,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3567.94,
                    "end": 3568.1,
                    "word": " So",
                    "probability": 0.82177734375
                },
                {
                    "start": 3568.1,
                    "end": 3568.14,
                    "word": ",",
                    "probability": 0.60400390625
                },
                {
                    "start": 3568.14,
                    "end": 3568.2,
                    "word": " we",
                    "probability": 0.90576171875
                },
                {
                    "start": 3568.2,
                    "end": 3568.34,
                    "word": " have",
                    "probability": 0.87548828125
                },
                {
                    "start": 3568.34,
                    "end": 3568.56,
                    "word": " to",
                    "probability": 0.904296875
                },
                {
                    "start": 3568.56,
                    "end": 3569.12,
                    "word": " publish",
                    "probability": 0.80712890625
                },
                {
                    "start": 3569.12,
                    "end": 3569.52,
                    "word": " this",
                    "probability": 0.88671875
                },
                {
                    "start": 3569.52,
                    "end": 3570.3,
                    "word": " just",
                    "probability": 0.68896484375
                },
                {
                    "start": 3570.3,
                    "end": 3570.74,
                    "word": " online",
                    "probability": 0.78662109375
                },
                {
                    "start": 3570.74,
                    "end": 3570.74,
                    "word": ",",
                    "probability": 0.8583984375
                },
                {
                    "start": 3570.74,
                    "end": 3570.9,
                    "word": " I",
                    "probability": 0.998046875
                },
                {
                    "start": 3570.9,
                    "end": 3571.12,
                    "word": " guess",
                    "probability": 0.90283203125
                },
                {
                    "start": 3571.12,
                    "end": 3571.6,
                    "word": ".",
                    "probability": 0.8876953125
                }
            ]
        },
        {
            "id": 601,
            "seek": 352964,
            "start": 3572.0,
            "end": 3573.32,
            "text": " Yes, so...",
            "tokens": [
                50914,
                1079,
                11,
                370,
                485,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3572.0,
                    "end": 3572.34,
                    "word": " Yes",
                    "probability": 0.736328125
                },
                {
                    "start": 3572.34,
                    "end": 3572.48,
                    "word": ",",
                    "probability": 0.48388671875
                },
                {
                    "start": 3572.48,
                    "end": 3573.32,
                    "word": " so...",
                    "probability": 0.48272705078125
                }
            ]
        },
        {
            "id": 602,
            "seek": 352964,
            "start": 3573.32,
            "end": 3573.9,
            "text": " Okay.",
            "tokens": [
                50964,
                1033,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3573.32,
                    "end": 3573.74,
                    "word": " Okay",
                    "probability": 0.583984375
                },
                {
                    "start": 3573.74,
                    "end": 3573.9,
                    "word": ".",
                    "probability": 0.6611328125
                }
            ]
        },
        {
            "id": 603,
            "seek": 352964,
            "start": 3573.9,
            "end": 3574.62,
            "text": " Sorry.",
            "tokens": [
                51014,
                4919,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3573.9,
                    "end": 3574.14,
                    "word": " Sorry",
                    "probability": 0.771484375
                },
                {
                    "start": 3574.14,
                    "end": 3574.62,
                    "word": ".",
                    "probability": 0.87060546875
                }
            ]
        },
        {
            "id": 604,
            "seek": 352964,
            "start": 3574.74,
            "end": 3575.4,
            "text": " Yeah.",
            "tokens": [
                51064,
                865,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3574.74,
                    "end": 3575.22,
                    "word": " Yeah",
                    "probability": 0.56298828125
                },
                {
                    "start": 3575.22,
                    "end": 3575.4,
                    "word": ".",
                    "probability": 0.393310546875
                }
            ]
        },
        {
            "id": 605,
            "seek": 352964,
            "start": 3575.4,
            "end": 3582.56,
            "text": " So, I've noticed on the Twitch that some of the demos were not showing great.",
            "tokens": [
                51114,
                407,
                11,
                286,
                600,
                5694,
                322,
                264,
                22222,
                300,
                512,
                295,
                264,
                33788,
                645,
                406,
                4099,
                869,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3575.4,
                    "end": 3575.68,
                    "word": " So",
                    "probability": 0.8330078125
                },
                {
                    "start": 3575.68,
                    "end": 3575.9,
                    "word": ",",
                    "probability": 0.955078125
                },
                {
                    "start": 3575.9,
                    "end": 3576.7,
                    "word": " I've",
                    "probability": 0.944580078125
                },
                {
                    "start": 3576.7,
                    "end": 3577.04,
                    "word": " noticed",
                    "probability": 0.85400390625
                },
                {
                    "start": 3577.04,
                    "end": 3577.66,
                    "word": " on",
                    "probability": 0.89453125
                },
                {
                    "start": 3577.66,
                    "end": 3577.98,
                    "word": " the",
                    "probability": 0.73388671875
                },
                {
                    "start": 3577.98,
                    "end": 3578.64,
                    "word": " Twitch",
                    "probability": 0.81201171875
                },
                {
                    "start": 3578.64,
                    "end": 3579.18,
                    "word": " that",
                    "probability": 0.857421875
                },
                {
                    "start": 3579.18,
                    "end": 3579.7,
                    "word": " some",
                    "probability": 0.8095703125
                },
                {
                    "start": 3579.7,
                    "end": 3579.86,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 3579.86,
                    "end": 3580.04,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 3580.04,
                    "end": 3580.38,
                    "word": " demos",
                    "probability": 0.82421875
                },
                {
                    "start": 3580.38,
                    "end": 3581.7,
                    "word": " were",
                    "probability": 0.74853515625
                },
                {
                    "start": 3581.7,
                    "end": 3581.94,
                    "word": " not",
                    "probability": 0.8974609375
                },
                {
                    "start": 3581.94,
                    "end": 3582.14,
                    "word": " showing",
                    "probability": 0.779296875
                },
                {
                    "start": 3582.14,
                    "end": 3582.42,
                    "word": " great",
                    "probability": 0.87158203125
                },
                {
                    "start": 3582.42,
                    "end": 3582.56,
                    "word": ".",
                    "probability": 0.80224609375
                }
            ]
        },
        {
            "id": 606,
            "seek": 352964,
            "start": 3582.56,
            "end": 3586.1,
            "text": " So, right after this, I'm going to upload them on YouTube also.",
            "tokens": [
                51414,
                407,
                11,
                558,
                934,
                341,
                11,
                286,
                478,
                516,
                281,
                6580,
                552,
                322,
                3088,
                611,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3582.56,
                    "end": 3582.68,
                    "word": " So",
                    "probability": 0.86962890625
                },
                {
                    "start": 3582.68,
                    "end": 3582.7,
                    "word": ",",
                    "probability": 0.927734375
                },
                {
                    "start": 3582.7,
                    "end": 3582.92,
                    "word": " right",
                    "probability": 0.880859375
                },
                {
                    "start": 3582.92,
                    "end": 3583.14,
                    "word": " after",
                    "probability": 0.71533203125
                },
                {
                    "start": 3583.14,
                    "end": 3583.5,
                    "word": " this",
                    "probability": 0.88232421875
                },
                {
                    "start": 3583.5,
                    "end": 3583.54,
                    "word": ",",
                    "probability": 0.77294921875
                },
                {
                    "start": 3583.54,
                    "end": 3583.74,
                    "word": " I'm",
                    "probability": 0.99755859375
                },
                {
                    "start": 3583.74,
                    "end": 3583.86,
                    "word": " going",
                    "probability": 0.6328125
                },
                {
                    "start": 3583.86,
                    "end": 3583.96,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 3583.96,
                    "end": 3584.3,
                    "word": " upload",
                    "probability": 0.79833984375
                },
                {
                    "start": 3584.3,
                    "end": 3584.5,
                    "word": " them",
                    "probability": 0.73974609375
                },
                {
                    "start": 3584.5,
                    "end": 3584.7,
                    "word": " on",
                    "probability": 0.8994140625
                },
                {
                    "start": 3584.7,
                    "end": 3584.94,
                    "word": " YouTube",
                    "probability": 0.73779296875
                },
                {
                    "start": 3584.94,
                    "end": 3585.76,
                    "word": " also",
                    "probability": 0.677734375
                },
                {
                    "start": 3585.76,
                    "end": 3586.1,
                    "word": ".",
                    "probability": 0.34375
                }
            ]
        },
        {
            "id": 607,
            "seek": 352964,
            "start": 3586.22,
            "end": 3587.8,
            "text": " So, you see them.",
            "tokens": [
                51614,
                407,
                11,
                291,
                536,
                552,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.22269417070648045,
            "compression_ratio": 1.5303030303030303,
            "no_speech_prob": 0.0014104843139648438,
            "words": [
                {
                    "start": 3586.22,
                    "end": 3586.7,
                    "word": " So",
                    "probability": 0.88037109375
                },
                {
                    "start": 3586.7,
                    "end": 3586.78,
                    "word": ",",
                    "probability": 0.9326171875
                },
                {
                    "start": 3586.78,
                    "end": 3587.16,
                    "word": " you",
                    "probability": 0.89208984375
                },
                {
                    "start": 3587.16,
                    "end": 3587.44,
                    "word": " see",
                    "probability": 0.5947265625
                },
                {
                    "start": 3587.44,
                    "end": 3587.68,
                    "word": " them",
                    "probability": 0.732421875
                },
                {
                    "start": 3587.68,
                    "end": 3587.8,
                    "word": ".",
                    "probability": 0.6669921875
                }
            ]
        },
        {
            "id": 608,
            "seek": 355778,
            "start": 3587.8,
            "end": 3592.68,
            "text": " But the last demo, yeah, it's also a cool one, but you'll see it on YouTube, okay?",
            "tokens": [
                50364,
                583,
                264,
                1036,
                10723,
                11,
                1338,
                11,
                309,
                311,
                611,
                257,
                1627,
                472,
                11,
                457,
                291,
                603,
                536,
                309,
                322,
                3088,
                11,
                1392,
                30,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3587.8,
                    "end": 3587.9,
                    "word": " But",
                    "probability": 0.1612548828125
                },
                {
                    "start": 3587.9,
                    "end": 3588.06,
                    "word": " the",
                    "probability": 0.78369140625
                },
                {
                    "start": 3588.06,
                    "end": 3588.24,
                    "word": " last",
                    "probability": 0.822265625
                },
                {
                    "start": 3588.24,
                    "end": 3588.52,
                    "word": " demo",
                    "probability": 0.693359375
                },
                {
                    "start": 3588.52,
                    "end": 3589.16,
                    "word": ",",
                    "probability": 0.79248046875
                },
                {
                    "start": 3589.16,
                    "end": 3589.3,
                    "word": " yeah",
                    "probability": 0.477294921875
                },
                {
                    "start": 3589.3,
                    "end": 3589.3,
                    "word": ",",
                    "probability": 0.8916015625
                },
                {
                    "start": 3589.3,
                    "end": 3589.44,
                    "word": " it's",
                    "probability": 0.948486328125
                },
                {
                    "start": 3589.44,
                    "end": 3589.6,
                    "word": " also",
                    "probability": 0.814453125
                },
                {
                    "start": 3589.72,
                    "end": 3589.84,
                    "word": " a cool",
                    "probability": 0.88818359375
                },
                {
                    "start": 3589.84,
                    "end": 3590.08,
                    "word": " one",
                    "probability": 0.822265625
                },
                {
                    "start": 3590.08,
                    "end": 3590.24,
                    "word": ",",
                    "probability": 0.74267578125
                },
                {
                    "start": 3590.24,
                    "end": 3590.34,
                    "word": " but",
                    "probability": 0.8984375
                },
                {
                    "start": 3590.34,
                    "end": 3591.08,
                    "word": " you'll",
                    "probability": 0.890869140625
                },
                {
                    "start": 3591.08,
                    "end": 3591.24,
                    "word": " see",
                    "probability": 0.7822265625
                },
                {
                    "start": 3591.24,
                    "end": 3591.34,
                    "word": " it",
                    "probability": 0.8916015625
                },
                {
                    "start": 3591.34,
                    "end": 3591.48,
                    "word": " on",
                    "probability": 0.9052734375
                },
                {
                    "start": 3591.48,
                    "end": 3591.7,
                    "word": " YouTube",
                    "probability": 0.77783203125
                },
                {
                    "start": 3591.7,
                    "end": 3591.96,
                    "word": ",",
                    "probability": 0.6513671875
                },
                {
                    "start": 3591.96,
                    "end": 3592.24,
                    "word": " okay",
                    "probability": 0.70849609375
                },
                {
                    "start": 3592.24,
                    "end": 3592.68,
                    "word": "?",
                    "probability": 0.767578125
                }
            ]
        },
        {
            "id": 609,
            "seek": 355778,
            "start": 3592.68,
            "end": 3594.3,
            "text": " It'll be uploaded there.",
            "tokens": [
                50614,
                467,
                603,
                312,
                17135,
                456,
                13,
                50714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3592.68,
                    "end": 3592.92,
                    "word": " It'll",
                    "probability": 0.820068359375
                },
                {
                    "start": 3592.92,
                    "end": 3593.12,
                    "word": " be",
                    "probability": 0.794921875
                },
                {
                    "start": 3593.12,
                    "end": 3593.56,
                    "word": " uploaded",
                    "probability": 0.6552734375
                },
                {
                    "start": 3593.56,
                    "end": 3593.86,
                    "word": " there",
                    "probability": 0.84814453125
                },
                {
                    "start": 3593.86,
                    "end": 3594.3,
                    "word": ".",
                    "probability": 0.998046875
                }
            ]
        },
        {
            "id": 610,
            "seek": 355778,
            "start": 3596.28,
            "end": 3600.82,
            "text": " All right, you just want to take this last one, Olaf, since we're running out of time.",
            "tokens": [
                50764,
                1057,
                558,
                11,
                291,
                445,
                528,
                281,
                747,
                341,
                1036,
                472,
                11,
                48961,
                11,
                1670,
                321,
                434,
                2614,
                484,
                295,
                565,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3596.28,
                    "end": 3596.7,
                    "word": " All",
                    "probability": 0.72021484375
                },
                {
                    "start": 3596.7,
                    "end": 3596.82,
                    "word": " right",
                    "probability": 0.8837890625
                },
                {
                    "start": 3596.82,
                    "end": 3596.84,
                    "word": ",",
                    "probability": 0.73681640625
                },
                {
                    "start": 3596.84,
                    "end": 3596.98,
                    "word": " you",
                    "probability": 0.7724609375
                },
                {
                    "start": 3596.98,
                    "end": 3597.2,
                    "word": " just",
                    "probability": 0.89794921875
                },
                {
                    "start": 3597.2,
                    "end": 3597.34,
                    "word": " want",
                    "probability": 0.430908203125
                },
                {
                    "start": 3597.34,
                    "end": 3597.42,
                    "word": " to",
                    "probability": 0.9052734375
                },
                {
                    "start": 3597.42,
                    "end": 3597.6,
                    "word": " take",
                    "probability": 0.8203125
                },
                {
                    "start": 3597.6,
                    "end": 3597.82,
                    "word": " this",
                    "probability": 0.86767578125
                },
                {
                    "start": 3597.82,
                    "end": 3598.06,
                    "word": " last",
                    "probability": 0.82080078125
                },
                {
                    "start": 3598.06,
                    "end": 3598.34,
                    "word": " one",
                    "probability": 0.82421875
                },
                {
                    "start": 3598.34,
                    "end": 3598.46,
                    "word": ",",
                    "probability": 0.6865234375
                },
                {
                    "start": 3598.46,
                    "end": 3598.62,
                    "word": " Olaf",
                    "probability": 0.72265625
                },
                {
                    "start": 3598.62,
                    "end": 3598.78,
                    "word": ",",
                    "probability": 0.88427734375
                },
                {
                    "start": 3598.78,
                    "end": 3599.06,
                    "word": " since",
                    "probability": 0.802734375
                },
                {
                    "start": 3599.06,
                    "end": 3599.38,
                    "word": " we're",
                    "probability": 0.906005859375
                },
                {
                    "start": 3599.38,
                    "end": 3599.86,
                    "word": " running",
                    "probability": 0.87451171875
                },
                {
                    "start": 3599.86,
                    "end": 3600.02,
                    "word": " out",
                    "probability": 0.814453125
                },
                {
                    "start": 3600.02,
                    "end": 3600.12,
                    "word": " of",
                    "probability": 0.90380859375
                },
                {
                    "start": 3600.12,
                    "end": 3600.38,
                    "word": " time",
                    "probability": 0.80419921875
                },
                {
                    "start": 3600.38,
                    "end": 3600.82,
                    "word": ".",
                    "probability": 0.81103515625
                }
            ]
        },
        {
            "id": 611,
            "seek": 355778,
            "start": 3600.82,
            "end": 3601.64,
            "text": " Yeah, sure.",
            "tokens": [
                51014,
                865,
                11,
                988,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3600.82,
                    "end": 3601.0,
                    "word": " Yeah",
                    "probability": 0.2685546875
                },
                {
                    "start": 3601.0,
                    "end": 3601.04,
                    "word": ",",
                    "probability": 0.95458984375
                },
                {
                    "start": 3601.04,
                    "end": 3601.32,
                    "word": " sure",
                    "probability": 0.81982421875
                },
                {
                    "start": 3601.32,
                    "end": 3601.64,
                    "word": ".",
                    "probability": 0.88232421875
                }
            ]
        },
        {
            "id": 612,
            "seek": 355778,
            "start": 3601.88,
            "end": 3607.74,
            "text": " In the last couple of seconds, I just want to highlight that this is a huge value in terms of control,",
            "tokens": [
                51064,
                682,
                264,
                1036,
                1916,
                295,
                3949,
                11,
                286,
                445,
                528,
                281,
                5078,
                300,
                341,
                307,
                257,
                2603,
                2158,
                294,
                2115,
                295,
                1969,
                11,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3601.88,
                    "end": 3602.32,
                    "word": " In",
                    "probability": 0.9130859375
                },
                {
                    "start": 3602.32,
                    "end": 3602.46,
                    "word": " the",
                    "probability": 0.81884765625
                },
                {
                    "start": 3602.46,
                    "end": 3602.66,
                    "word": " last",
                    "probability": 0.830078125
                },
                {
                    "start": 3602.66,
                    "end": 3602.9,
                    "word": " couple",
                    "probability": 0.787109375
                },
                {
                    "start": 3602.9,
                    "end": 3603.08,
                    "word": " of",
                    "probability": 0.90185546875
                },
                {
                    "start": 3603.08,
                    "end": 3603.4,
                    "word": " seconds",
                    "probability": 0.712890625
                },
                {
                    "start": 3603.4,
                    "end": 3603.4,
                    "word": ",",
                    "probability": 0.87353515625
                },
                {
                    "start": 3603.4,
                    "end": 3603.58,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 3603.58,
                    "end": 3603.74,
                    "word": " just",
                    "probability": 0.8876953125
                },
                {
                    "start": 3603.74,
                    "end": 3603.86,
                    "word": " want",
                    "probability": 0.8046875
                },
                {
                    "start": 3603.86,
                    "end": 3603.96,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 3603.96,
                    "end": 3604.28,
                    "word": " highlight",
                    "probability": 0.818359375
                },
                {
                    "start": 3604.28,
                    "end": 3604.6,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 3604.6,
                    "end": 3605.48,
                    "word": " this",
                    "probability": 0.83349609375
                },
                {
                    "start": 3605.48,
                    "end": 3605.72,
                    "word": " is",
                    "probability": 0.8984375
                },
                {
                    "start": 3606.08,
                    "end": 3606.32,
                    "word": " a huge",
                    "probability": 0.79638671875
                },
                {
                    "start": 3606.32,
                    "end": 3606.72,
                    "word": " value",
                    "probability": 0.92578125
                },
                {
                    "start": 3606.72,
                    "end": 3607.0,
                    "word": " in",
                    "probability": 0.8798828125
                },
                {
                    "start": 3607.0,
                    "end": 3607.18,
                    "word": " terms",
                    "probability": 0.7666015625
                },
                {
                    "start": 3607.18,
                    "end": 3607.32,
                    "word": " of",
                    "probability": 0.90087890625
                },
                {
                    "start": 3607.32,
                    "end": 3607.66,
                    "word": " control",
                    "probability": 0.64453125
                },
                {
                    "start": 3607.66,
                    "end": 3607.74,
                    "word": ",",
                    "probability": 0.861328125
                }
            ]
        },
        {
            "id": 613,
            "seek": 355778,
            "start": 3607.74,
            "end": 3613.26,
            "text": " but also in terms of reportability and also ensuring that you're actually working on the right stuff.",
            "tokens": [
                51364,
                457,
                611,
                294,
                2115,
                295,
                2275,
                2310,
                293,
                611,
                16882,
                300,
                291,
                434,
                767,
                1364,
                322,
                264,
                558,
                1507,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3607.74,
                    "end": 3607.84,
                    "word": " but",
                    "probability": 0.8984375
                },
                {
                    "start": 3607.84,
                    "end": 3608.02,
                    "word": " also",
                    "probability": 0.8154296875
                },
                {
                    "start": 3608.02,
                    "end": 3608.58,
                    "word": " in",
                    "probability": 0.88671875
                },
                {
                    "start": 3608.58,
                    "end": 3608.8,
                    "word": " terms",
                    "probability": 0.775390625
                },
                {
                    "start": 3608.8,
                    "end": 3608.94,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 3608.94,
                    "end": 3609.62,
                    "word": " reportability",
                    "probability": 0.685791015625
                },
                {
                    "start": 3609.62,
                    "end": 3609.88,
                    "word": " and",
                    "probability": 0.66748046875
                },
                {
                    "start": 3609.88,
                    "end": 3610.14,
                    "word": " also",
                    "probability": 0.78857421875
                },
                {
                    "start": 3610.14,
                    "end": 3610.88,
                    "word": " ensuring",
                    "probability": 0.79638671875
                },
                {
                    "start": 3610.88,
                    "end": 3611.58,
                    "word": " that",
                    "probability": 0.51708984375
                },
                {
                    "start": 3611.58,
                    "end": 3611.82,
                    "word": " you're",
                    "probability": 0.904296875
                },
                {
                    "start": 3611.82,
                    "end": 3612.06,
                    "word": " actually",
                    "probability": 0.77880859375
                },
                {
                    "start": 3612.06,
                    "end": 3612.4,
                    "word": " working",
                    "probability": 0.7353515625
                },
                {
                    "start": 3612.4,
                    "end": 3612.54,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 3612.54,
                    "end": 3612.64,
                    "word": " the",
                    "probability": 0.81884765625
                },
                {
                    "start": 3612.64,
                    "end": 3612.84,
                    "word": " right",
                    "probability": 0.8818359375
                },
                {
                    "start": 3612.84,
                    "end": 3613.18,
                    "word": " stuff",
                    "probability": 0.7841796875
                },
                {
                    "start": 3613.18,
                    "end": 3613.26,
                    "word": ".",
                    "probability": 0.88671875
                }
            ]
        },
        {
            "id": 614,
            "seek": 355778,
            "start": 3613.26,
            "end": 3615.94,
            "text": " So, it's also ease of mind, probably.",
            "tokens": [
                51614,
                407,
                11,
                309,
                311,
                611,
                12708,
                295,
                1575,
                11,
                1391,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20957341979420374,
            "compression_ratio": 1.6691449814126393,
            "no_speech_prob": 0.03289794921875,
            "words": [
                {
                    "start": 3613.26,
                    "end": 3613.36,
                    "word": " So",
                    "probability": 0.83642578125
                },
                {
                    "start": 3613.36,
                    "end": 3613.48,
                    "word": ",",
                    "probability": 0.26806640625
                },
                {
                    "start": 3613.48,
                    "end": 3614.02,
                    "word": " it's",
                    "probability": 0.93994140625
                },
                {
                    "start": 3614.02,
                    "end": 3614.24,
                    "word": " also",
                    "probability": 0.796875
                },
                {
                    "start": 3614.24,
                    "end": 3614.64,
                    "word": " ease",
                    "probability": 0.43701171875
                },
                {
                    "start": 3614.64,
                    "end": 3614.8,
                    "word": " of",
                    "probability": 0.89599609375
                },
                {
                    "start": 3614.8,
                    "end": 3615.08,
                    "word": " mind",
                    "probability": 0.79931640625
                },
                {
                    "start": 3615.08,
                    "end": 3615.18,
                    "word": ",",
                    "probability": 0.59326171875
                },
                {
                    "start": 3615.18,
                    "end": 3615.5,
                    "word": " probably",
                    "probability": 0.908203125
                },
                {
                    "start": 3615.5,
                    "end": 3615.94,
                    "word": ".",
                    "probability": 0.98193359375
                }
            ]
        },
        {
            "id": 615,
            "seek": 358634,
            "start": 3615.94,
            "end": 3620.4,
            "text": " So, I strongly encourage everybody to just start with this.",
            "tokens": [
                50364,
                407,
                11,
                286,
                10613,
                5373,
                2201,
                281,
                445,
                722,
                365,
                341,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18763586282730102,
            "compression_ratio": 1.7031802120141342,
            "no_speech_prob": 0.0002491474151611328,
            "words": [
                {
                    "start": 3615.94,
                    "end": 3616.22,
                    "word": " So",
                    "probability": 0.6611328125
                },
                {
                    "start": 3616.22,
                    "end": 3616.4,
                    "word": ",",
                    "probability": 0.260498046875
                },
                {
                    "start": 3616.4,
                    "end": 3616.72,
                    "word": " I",
                    "probability": 0.99755859375
                },
                {
                    "start": 3616.72,
                    "end": 3617.24,
                    "word": " strongly",
                    "probability": 0.76904296875
                },
                {
                    "start": 3617.24,
                    "end": 3617.66,
                    "word": " encourage",
                    "probability": 0.64208984375
                },
                {
                    "start": 3617.66,
                    "end": 3618.14,
                    "word": " everybody",
                    "probability": 0.77001953125
                },
                {
                    "start": 3618.14,
                    "end": 3618.4,
                    "word": " to",
                    "probability": 0.90234375
                },
                {
                    "start": 3618.4,
                    "end": 3618.74,
                    "word": " just",
                    "probability": 0.88134765625
                },
                {
                    "start": 3618.74,
                    "end": 3619.44,
                    "word": " start",
                    "probability": 0.86865234375
                },
                {
                    "start": 3619.44,
                    "end": 3619.62,
                    "word": " with",
                    "probability": 0.81884765625
                },
                {
                    "start": 3619.62,
                    "end": 3619.92,
                    "word": " this",
                    "probability": 0.8681640625
                },
                {
                    "start": 3619.92,
                    "end": 3620.4,
                    "word": ".",
                    "probability": 0.5107421875
                }
            ]
        },
        {
            "id": 616,
            "seek": 358634,
            "start": 3620.48,
            "end": 3627.7,
            "text": " And especially since there's a bunch of open source tools out there, including ours, it doesn't have to be very expensive.",
            "tokens": [
                50564,
                400,
                2318,
                1670,
                456,
                311,
                257,
                3840,
                295,
                1269,
                4009,
                3873,
                484,
                456,
                11,
                3009,
                11896,
                11,
                309,
                1177,
                380,
                362,
                281,
                312,
                588,
                5124,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18763586282730102,
            "compression_ratio": 1.7031802120141342,
            "no_speech_prob": 0.0002491474151611328,
            "words": [
                {
                    "start": 3620.48,
                    "end": 3620.54,
                    "word": " And",
                    "probability": 0.70361328125
                },
                {
                    "start": 3620.54,
                    "end": 3620.82,
                    "word": " especially",
                    "probability": 0.6630859375
                },
                {
                    "start": 3620.82,
                    "end": 3621.18,
                    "word": " since",
                    "probability": 0.69482421875
                },
                {
                    "start": 3621.18,
                    "end": 3621.4,
                    "word": " there's",
                    "probability": 0.865966796875
                },
                {
                    "start": 3621.52,
                    "end": 3621.7,
                    "word": " a bunch",
                    "probability": 0.796875
                },
                {
                    "start": 3621.7,
                    "end": 3621.84,
                    "word": " of",
                    "probability": 0.90625
                },
                {
                    "start": 3621.84,
                    "end": 3622.08,
                    "word": " open",
                    "probability": 0.7265625
                },
                {
                    "start": 3622.08,
                    "end": 3622.46,
                    "word": " source",
                    "probability": 0.61865234375
                },
                {
                    "start": 3622.46,
                    "end": 3622.9,
                    "word": " tools",
                    "probability": 0.79052734375
                },
                {
                    "start": 3622.9,
                    "end": 3623.12,
                    "word": " out",
                    "probability": 0.8017578125
                },
                {
                    "start": 3623.12,
                    "end": 3623.34,
                    "word": " there",
                    "probability": 0.85107421875
                },
                {
                    "start": 3623.34,
                    "end": 3623.38,
                    "word": ",",
                    "probability": 0.77001953125
                },
                {
                    "start": 3623.38,
                    "end": 3623.66,
                    "word": " including",
                    "probability": 0.77490234375
                },
                {
                    "start": 3623.66,
                    "end": 3624.1,
                    "word": " ours",
                    "probability": 0.7333984375
                },
                {
                    "start": 3624.1,
                    "end": 3624.88,
                    "word": ",",
                    "probability": 0.79345703125
                },
                {
                    "start": 3624.88,
                    "end": 3626.06,
                    "word": " it",
                    "probability": 0.873046875
                },
                {
                    "start": 3626.06,
                    "end": 3626.3,
                    "word": " doesn't",
                    "probability": 0.933837890625
                },
                {
                    "start": 3626.3,
                    "end": 3626.48,
                    "word": " have",
                    "probability": 0.88427734375
                },
                {
                    "start": 3626.48,
                    "end": 3626.58,
                    "word": " to",
                    "probability": 0.9072265625
                },
                {
                    "start": 3626.58,
                    "end": 3626.74,
                    "word": " be",
                    "probability": 0.90625
                },
                {
                    "start": 3626.74,
                    "end": 3627.0,
                    "word": " very",
                    "probability": 0.73193359375
                },
                {
                    "start": 3627.0,
                    "end": 3627.5,
                    "word": " expensive",
                    "probability": 0.91015625
                },
                {
                    "start": 3627.5,
                    "end": 3627.7,
                    "word": ".",
                    "probability": 0.9501953125
                }
            ]
        },
        {
            "id": 617,
            "seek": 358634,
            "start": 3627.7,
            "end": 3633.0,
            "text": " So, you can start small, and then once you start maturing, you might want to look at a commercial tool or not.",
            "tokens": [
                50914,
                407,
                11,
                291,
                393,
                722,
                1359,
                11,
                293,
                550,
                1564,
                291,
                722,
                3803,
                1345,
                11,
                291,
                1062,
                528,
                281,
                574,
                412,
                257,
                6841,
                2290,
                420,
                406,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18763586282730102,
            "compression_ratio": 1.7031802120141342,
            "no_speech_prob": 0.0002491474151611328,
            "words": [
                {
                    "start": 3627.7,
                    "end": 3627.78,
                    "word": " So",
                    "probability": 0.8681640625
                },
                {
                    "start": 3627.78,
                    "end": 3627.82,
                    "word": ",",
                    "probability": 0.8095703125
                },
                {
                    "start": 3627.82,
                    "end": 3627.9,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 3627.9,
                    "end": 3628.04,
                    "word": " can",
                    "probability": 0.89794921875
                },
                {
                    "start": 3628.04,
                    "end": 3628.32,
                    "word": " start",
                    "probability": 0.857421875
                },
                {
                    "start": 3628.32,
                    "end": 3628.76,
                    "word": " small",
                    "probability": 0.86669921875
                },
                {
                    "start": 3628.76,
                    "end": 3628.92,
                    "word": ",",
                    "probability": 0.33544921875
                },
                {
                    "start": 3628.92,
                    "end": 3628.98,
                    "word": " and",
                    "probability": 0.8876953125
                },
                {
                    "start": 3628.98,
                    "end": 3629.18,
                    "word": " then",
                    "probability": 0.72021484375
                },
                {
                    "start": 3629.18,
                    "end": 3629.44,
                    "word": " once",
                    "probability": 0.748046875
                },
                {
                    "start": 3629.44,
                    "end": 3629.58,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 3629.58,
                    "end": 3629.84,
                    "word": " start",
                    "probability": 0.8720703125
                },
                {
                    "start": 3629.84,
                    "end": 3630.22,
                    "word": " maturing",
                    "probability": 0.907470703125
                },
                {
                    "start": 3630.22,
                    "end": 3630.38,
                    "word": ",",
                    "probability": 0.83203125
                },
                {
                    "start": 3630.38,
                    "end": 3630.48,
                    "word": " you",
                    "probability": 0.8935546875
                },
                {
                    "start": 3630.48,
                    "end": 3630.68,
                    "word": " might",
                    "probability": 0.81298828125
                },
                {
                    "start": 3630.68,
                    "end": 3630.86,
                    "word": " want",
                    "probability": 0.74658203125
                },
                {
                    "start": 3630.86,
                    "end": 3630.96,
                    "word": " to",
                    "probability": 0.9013671875
                },
                {
                    "start": 3630.96,
                    "end": 3631.12,
                    "word": " look",
                    "probability": 0.9150390625
                },
                {
                    "start": 3631.12,
                    "end": 3631.28,
                    "word": " at",
                    "probability": 0.9033203125
                },
                {
                    "start": 3631.48,
                    "end": 3631.78,
                    "word": " a commercial",
                    "probability": 0.8330078125
                },
                {
                    "start": 3631.78,
                    "end": 3632.12,
                    "word": " tool",
                    "probability": 0.8896484375
                },
                {
                    "start": 3632.12,
                    "end": 3632.3,
                    "word": " or",
                    "probability": 0.8955078125
                },
                {
                    "start": 3632.3,
                    "end": 3632.52,
                    "word": " not",
                    "probability": 0.88134765625
                },
                {
                    "start": 3632.52,
                    "end": 3633.0,
                    "word": ".",
                    "probability": 0.9677734375
                }
            ]
        },
        {
            "id": 618,
            "seek": 358634,
            "start": 3633.78,
            "end": 3639.62,
            "text": " And this should be really a nice way of implementing a way of testing all your detection engineering efforts,",
            "tokens": [
                51214,
                400,
                341,
                820,
                312,
                534,
                257,
                1481,
                636,
                295,
                18114,
                257,
                636,
                295,
                4997,
                439,
                428,
                17784,
                7043,
                6484,
                11,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18763586282730102,
            "compression_ratio": 1.7031802120141342,
            "no_speech_prob": 0.0002491474151611328,
            "words": [
                {
                    "start": 3633.78,
                    "end": 3634.08,
                    "word": " And",
                    "probability": 0.82080078125
                },
                {
                    "start": 3634.08,
                    "end": 3634.5,
                    "word": " this",
                    "probability": 0.85498046875
                },
                {
                    "start": 3634.5,
                    "end": 3634.7,
                    "word": " should",
                    "probability": 0.91162109375
                },
                {
                    "start": 3634.7,
                    "end": 3634.92,
                    "word": " be",
                    "probability": 0.900390625
                },
                {
                    "start": 3634.92,
                    "end": 3635.24,
                    "word": " really",
                    "probability": 0.7294921875
                },
                {
                    "start": 3635.6,
                    "end": 3635.84,
                    "word": " a nice",
                    "probability": 0.8076171875
                },
                {
                    "start": 3635.84,
                    "end": 3636.04,
                    "word": " way",
                    "probability": 0.90234375
                },
                {
                    "start": 3636.04,
                    "end": 3636.18,
                    "word": " of",
                    "probability": 0.90869140625
                },
                {
                    "start": 3636.18,
                    "end": 3636.82,
                    "word": " implementing",
                    "probability": 0.74609375
                },
                {
                    "start": 3637.24,
                    "end": 3637.46,
                    "word": " a way",
                    "probability": 0.90087890625
                },
                {
                    "start": 3637.46,
                    "end": 3637.66,
                    "word": " of",
                    "probability": 0.90478515625
                },
                {
                    "start": 3637.66,
                    "end": 3637.94,
                    "word": " testing",
                    "probability": 0.75244140625
                },
                {
                    "start": 3637.94,
                    "end": 3638.2,
                    "word": " all",
                    "probability": 0.89404296875
                },
                {
                    "start": 3638.2,
                    "end": 3638.32,
                    "word": " your",
                    "probability": 0.794921875
                },
                {
                    "start": 3638.32,
                    "end": 3638.68,
                    "word": " detection",
                    "probability": 0.77001953125
                },
                {
                    "start": 3638.68,
                    "end": 3639.18,
                    "word": " engineering",
                    "probability": 0.82177734375
                },
                {
                    "start": 3639.18,
                    "end": 3639.54,
                    "word": " efforts",
                    "probability": 0.7646484375
                },
                {
                    "start": 3639.54,
                    "end": 3639.62,
                    "word": ",",
                    "probability": 0.338623046875
                }
            ]
        },
        {
            "id": 619,
            "seek": 358634,
            "start": 3639.62,
            "end": 3644.5,
            "text": " so you actually know it's not in vain, you know it's actually doing something.",
            "tokens": [
                51514,
                370,
                291,
                767,
                458,
                309,
                311,
                406,
                294,
                22240,
                11,
                291,
                458,
                309,
                311,
                767,
                884,
                746,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.18763586282730102,
            "compression_ratio": 1.7031802120141342,
            "no_speech_prob": 0.0002491474151611328,
            "words": [
                {
                    "start": 3639.62,
                    "end": 3639.74,
                    "word": " so",
                    "probability": 0.896484375
                },
                {
                    "start": 3639.74,
                    "end": 3639.86,
                    "word": " you",
                    "probability": 0.8779296875
                },
                {
                    "start": 3639.86,
                    "end": 3640.76,
                    "word": " actually",
                    "probability": 0.453125
                },
                {
                    "start": 3640.76,
                    "end": 3641.08,
                    "word": " know",
                    "probability": 0.81982421875
                },
                {
                    "start": 3641.08,
                    "end": 3641.26,
                    "word": " it's",
                    "probability": 0.94921875
                },
                {
                    "start": 3641.26,
                    "end": 3641.4,
                    "word": " not",
                    "probability": 0.88916015625
                },
                {
                    "start": 3641.4,
                    "end": 3641.58,
                    "word": " in",
                    "probability": 0.90283203125
                },
                {
                    "start": 3641.58,
                    "end": 3641.86,
                    "word": " vain",
                    "probability": 0.85205078125
                },
                {
                    "start": 3641.86,
                    "end": 3642.02,
                    "word": ",",
                    "probability": 0.462646484375
                },
                {
                    "start": 3642.02,
                    "end": 3642.14,
                    "word": " you",
                    "probability": 0.88818359375
                },
                {
                    "start": 3642.14,
                    "end": 3642.4,
                    "word": " know",
                    "probability": 0.81982421875
                },
                {
                    "start": 3642.4,
                    "end": 3642.64,
                    "word": " it's",
                    "probability": 0.936767578125
                },
                {
                    "start": 3642.64,
                    "end": 3642.94,
                    "word": " actually",
                    "probability": 0.78955078125
                },
                {
                    "start": 3642.94,
                    "end": 3643.42,
                    "word": " doing",
                    "probability": 0.90966796875
                },
                {
                    "start": 3643.42,
                    "end": 3644.02,
                    "word": " something",
                    "probability": 0.736328125
                },
                {
                    "start": 3644.02,
                    "end": 3644.5,
                    "word": ".",
                    "probability": 0.58544921875
                }
            ]
        },
        {
            "id": 620,
            "seek": 360404,
            "start": 3644.5,
            "end": 3649.8,
            "text": " Because some of them probably won't trigger in production ever, hopefully, at least for you.",
            "tokens": [
                50364,
                1436,
                512,
                295,
                552,
                1391,
                1582,
                380,
                7875,
                294,
                4265,
                1562,
                11,
                4696,
                11,
                412,
                1935,
                337,
                291,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1707848845872768,
            "compression_ratio": 1.5545023696682465,
            "no_speech_prob": 0.005306243896484375,
            "words": [
                {
                    "start": 3644.5,
                    "end": 3645.22,
                    "word": " Because",
                    "probability": 0.166015625
                },
                {
                    "start": 3645.22,
                    "end": 3645.5,
                    "word": " some",
                    "probability": 0.81689453125
                },
                {
                    "start": 3645.5,
                    "end": 3645.62,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 3645.62,
                    "end": 3645.8,
                    "word": " them",
                    "probability": 0.73046875
                },
                {
                    "start": 3645.8,
                    "end": 3646.34,
                    "word": " probably",
                    "probability": 0.87451171875
                },
                {
                    "start": 3646.34,
                    "end": 3646.62,
                    "word": " won't",
                    "probability": 0.921142578125
                },
                {
                    "start": 3646.62,
                    "end": 3646.92,
                    "word": " trigger",
                    "probability": 0.78271484375
                },
                {
                    "start": 3646.92,
                    "end": 3647.12,
                    "word": " in",
                    "probability": 0.884765625
                },
                {
                    "start": 3647.12,
                    "end": 3647.44,
                    "word": " production",
                    "probability": 0.86376953125
                },
                {
                    "start": 3647.44,
                    "end": 3647.82,
                    "word": " ever",
                    "probability": 0.7822265625
                },
                {
                    "start": 3647.82,
                    "end": 3648.02,
                    "word": ",",
                    "probability": 0.70556640625
                },
                {
                    "start": 3648.02,
                    "end": 3648.3,
                    "word": " hopefully",
                    "probability": 0.6826171875
                },
                {
                    "start": 3648.3,
                    "end": 3648.66,
                    "word": ",",
                    "probability": 0.69140625
                },
                {
                    "start": 3648.66,
                    "end": 3648.82,
                    "word": " at",
                    "probability": 0.89794921875
                },
                {
                    "start": 3648.82,
                    "end": 3648.94,
                    "word": " least",
                    "probability": 0.84423828125
                },
                {
                    "start": 3648.94,
                    "end": 3649.1,
                    "word": " for",
                    "probability": 0.8955078125
                },
                {
                    "start": 3649.1,
                    "end": 3649.36,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3649.36,
                    "end": 3649.8,
                    "word": ".",
                    "probability": 0.7451171875
                }
            ]
        },
        {
            "id": 621,
            "seek": 360404,
            "start": 3649.9,
            "end": 3652.36,
            "text": " So, you at least know it still is working.",
            "tokens": [
                50614,
                407,
                11,
                291,
                412,
                1935,
                458,
                309,
                920,
                307,
                1364,
                13,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1707848845872768,
            "compression_ratio": 1.5545023696682465,
            "no_speech_prob": 0.005306243896484375,
            "words": [
                {
                    "start": 3649.9,
                    "end": 3650.28,
                    "word": " So",
                    "probability": 0.88623046875
                },
                {
                    "start": 3650.28,
                    "end": 3650.36,
                    "word": ",",
                    "probability": 0.07843017578125
                },
                {
                    "start": 3650.36,
                    "end": 3650.4,
                    "word": " you",
                    "probability": 0.8154296875
                },
                {
                    "start": 3650.4,
                    "end": 3650.54,
                    "word": " at",
                    "probability": 0.89306640625
                },
                {
                    "start": 3650.54,
                    "end": 3650.68,
                    "word": " least",
                    "probability": 0.861328125
                },
                {
                    "start": 3650.68,
                    "end": 3650.9,
                    "word": " know",
                    "probability": 0.81787109375
                },
                {
                    "start": 3650.9,
                    "end": 3651.04,
                    "word": " it",
                    "probability": 0.8779296875
                },
                {
                    "start": 3651.04,
                    "end": 3651.26,
                    "word": " still",
                    "probability": 0.75244140625
                },
                {
                    "start": 3651.26,
                    "end": 3651.46,
                    "word": " is",
                    "probability": 0.88037109375
                },
                {
                    "start": 3651.46,
                    "end": 3651.92,
                    "word": " working",
                    "probability": 0.7265625
                },
                {
                    "start": 3651.92,
                    "end": 3652.36,
                    "word": ".",
                    "probability": 0.8203125
                }
            ]
        },
        {
            "id": 622,
            "seek": 360404,
            "start": 3652.48,
            "end": 3655.34,
            "text": " And it shouldn't be a grading mechanism for your team either.",
            "tokens": [
                50764,
                400,
                309,
                4659,
                380,
                312,
                257,
                35540,
                7513,
                337,
                428,
                1469,
                2139,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1707848845872768,
            "compression_ratio": 1.5545023696682465,
            "no_speech_prob": 0.005306243896484375,
            "words": [
                {
                    "start": 3652.48,
                    "end": 3652.68,
                    "word": " And",
                    "probability": 0.84375
                },
                {
                    "start": 3652.68,
                    "end": 3652.82,
                    "word": " it",
                    "probability": 0.84423828125
                },
                {
                    "start": 3652.82,
                    "end": 3653.06,
                    "word": " shouldn't",
                    "probability": 0.934326171875
                },
                {
                    "start": 3653.06,
                    "end": 3653.18,
                    "word": " be",
                    "probability": 0.89208984375
                },
                {
                    "start": 3653.32,
                    "end": 3653.56,
                    "word": " a grading",
                    "probability": 0.73828125
                },
                {
                    "start": 3653.56,
                    "end": 3654.04,
                    "word": " mechanism",
                    "probability": 0.8642578125
                },
                {
                    "start": 3654.04,
                    "end": 3654.28,
                    "word": " for",
                    "probability": 0.892578125
                },
                {
                    "start": 3654.28,
                    "end": 3654.5,
                    "word": " your",
                    "probability": 0.8046875
                },
                {
                    "start": 3654.5,
                    "end": 3654.72,
                    "word": " team",
                    "probability": 0.87548828125
                },
                {
                    "start": 3654.72,
                    "end": 3655.12,
                    "word": " either",
                    "probability": 0.732421875
                },
                {
                    "start": 3655.12,
                    "end": 3655.34,
                    "word": ".",
                    "probability": 0.841796875
                }
            ]
        },
        {
            "id": 623,
            "seek": 360404,
            "start": 3655.34,
            "end": 3662.2,
            "text": " It can be used that way, but you should see it as a constructive tool and not as a sort of slapping tool if you didn't do it well.",
            "tokens": [
                50914,
                467,
                393,
                312,
                1143,
                300,
                636,
                11,
                457,
                291,
                820,
                536,
                309,
                382,
                257,
                30223,
                2290,
                293,
                406,
                382,
                257,
                1333,
                295,
                8039,
                3759,
                2290,
                498,
                291,
                994,
                380,
                360,
                309,
                731,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.1707848845872768,
            "compression_ratio": 1.5545023696682465,
            "no_speech_prob": 0.005306243896484375,
            "words": [
                {
                    "start": 3655.34,
                    "end": 3655.46,
                    "word": " It",
                    "probability": 0.90087890625
                },
                {
                    "start": 3655.46,
                    "end": 3655.64,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 3655.64,
                    "end": 3655.78,
                    "word": " be",
                    "probability": 0.89599609375
                },
                {
                    "start": 3655.78,
                    "end": 3655.96,
                    "word": " used",
                    "probability": 0.8046875
                },
                {
                    "start": 3655.96,
                    "end": 3656.16,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3656.16,
                    "end": 3656.38,
                    "word": " way",
                    "probability": 0.9052734375
                },
                {
                    "start": 3656.38,
                    "end": 3656.5,
                    "word": ",",
                    "probability": 0.76904296875
                },
                {
                    "start": 3656.5,
                    "end": 3656.64,
                    "word": " but",
                    "probability": 0.89697265625
                },
                {
                    "start": 3656.64,
                    "end": 3656.84,
                    "word": " you",
                    "probability": 0.89306640625
                },
                {
                    "start": 3656.84,
                    "end": 3656.98,
                    "word": " should",
                    "probability": 0.92138671875
                },
                {
                    "start": 3656.98,
                    "end": 3657.2,
                    "word": " see",
                    "probability": 0.81005859375
                },
                {
                    "start": 3657.2,
                    "end": 3657.34,
                    "word": " it",
                    "probability": 0.90771484375
                },
                {
                    "start": 3657.34,
                    "end": 3657.46,
                    "word": " as",
                    "probability": 0.90283203125
                },
                {
                    "start": 3657.56,
                    "end": 3658.04,
                    "word": " a constructive",
                    "probability": 0.7724609375
                },
                {
                    "start": 3658.04,
                    "end": 3658.44,
                    "word": " tool",
                    "probability": 0.85107421875
                },
                {
                    "start": 3658.44,
                    "end": 3658.64,
                    "word": " and",
                    "probability": 0.73046875
                },
                {
                    "start": 3658.64,
                    "end": 3658.78,
                    "word": " not",
                    "probability": 0.87451171875
                },
                {
                    "start": 3658.78,
                    "end": 3659.02,
                    "word": " as",
                    "probability": 0.84375
                },
                {
                    "start": 3659.34,
                    "end": 3659.56,
                    "word": " a sort",
                    "probability": 0.69091796875
                },
                {
                    "start": 3659.56,
                    "end": 3659.82,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 3659.82,
                    "end": 3660.44,
                    "word": " slapping",
                    "probability": 0.78466796875
                },
                {
                    "start": 3660.44,
                    "end": 3660.7,
                    "word": " tool",
                    "probability": 0.87890625
                },
                {
                    "start": 3660.7,
                    "end": 3660.92,
                    "word": " if",
                    "probability": 0.71875
                },
                {
                    "start": 3660.92,
                    "end": 3661.04,
                    "word": " you",
                    "probability": 0.892578125
                },
                {
                    "start": 3661.04,
                    "end": 3661.28,
                    "word": " didn't",
                    "probability": 0.920166015625
                },
                {
                    "start": 3661.28,
                    "end": 3661.4,
                    "word": " do",
                    "probability": 0.90869140625
                },
                {
                    "start": 3661.4,
                    "end": 3661.52,
                    "word": " it",
                    "probability": 0.9052734375
                },
                {
                    "start": 3661.52,
                    "end": 3661.76,
                    "word": " well",
                    "probability": 0.8798828125
                },
                {
                    "start": 3661.76,
                    "end": 3662.2,
                    "word": ".",
                    "probability": 0.99609375
                }
            ]
        },
        {
            "id": 624,
            "seek": 363134,
            "start": 3662.2,
            "end": 3670.6,
            "text": " And of course, if you don't have a detection yet, you can of course use it also in a way of the purple exercise that we meant before,",
            "tokens": [
                50414,
                400,
                295,
                1164,
                11,
                498,
                291,
                500,
                380,
                362,
                257,
                17784,
                1939,
                11,
                291,
                393,
                295,
                1164,
                764,
                309,
                611,
                294,
                257,
                636,
                295,
                264,
                9656,
                5380,
                300,
                321,
                4140,
                949,
                11,
                50764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21484375655651092,
            "compression_ratio": 1.6887966804979253,
            "no_speech_prob": 0.11785888671875,
            "words": [
                {
                    "start": 3662.2,
                    "end": 3662.86,
                    "word": " And",
                    "probability": 0.6376953125
                },
                {
                    "start": 3662.86,
                    "end": 3663.78,
                    "word": " of",
                    "probability": 0.75146484375
                },
                {
                    "start": 3663.78,
                    "end": 3663.92,
                    "word": " course",
                    "probability": 0.85986328125
                },
                {
                    "start": 3663.92,
                    "end": 3664.0,
                    "word": ",",
                    "probability": 0.62548828125
                },
                {
                    "start": 3664.0,
                    "end": 3664.36,
                    "word": " if",
                    "probability": 0.89697265625
                },
                {
                    "start": 3664.36,
                    "end": 3664.46,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3664.46,
                    "end": 3664.58,
                    "word": " don't",
                    "probability": 0.938720703125
                },
                {
                    "start": 3664.58,
                    "end": 3664.7,
                    "word": " have",
                    "probability": 0.8857421875
                },
                {
                    "start": 3664.78,
                    "end": 3665.02,
                    "word": " a detection",
                    "probability": 0.65185546875
                },
                {
                    "start": 3665.02,
                    "end": 3665.26,
                    "word": " yet",
                    "probability": 0.884765625
                },
                {
                    "start": 3665.26,
                    "end": 3665.3,
                    "word": ",",
                    "probability": 0.8154296875
                },
                {
                    "start": 3665.3,
                    "end": 3665.36,
                    "word": " you",
                    "probability": 0.89697265625
                },
                {
                    "start": 3665.36,
                    "end": 3665.54,
                    "word": " can",
                    "probability": 0.900390625
                },
                {
                    "start": 3665.54,
                    "end": 3665.8,
                    "word": " of",
                    "probability": 0.55908203125
                },
                {
                    "start": 3665.8,
                    "end": 3665.94,
                    "word": " course",
                    "probability": 0.85888671875
                },
                {
                    "start": 3665.94,
                    "end": 3666.2,
                    "word": " use",
                    "probability": 0.66455078125
                },
                {
                    "start": 3666.2,
                    "end": 3666.32,
                    "word": " it",
                    "probability": 0.89111328125
                },
                {
                    "start": 3666.32,
                    "end": 3666.64,
                    "word": " also",
                    "probability": 0.7939453125
                },
                {
                    "start": 3666.64,
                    "end": 3667.86,
                    "word": " in",
                    "probability": 0.85302734375
                },
                {
                    "start": 3668.0,
                    "end": 3668.14,
                    "word": " a way",
                    "probability": 0.90771484375
                },
                {
                    "start": 3668.14,
                    "end": 3668.34,
                    "word": " of",
                    "probability": 0.87646484375
                },
                {
                    "start": 3668.34,
                    "end": 3668.76,
                    "word": " the",
                    "probability": 0.783203125
                },
                {
                    "start": 3668.76,
                    "end": 3669.0,
                    "word": " purple",
                    "probability": 0.56640625
                },
                {
                    "start": 3669.0,
                    "end": 3669.48,
                    "word": " exercise",
                    "probability": 0.90771484375
                },
                {
                    "start": 3669.48,
                    "end": 3669.8,
                    "word": " that",
                    "probability": 0.875
                },
                {
                    "start": 3669.8,
                    "end": 3669.96,
                    "word": " we",
                    "probability": 0.90380859375
                },
                {
                    "start": 3669.96,
                    "end": 3670.14,
                    "word": " meant",
                    "probability": 0.48486328125
                },
                {
                    "start": 3670.14,
                    "end": 3670.58,
                    "word": " before",
                    "probability": 0.7958984375
                },
                {
                    "start": 3670.58,
                    "end": 3670.6,
                    "word": ",",
                    "probability": 0.55615234375
                }
            ]
        },
        {
            "id": 625,
            "seek": 363134,
            "start": 3670.6,
            "end": 3675.54,
            "text": " where you can start building new detections based on the techniques that we execute,",
            "tokens": [
                50764,
                689,
                291,
                393,
                722,
                2390,
                777,
                5531,
                626,
                2361,
                322,
                264,
                7512,
                300,
                321,
                14483,
                11,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21484375655651092,
            "compression_ratio": 1.6887966804979253,
            "no_speech_prob": 0.11785888671875,
            "words": [
                {
                    "start": 3670.6,
                    "end": 3670.8,
                    "word": " where",
                    "probability": 0.90283203125
                },
                {
                    "start": 3670.8,
                    "end": 3670.92,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3670.92,
                    "end": 3671.06,
                    "word": " can",
                    "probability": 0.8955078125
                },
                {
                    "start": 3671.06,
                    "end": 3671.36,
                    "word": " start",
                    "probability": 0.87255859375
                },
                {
                    "start": 3671.36,
                    "end": 3671.94,
                    "word": " building",
                    "probability": 0.7900390625
                },
                {
                    "start": 3671.94,
                    "end": 3672.34,
                    "word": " new",
                    "probability": 0.83984375
                },
                {
                    "start": 3672.34,
                    "end": 3672.86,
                    "word": " detections",
                    "probability": 0.888916015625
                },
                {
                    "start": 3672.86,
                    "end": 3673.24,
                    "word": " based",
                    "probability": 0.798828125
                },
                {
                    "start": 3673.24,
                    "end": 3673.54,
                    "word": " on",
                    "probability": 0.90673828125
                },
                {
                    "start": 3673.54,
                    "end": 3674.08,
                    "word": " the",
                    "probability": 0.759765625
                },
                {
                    "start": 3674.08,
                    "end": 3674.66,
                    "word": " techniques",
                    "probability": 0.8173828125
                },
                {
                    "start": 3674.66,
                    "end": 3674.86,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3674.86,
                    "end": 3674.98,
                    "word": " we",
                    "probability": 0.90673828125
                },
                {
                    "start": 3674.98,
                    "end": 3675.36,
                    "word": " execute",
                    "probability": 0.78955078125
                },
                {
                    "start": 3675.36,
                    "end": 3675.54,
                    "word": ",",
                    "probability": 0.58154296875
                }
            ]
        },
        {
            "id": 626,
            "seek": 363134,
            "start": 3675.54,
            "end": 3679.32,
            "text": " but then make sure that you don't build tunnel vision detection.",
            "tokens": [
                51014,
                457,
                550,
                652,
                988,
                300,
                291,
                500,
                380,
                1322,
                13186,
                5201,
                17784,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21484375655651092,
            "compression_ratio": 1.6887966804979253,
            "no_speech_prob": 0.11785888671875,
            "words": [
                {
                    "start": 3675.54,
                    "end": 3675.66,
                    "word": " but",
                    "probability": 0.89404296875
                },
                {
                    "start": 3675.66,
                    "end": 3675.9,
                    "word": " then",
                    "probability": 0.724609375
                },
                {
                    "start": 3675.9,
                    "end": 3676.16,
                    "word": " make",
                    "probability": 0.85400390625
                },
                {
                    "start": 3676.16,
                    "end": 3676.48,
                    "word": " sure",
                    "probability": 0.81591796875
                },
                {
                    "start": 3676.48,
                    "end": 3676.7,
                    "word": " that",
                    "probability": 0.876953125
                },
                {
                    "start": 3676.7,
                    "end": 3676.82,
                    "word": " you",
                    "probability": 0.8994140625
                },
                {
                    "start": 3676.82,
                    "end": 3677.2,
                    "word": " don't",
                    "probability": 0.948974609375
                },
                {
                    "start": 3677.2,
                    "end": 3677.64,
                    "word": " build",
                    "probability": 0.85009765625
                },
                {
                    "start": 3677.64,
                    "end": 3678.02,
                    "word": " tunnel",
                    "probability": 0.81591796875
                },
                {
                    "start": 3678.02,
                    "end": 3678.3,
                    "word": " vision",
                    "probability": 0.71826171875
                },
                {
                    "start": 3678.3,
                    "end": 3678.8,
                    "word": " detection",
                    "probability": 0.74560546875
                },
                {
                    "start": 3678.8,
                    "end": 3679.32,
                    "word": ".",
                    "probability": 0.9326171875
                }
            ]
        },
        {
            "id": 627,
            "seek": 363134,
            "start": 3679.68,
            "end": 3683.04,
            "text": " Make sure it's still resilient and it's open for variants.",
            "tokens": [
                51214,
                4387,
                988,
                309,
                311,
                920,
                23699,
                293,
                309,
                311,
                1269,
                337,
                21669,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21484375655651092,
            "compression_ratio": 1.6887966804979253,
            "no_speech_prob": 0.11785888671875,
            "words": [
                {
                    "start": 3679.68,
                    "end": 3679.9,
                    "word": " Make",
                    "probability": 0.86865234375
                },
                {
                    "start": 3679.9,
                    "end": 3680.06,
                    "word": " sure",
                    "probability": 0.80517578125
                },
                {
                    "start": 3680.06,
                    "end": 3680.16,
                    "word": " it's",
                    "probability": 0.944580078125
                },
                {
                    "start": 3680.16,
                    "end": 3680.34,
                    "word": " still",
                    "probability": 0.92138671875
                },
                {
                    "start": 3680.34,
                    "end": 3680.76,
                    "word": " resilient",
                    "probability": 0.86962890625
                },
                {
                    "start": 3680.76,
                    "end": 3680.98,
                    "word": " and",
                    "probability": 0.759765625
                },
                {
                    "start": 3680.98,
                    "end": 3681.14,
                    "word": " it's",
                    "probability": 0.8974609375
                },
                {
                    "start": 3681.14,
                    "end": 3681.42,
                    "word": " open",
                    "probability": 0.82470703125
                },
                {
                    "start": 3681.42,
                    "end": 3681.8,
                    "word": " for",
                    "probability": 0.90283203125
                },
                {
                    "start": 3681.8,
                    "end": 3682.52,
                    "word": " variants",
                    "probability": 0.376953125
                },
                {
                    "start": 3682.52,
                    "end": 3683.04,
                    "word": ".",
                    "probability": 0.9970703125
                }
            ]
        },
        {
            "id": 628,
            "seek": 363134,
            "start": 3684.8,
            "end": 3689.5,
            "text": " So, thanks everyone. That concludes our chat, our session today.",
            "tokens": [
                51464,
                407,
                11,
                3231,
                1518,
                13,
                663,
                24643,
                527,
                5081,
                11,
                527,
                5481,
                965,
                13,
                51714
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21484375655651092,
            "compression_ratio": 1.6887966804979253,
            "no_speech_prob": 0.11785888671875,
            "words": [
                {
                    "start": 3684.8,
                    "end": 3685.32,
                    "word": " So",
                    "probability": 0.487060546875
                },
                {
                    "start": 3685.32,
                    "end": 3685.54,
                    "word": ",",
                    "probability": 0.358154296875
                },
                {
                    "start": 3685.54,
                    "end": 3685.82,
                    "word": " thanks",
                    "probability": 0.72265625
                },
                {
                    "start": 3685.82,
                    "end": 3686.18,
                    "word": " everyone",
                    "probability": 0.68310546875
                },
                {
                    "start": 3686.18,
                    "end": 3686.56,
                    "word": ".",
                    "probability": 0.8017578125
                },
                {
                    "start": 3686.56,
                    "end": 3686.8,
                    "word": " That",
                    "probability": 0.81103515625
                },
                {
                    "start": 3686.8,
                    "end": 3687.12,
                    "word": " concludes",
                    "probability": 0.89697265625
                },
                {
                    "start": 3687.12,
                    "end": 3687.52,
                    "word": " our",
                    "probability": 0.8115234375
                },
                {
                    "start": 3687.52,
                    "end": 3687.94,
                    "word": " chat",
                    "probability": 0.70849609375
                },
                {
                    "start": 3687.94,
                    "end": 3688.02,
                    "word": ",",
                    "probability": 0.4921875
                },
                {
                    "start": 3688.02,
                    "end": 3688.2,
                    "word": " our",
                    "probability": 0.80517578125
                },
                {
                    "start": 3688.2,
                    "end": 3688.5,
                    "word": " session",
                    "probability": 0.81005859375
                },
                {
                    "start": 3688.5,
                    "end": 3688.98,
                    "word": " today",
                    "probability": 0.78369140625
                },
                {
                    "start": 3688.98,
                    "end": 3689.5,
                    "word": ".",
                    "probability": 0.98486328125
                }
            ]
        },
        {
            "id": 629,
            "seek": 365742,
            "start": 3690.0,
            "end": 3694.72,
            "text": " You have the links for our tools and I'll also be... check out our Twitter.",
            "tokens": [
                50364,
                509,
                362,
                264,
                6123,
                337,
                527,
                3873,
                293,
                286,
                603,
                611,
                312,
                485,
                1520,
                484,
                527,
                5794,
                13,
                50614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3220486190583971,
            "compression_ratio": 1.6414141414141414,
            "no_speech_prob": 0.0128021240234375,
            "words": [
                {
                    "start": 3690.0,
                    "end": 3690.48,
                    "word": " You",
                    "probability": 0.322509765625
                },
                {
                    "start": 3690.48,
                    "end": 3690.72,
                    "word": " have",
                    "probability": 0.869140625
                },
                {
                    "start": 3690.72,
                    "end": 3690.88,
                    "word": " the",
                    "probability": 0.80419921875
                },
                {
                    "start": 3690.88,
                    "end": 3691.08,
                    "word": " links",
                    "probability": 0.77001953125
                },
                {
                    "start": 3691.08,
                    "end": 3691.26,
                    "word": " for",
                    "probability": 0.8671875
                },
                {
                    "start": 3691.26,
                    "end": 3691.44,
                    "word": " our",
                    "probability": 0.53466796875
                },
                {
                    "start": 3691.44,
                    "end": 3691.88,
                    "word": " tools",
                    "probability": 0.79296875
                },
                {
                    "start": 3691.88,
                    "end": 3692.32,
                    "word": " and",
                    "probability": 0.669921875
                },
                {
                    "start": 3692.32,
                    "end": 3692.58,
                    "word": " I'll",
                    "probability": 0.87451171875
                },
                {
                    "start": 3692.58,
                    "end": 3692.92,
                    "word": " also",
                    "probability": 0.828125
                },
                {
                    "start": 3692.92,
                    "end": 3693.66,
                    "word": " be...",
                    "probability": 0.444976806640625
                },
                {
                    "start": 3693.66,
                    "end": 3693.94,
                    "word": " check",
                    "probability": 0.199462890625
                },
                {
                    "start": 3693.94,
                    "end": 3694.06,
                    "word": " out",
                    "probability": 0.46728515625
                },
                {
                    "start": 3694.06,
                    "end": 3694.24,
                    "word": " our",
                    "probability": 0.60400390625
                },
                {
                    "start": 3694.24,
                    "end": 3694.54,
                    "word": " Twitter",
                    "probability": 0.334716796875
                },
                {
                    "start": 3694.54,
                    "end": 3694.72,
                    "word": ".",
                    "probability": 0.390625
                }
            ]
        },
        {
            "id": 630,
            "seek": 365742,
            "start": 3694.72,
            "end": 3701.46,
            "text": " I'll also be releasing the links on the YouTube videos for the demo, so you can see them with a higher resolution there.",
            "tokens": [
                50614,
                286,
                603,
                611,
                312,
                16327,
                264,
                6123,
                322,
                264,
                3088,
                2145,
                337,
                264,
                10723,
                11,
                370,
                291,
                393,
                536,
                552,
                365,
                257,
                2946,
                8669,
                456,
                13,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3220486190583971,
            "compression_ratio": 1.6414141414141414,
            "no_speech_prob": 0.0128021240234375,
            "words": [
                {
                    "start": 3694.72,
                    "end": 3694.9,
                    "word": " I'll",
                    "probability": 0.953369140625
                },
                {
                    "start": 3694.9,
                    "end": 3695.14,
                    "word": " also",
                    "probability": 0.82470703125
                },
                {
                    "start": 3695.14,
                    "end": 3695.42,
                    "word": " be",
                    "probability": 0.91015625
                },
                {
                    "start": 3695.42,
                    "end": 3695.88,
                    "word": " releasing",
                    "probability": 0.9287109375
                },
                {
                    "start": 3695.88,
                    "end": 3696.16,
                    "word": " the",
                    "probability": 0.81103515625
                },
                {
                    "start": 3696.16,
                    "end": 3696.52,
                    "word": " links",
                    "probability": 0.8115234375
                },
                {
                    "start": 3696.52,
                    "end": 3697.14,
                    "word": " on",
                    "probability": 0.89111328125
                },
                {
                    "start": 3697.14,
                    "end": 3697.32,
                    "word": " the",
                    "probability": 0.81396484375
                },
                {
                    "start": 3697.32,
                    "end": 3697.56,
                    "word": " YouTube",
                    "probability": 0.7470703125
                },
                {
                    "start": 3697.56,
                    "end": 3698.34,
                    "word": " videos",
                    "probability": 0.859375
                },
                {
                    "start": 3698.34,
                    "end": 3698.5,
                    "word": " for",
                    "probability": 0.8935546875
                },
                {
                    "start": 3698.5,
                    "end": 3698.6,
                    "word": " the",
                    "probability": 0.8115234375
                },
                {
                    "start": 3698.6,
                    "end": 3698.84,
                    "word": " demo",
                    "probability": 0.5087890625
                },
                {
                    "start": 3698.84,
                    "end": 3698.94,
                    "word": ",",
                    "probability": 0.26416015625
                },
                {
                    "start": 3698.94,
                    "end": 3699.06,
                    "word": " so",
                    "probability": 0.89599609375
                },
                {
                    "start": 3699.06,
                    "end": 3699.2,
                    "word": " you",
                    "probability": 0.88427734375
                },
                {
                    "start": 3699.2,
                    "end": 3699.34,
                    "word": " can",
                    "probability": 0.9013671875
                },
                {
                    "start": 3699.34,
                    "end": 3699.5,
                    "word": " see",
                    "probability": 0.7734375
                },
                {
                    "start": 3699.5,
                    "end": 3699.6,
                    "word": " them",
                    "probability": 0.1502685546875
                },
                {
                    "start": 3699.6,
                    "end": 3699.74,
                    "word": " with",
                    "probability": 0.80810546875
                },
                {
                    "start": 3699.84,
                    "end": 3700.08,
                    "word": " a higher",
                    "probability": 0.79150390625
                },
                {
                    "start": 3700.08,
                    "end": 3700.58,
                    "word": " resolution",
                    "probability": 0.71875
                },
                {
                    "start": 3700.58,
                    "end": 3700.98,
                    "word": " there",
                    "probability": 0.84619140625
                },
                {
                    "start": 3700.98,
                    "end": 3701.46,
                    "word": ".",
                    "probability": 0.87646484375
                }
            ]
        },
        {
            "id": 631,
            "seek": 365742,
            "start": 3701.62,
            "end": 3708.22,
            "text": " But yeah, thanks for coming to our session. I hope you guys had fun. And thank you.",
            "tokens": [
                50914,
                583,
                1338,
                11,
                3231,
                337,
                1348,
                281,
                527,
                5481,
                13,
                286,
                1454,
                291,
                1074,
                632,
                1019,
                13,
                400,
                1309,
                291,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3220486190583971,
            "compression_ratio": 1.6414141414141414,
            "no_speech_prob": 0.0128021240234375,
            "words": [
                {
                    "start": 3701.62,
                    "end": 3701.88,
                    "word": " But",
                    "probability": 0.8486328125
                },
                {
                    "start": 3701.88,
                    "end": 3702.48,
                    "word": " yeah",
                    "probability": 0.625
                },
                {
                    "start": 3702.48,
                    "end": 3702.62,
                    "word": ",",
                    "probability": 0.904296875
                },
                {
                    "start": 3702.62,
                    "end": 3702.84,
                    "word": " thanks",
                    "probability": 0.74267578125
                },
                {
                    "start": 3702.84,
                    "end": 3702.96,
                    "word": " for",
                    "probability": 0.89599609375
                },
                {
                    "start": 3702.96,
                    "end": 3703.16,
                    "word": " coming",
                    "probability": 0.822265625
                },
                {
                    "start": 3703.16,
                    "end": 3703.32,
                    "word": " to",
                    "probability": 0.900390625
                },
                {
                    "start": 3703.32,
                    "end": 3703.44,
                    "word": " our",
                    "probability": 0.8056640625
                },
                {
                    "start": 3703.44,
                    "end": 3703.74,
                    "word": " session",
                    "probability": 0.8212890625
                },
                {
                    "start": 3703.74,
                    "end": 3704.02,
                    "word": ".",
                    "probability": 0.90673828125
                },
                {
                    "start": 3704.02,
                    "end": 3704.16,
                    "word": " I",
                    "probability": 0.9990234375
                },
                {
                    "start": 3704.16,
                    "end": 3704.46,
                    "word": " hope",
                    "probability": 0.8291015625
                },
                {
                    "start": 3704.46,
                    "end": 3705.3,
                    "word": " you",
                    "probability": 0.87548828125
                },
                {
                    "start": 3705.3,
                    "end": 3705.66,
                    "word": " guys",
                    "probability": 0.77490234375
                },
                {
                    "start": 3705.66,
                    "end": 3705.86,
                    "word": " had",
                    "probability": 0.8251953125
                },
                {
                    "start": 3705.86,
                    "end": 3706.2,
                    "word": " fun",
                    "probability": 0.90966796875
                },
                {
                    "start": 3706.2,
                    "end": 3706.68,
                    "word": ".",
                    "probability": 0.26171875
                },
                {
                    "start": 3706.78,
                    "end": 3707.12,
                    "word": " And",
                    "probability": 0.78857421875
                },
                {
                    "start": 3707.12,
                    "end": 3707.56,
                    "word": " thank",
                    "probability": 0.732421875
                },
                {
                    "start": 3707.56,
                    "end": 3707.74,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3707.74,
                    "end": 3708.22,
                    "word": ".",
                    "probability": 0.91748046875
                }
            ]
        },
        {
            "id": 632,
            "seek": 365742,
            "start": 3709.16,
            "end": 3711.12,
            "text": " Thanks, guys. Girls?",
            "tokens": [
                51314,
                2561,
                11,
                1074,
                13,
                16245,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3220486190583971,
            "compression_ratio": 1.6414141414141414,
            "no_speech_prob": 0.0128021240234375,
            "words": [
                {
                    "start": 3709.16,
                    "end": 3709.64,
                    "word": " Thanks",
                    "probability": 0.2269287109375
                },
                {
                    "start": 3709.64,
                    "end": 3709.68,
                    "word": ",",
                    "probability": 0.338134765625
                },
                {
                    "start": 3709.68,
                    "end": 3709.88,
                    "word": " guys",
                    "probability": 0.89208984375
                },
                {
                    "start": 3709.88,
                    "end": 3710.36,
                    "word": ".",
                    "probability": 0.73828125
                },
                {
                    "start": 3710.46,
                    "end": 3710.64,
                    "word": " Girls",
                    "probability": 0.77734375
                },
                {
                    "start": 3710.64,
                    "end": 3711.12,
                    "word": "?",
                    "probability": 0.385498046875
                }
            ]
        },
        {
            "id": 633,
            "seek": 365742,
            "start": 3713.48,
            "end": 3715.58,
            "text": " Thank you, both of you.",
            "tokens": [
                51564,
                1044,
                291,
                11,
                1293,
                295,
                291,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.3220486190583971,
            "compression_ratio": 1.6414141414141414,
            "no_speech_prob": 0.0128021240234375,
            "words": [
                {
                    "start": 3713.48,
                    "end": 3713.96,
                    "word": " Thank",
                    "probability": 0.85205078125
                },
                {
                    "start": 3713.96,
                    "end": 3714.26,
                    "word": " you",
                    "probability": 0.89599609375
                },
                {
                    "start": 3714.26,
                    "end": 3714.4,
                    "word": ",",
                    "probability": 0.59814453125
                },
                {
                    "start": 3714.4,
                    "end": 3714.74,
                    "word": " both",
                    "probability": 0.80859375
                },
                {
                    "start": 3714.74,
                    "end": 3714.94,
                    "word": " of",
                    "probability": 0.87353515625
                },
                {
                    "start": 3714.94,
                    "end": 3715.14,
                    "word": " you",
                    "probability": 0.89404296875
                },
                {
                    "start": 3715.14,
                    "end": 3715.58,
                    "word": ".",
                    "probability": 0.953125
                }
            ]
        },
        {
            "id": 634,
            "seek": 368124,
            "start": 3715.58,
            "end": 3719.93,
            "text": " We really appreciate your demo and your presentation.",
            "tokens": [
                50364,
                492,
                534,
                4449,
                428,
                10723,
                293,
                428,
                5860,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26506697492940084,
            "compression_ratio": 1.4523809523809523,
            "no_speech_prob": 0.033935546875,
            "words": [
                {
                    "start": 3715.58,
                    "end": 3715.84,
                    "word": " We",
                    "probability": 0.63037109375
                },
                {
                    "start": 3715.84,
                    "end": 3716.76,
                    "word": " really",
                    "probability": 0.71728515625
                },
                {
                    "start": 3716.76,
                    "end": 3717.2,
                    "word": " appreciate",
                    "probability": 0.8603515625
                },
                {
                    "start": 3717.2,
                    "end": 3717.64,
                    "word": " your",
                    "probability": 0.796875
                },
                {
                    "start": 3717.64,
                    "end": 3718.5,
                    "word": " demo",
                    "probability": 0.73388671875
                },
                {
                    "start": 3718.5,
                    "end": 3718.8,
                    "word": " and",
                    "probability": 0.880859375
                },
                {
                    "start": 3718.8,
                    "end": 3719.0,
                    "word": " your",
                    "probability": 0.7783203125
                },
                {
                    "start": 3719.0,
                    "end": 3719.54,
                    "word": " presentation",
                    "probability": 0.7451171875
                },
                {
                    "start": 3719.54,
                    "end": 3719.93,
                    "word": ".",
                    "probability": 0.89208984375
                }
            ]
        },
        {
            "id": 635,
            "seek": 368124,
            "start": 3720.78,
            "end": 3732.4,
            "text": " As a reminder to everyone, we encourage everyone to join the Blue Team Discord and head over to Text Talk Track 1.",
            "tokens": [
                50614,
                1018,
                257,
                13548,
                281,
                1518,
                11,
                321,
                5373,
                1518,
                281,
                3917,
                264,
                8510,
                7606,
                32623,
                293,
                1378,
                670,
                281,
                18643,
                8780,
                31903,
                502,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26506697492940084,
            "compression_ratio": 1.4523809523809523,
            "no_speech_prob": 0.033935546875,
            "words": [
                {
                    "start": 3720.78,
                    "end": 3721.56,
                    "word": " As",
                    "probability": 0.8447265625
                },
                {
                    "start": 3722.22,
                    "end": 3722.62,
                    "word": " a reminder",
                    "probability": 0.7041015625
                },
                {
                    "start": 3722.62,
                    "end": 3723.26,
                    "word": " to",
                    "probability": 0.8642578125
                },
                {
                    "start": 3723.26,
                    "end": 3723.6,
                    "word": " everyone",
                    "probability": 0.9111328125
                },
                {
                    "start": 3723.6,
                    "end": 3723.76,
                    "word": ",",
                    "probability": 0.83544921875
                },
                {
                    "start": 3723.76,
                    "end": 3723.94,
                    "word": " we",
                    "probability": 0.8994140625
                },
                {
                    "start": 3723.94,
                    "end": 3724.6,
                    "word": " encourage",
                    "probability": 0.64599609375
                },
                {
                    "start": 3724.6,
                    "end": 3724.94,
                    "word": " everyone",
                    "probability": 0.8916015625
                },
                {
                    "start": 3724.94,
                    "end": 3725.18,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 3725.18,
                    "end": 3725.5,
                    "word": " join",
                    "probability": 0.82275390625
                },
                {
                    "start": 3725.5,
                    "end": 3725.88,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 3725.88,
                    "end": 3726.14,
                    "word": " Blue",
                    "probability": 0.6826171875
                },
                {
                    "start": 3726.14,
                    "end": 3726.42,
                    "word": " Team",
                    "probability": 0.84423828125
                },
                {
                    "start": 3726.42,
                    "end": 3726.82,
                    "word": " Discord",
                    "probability": 0.6533203125
                },
                {
                    "start": 3726.82,
                    "end": 3728.38,
                    "word": " and",
                    "probability": 0.72802734375
                },
                {
                    "start": 3728.38,
                    "end": 3729.46,
                    "word": " head",
                    "probability": 0.88037109375
                },
                {
                    "start": 3729.46,
                    "end": 3729.66,
                    "word": " over",
                    "probability": 0.87255859375
                },
                {
                    "start": 3729.66,
                    "end": 3730.16,
                    "word": " to",
                    "probability": 0.8935546875
                },
                {
                    "start": 3730.16,
                    "end": 3730.56,
                    "word": " Text",
                    "probability": 0.3037109375
                },
                {
                    "start": 3730.56,
                    "end": 3730.94,
                    "word": " Talk",
                    "probability": 0.468505859375
                },
                {
                    "start": 3730.94,
                    "end": 3731.32,
                    "word": " Track",
                    "probability": 0.50927734375
                },
                {
                    "start": 3731.32,
                    "end": 3731.62,
                    "word": " 1",
                    "probability": 0.701171875
                },
                {
                    "start": 3731.62,
                    "end": 3732.4,
                    "word": ".",
                    "probability": 0.311279296875
                }
            ]
        },
        {
            "id": 636,
            "seek": 368124,
            "start": 3732.72,
            "end": 3739.4,
            "text": " And we can have the presenters answer some of your questions there as well.",
            "tokens": [
                51164,
                400,
                321,
                393,
                362,
                264,
                36987,
                1867,
                512,
                295,
                428,
                1651,
                456,
                382,
                731,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.26506697492940084,
            "compression_ratio": 1.4523809523809523,
            "no_speech_prob": 0.033935546875,
            "words": [
                {
                    "start": 3732.72,
                    "end": 3732.82,
                    "word": " And",
                    "probability": 0.69384765625
                },
                {
                    "start": 3732.82,
                    "end": 3733.72,
                    "word": " we",
                    "probability": 0.88671875
                },
                {
                    "start": 3733.72,
                    "end": 3734.42,
                    "word": " can",
                    "probability": 0.89111328125
                },
                {
                    "start": 3734.42,
                    "end": 3735.42,
                    "word": " have",
                    "probability": 0.88525390625
                },
                {
                    "start": 3735.42,
                    "end": 3736.02,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 3736.02,
                    "end": 3736.76,
                    "word": " presenters",
                    "probability": 0.7080078125
                },
                {
                    "start": 3736.76,
                    "end": 3737.2,
                    "word": " answer",
                    "probability": 0.87646484375
                },
                {
                    "start": 3737.2,
                    "end": 3737.44,
                    "word": " some",
                    "probability": 0.7890625
                },
                {
                    "start": 3737.44,
                    "end": 3737.52,
                    "word": " of",
                    "probability": 0.8818359375
                },
                {
                    "start": 3737.52,
                    "end": 3737.6,
                    "word": " your",
                    "probability": 0.79638671875
                },
                {
                    "start": 3737.6,
                    "end": 3737.94,
                    "word": " questions",
                    "probability": 0.8994140625
                },
                {
                    "start": 3737.94,
                    "end": 3738.22,
                    "word": " there",
                    "probability": 0.8447265625
                },
                {
                    "start": 3738.22,
                    "end": 3738.42,
                    "word": " as",
                    "probability": 0.83349609375
                },
                {
                    "start": 3738.42,
                    "end": 3738.62,
                    "word": " well",
                    "probability": 0.880859375
                },
                {
                    "start": 3738.62,
                    "end": 3739.4,
                    "word": ".",
                    "probability": 0.99365234375
                }
            ]
        },
        {
            "id": 637,
            "seek": 370714,
            "start": 3740.18,
            "end": 3745.86,
            "text": " Right off the bat, I did see a couple of questions. So, if you guys don't mind.",
            "tokens": [
                50414,
                1779,
                766,
                264,
                7362,
                11,
                286,
                630,
                536,
                257,
                1916,
                295,
                1651,
                13,
                407,
                11,
                498,
                291,
                1074,
                500,
                380,
                1575,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2734375074505806,
            "compression_ratio": 1.4074074074074074,
            "no_speech_prob": 0.081298828125,
            "words": [
                {
                    "start": 3740.18,
                    "end": 3740.7,
                    "word": " Right",
                    "probability": 0.2386474609375
                },
                {
                    "start": 3740.7,
                    "end": 3740.92,
                    "word": " off",
                    "probability": 0.78466796875
                },
                {
                    "start": 3740.92,
                    "end": 3741.06,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 3741.06,
                    "end": 3741.28,
                    "word": " bat",
                    "probability": 0.84375
                },
                {
                    "start": 3741.28,
                    "end": 3741.42,
                    "word": ",",
                    "probability": 0.59375
                },
                {
                    "start": 3741.42,
                    "end": 3741.56,
                    "word": " I",
                    "probability": 0.984375
                },
                {
                    "start": 3741.56,
                    "end": 3741.78,
                    "word": " did",
                    "probability": 0.88671875
                },
                {
                    "start": 3741.78,
                    "end": 3742.04,
                    "word": " see",
                    "probability": 0.8212890625
                },
                {
                    "start": 3742.2,
                    "end": 3742.4,
                    "word": " a couple",
                    "probability": 0.7900390625
                },
                {
                    "start": 3742.4,
                    "end": 3742.52,
                    "word": " of",
                    "probability": 0.458740234375
                },
                {
                    "start": 3742.52,
                    "end": 3742.9,
                    "word": " questions",
                    "probability": 0.9091796875
                },
                {
                    "start": 3742.9,
                    "end": 3743.42,
                    "word": ".",
                    "probability": 0.51123046875
                },
                {
                    "start": 3743.42,
                    "end": 3743.42,
                    "word": " So",
                    "probability": 0.81689453125
                },
                {
                    "start": 3743.42,
                    "end": 3743.5,
                    "word": ",",
                    "probability": 0.2264404296875
                },
                {
                    "start": 3743.5,
                    "end": 3743.92,
                    "word": " if",
                    "probability": 0.87451171875
                },
                {
                    "start": 3743.92,
                    "end": 3744.04,
                    "word": " you",
                    "probability": 0.86865234375
                },
                {
                    "start": 3744.04,
                    "end": 3744.76,
                    "word": " guys",
                    "probability": 0.455322265625
                },
                {
                    "start": 3744.76,
                    "end": 3745.02,
                    "word": " don't",
                    "probability": 0.935791015625
                },
                {
                    "start": 3745.02,
                    "end": 3745.34,
                    "word": " mind",
                    "probability": 0.79248046875
                },
                {
                    "start": 3745.34,
                    "end": 3745.86,
                    "word": ".",
                    "probability": 0.6015625
                }
            ]
        },
        {
            "id": 638,
            "seek": 370714,
            "start": 3747.06,
            "end": 3747.88,
            "text": " Okay.",
            "tokens": [
                50814,
                1033,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2734375074505806,
            "compression_ratio": 1.4074074074074074,
            "no_speech_prob": 0.081298828125,
            "words": [
                {
                    "start": 3747.06,
                    "end": 3747.36,
                    "word": " Okay",
                    "probability": 0.0726318359375
                },
                {
                    "start": 3747.36,
                    "end": 3747.88,
                    "word": ".",
                    "probability": 0.64013671875
                }
            ]
        },
        {
            "id": 639,
            "seek": 370714,
            "start": 3752.03,
            "end": 3753.51,
            "text": " Scroll up.",
            "tokens": [
                50914,
                35395,
                493,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2734375074505806,
            "compression_ratio": 1.4074074074074074,
            "no_speech_prob": 0.081298828125,
            "words": [
                {
                    "start": 3752.03,
                    "end": 3752.55,
                    "word": " Scroll",
                    "probability": 0.55615234375
                },
                {
                    "start": 3752.55,
                    "end": 3752.99,
                    "word": " up",
                    "probability": 0.89697265625
                },
                {
                    "start": 3752.99,
                    "end": 3753.51,
                    "word": ".",
                    "probability": 0.95556640625
                }
            ]
        },
        {
            "id": 640,
            "seek": 370714,
            "start": 3757.36,
            "end": 3764.0,
            "text": " The question was, what are some of the major benefits of PurpleSharp versus Atomic Red Team?",
            "tokens": [
                51064,
                440,
                1168,
                390,
                11,
                437,
                366,
                512,
                295,
                264,
                2563,
                5311,
                295,
                28483,
                50,
                5854,
                79,
                5717,
                1711,
                21401,
                4477,
                7606,
                30,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2734375074505806,
            "compression_ratio": 1.4074074074074074,
            "no_speech_prob": 0.081298828125,
            "words": [
                {
                    "start": 3757.36,
                    "end": 3757.88,
                    "word": " The",
                    "probability": 0.79443359375
                },
                {
                    "start": 3757.88,
                    "end": 3758.32,
                    "word": " question",
                    "probability": 0.80078125
                },
                {
                    "start": 3758.32,
                    "end": 3758.84,
                    "word": " was",
                    "probability": 0.89501953125
                },
                {
                    "start": 3758.84,
                    "end": 3759.34,
                    "word": ",",
                    "probability": 0.69384765625
                },
                {
                    "start": 3759.34,
                    "end": 3759.46,
                    "word": " what",
                    "probability": 0.66943359375
                },
                {
                    "start": 3759.46,
                    "end": 3759.6,
                    "word": " are",
                    "probability": 0.89208984375
                },
                {
                    "start": 3759.6,
                    "end": 3759.9,
                    "word": " some",
                    "probability": 0.81494140625
                },
                {
                    "start": 3759.9,
                    "end": 3760.22,
                    "word": " of",
                    "probability": 0.90283203125
                },
                {
                    "start": 3760.22,
                    "end": 3760.36,
                    "word": " the",
                    "probability": 0.81640625
                },
                {
                    "start": 3760.36,
                    "end": 3760.62,
                    "word": " major",
                    "probability": 0.81201171875
                },
                {
                    "start": 3760.62,
                    "end": 3761.18,
                    "word": " benefits",
                    "probability": 0.74072265625
                },
                {
                    "start": 3761.18,
                    "end": 3761.4,
                    "word": " of",
                    "probability": 0.89111328125
                },
                {
                    "start": 3761.4,
                    "end": 3762.12,
                    "word": " PurpleSharp",
                    "probability": 0.75823974609375
                },
                {
                    "start": 3762.12,
                    "end": 3762.5,
                    "word": " versus",
                    "probability": 0.63232421875
                },
                {
                    "start": 3762.5,
                    "end": 3762.96,
                    "word": " Atomic",
                    "probability": 0.89453125
                },
                {
                    "start": 3762.96,
                    "end": 3763.2,
                    "word": " Red",
                    "probability": 0.69287109375
                },
                {
                    "start": 3763.2,
                    "end": 3763.48,
                    "word": " Team",
                    "probability": 0.6865234375
                },
                {
                    "start": 3763.48,
                    "end": 3764.0,
                    "word": "?",
                    "probability": 0.92919921875
                }
            ]
        },
        {
            "id": 641,
            "seek": 370714,
            "start": 3765.52,
            "end": 3768.9,
            "text": " Yeah, okay. That's a great question. So, I think there are different things.",
            "tokens": [
                51464,
                865,
                11,
                1392,
                13,
                663,
                311,
                257,
                869,
                1168,
                13,
                407,
                11,
                286,
                519,
                456,
                366,
                819,
                721,
                13,
                51664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2734375074505806,
            "compression_ratio": 1.4074074074074074,
            "no_speech_prob": 0.081298828125,
            "words": [
                {
                    "start": 3765.52,
                    "end": 3766.04,
                    "word": " Yeah",
                    "probability": 0.74072265625
                },
                {
                    "start": 3766.04,
                    "end": 3766.16,
                    "word": ",",
                    "probability": 0.431396484375
                },
                {
                    "start": 3766.16,
                    "end": 3766.36,
                    "word": " okay",
                    "probability": 0.71728515625
                },
                {
                    "start": 3766.36,
                    "end": 3766.44,
                    "word": ".",
                    "probability": 0.69384765625
                },
                {
                    "start": 3766.46,
                    "end": 3766.98,
                    "word": " That's",
                    "probability": 0.8984375
                },
                {
                    "start": 3767.06,
                    "end": 3767.18,
                    "word": " a great",
                    "probability": 0.63916015625
                },
                {
                    "start": 3767.18,
                    "end": 3767.46,
                    "word": " question",
                    "probability": 0.8017578125
                },
                {
                    "start": 3767.46,
                    "end": 3767.58,
                    "word": ".",
                    "probability": 0.98681640625
                },
                {
                    "start": 3767.58,
                    "end": 3767.68,
                    "word": " So",
                    "probability": 0.87060546875
                },
                {
                    "start": 3767.68,
                    "end": 3767.72,
                    "word": ",",
                    "probability": 0.7763671875
                },
                {
                    "start": 3767.72,
                    "end": 3767.82,
                    "word": " I",
                    "probability": 0.99853515625
                },
                {
                    "start": 3767.82,
                    "end": 3767.96,
                    "word": " think",
                    "probability": 0.81201171875
                },
                {
                    "start": 3767.96,
                    "end": 3768.08,
                    "word": " there",
                    "probability": 0.390625
                },
                {
                    "start": 3768.08,
                    "end": 3768.16,
                    "word": " are",
                    "probability": 0.85302734375
                },
                {
                    "start": 3768.16,
                    "end": 3768.42,
                    "word": " different",
                    "probability": 0.70361328125
                },
                {
                    "start": 3768.42,
                    "end": 3768.76,
                    "word": " things",
                    "probability": 0.73388671875
                },
                {
                    "start": 3768.76,
                    "end": 3768.9,
                    "word": ".",
                    "probability": 0.9638671875
                }
            ]
        },
        {
            "id": 642,
            "seek": 372904,
            "start": 3768.9,
            "end": 3779.6,
            "text": " Atomic Red Team is more a way of describing how to execute the techniques and not really an engine to execute the techniques themselves.",
            "tokens": [
                50364,
                1711,
                21401,
                4477,
                7606,
                307,
                544,
                257,
                636,
                295,
                16141,
                577,
                281,
                14483,
                264,
                7512,
                293,
                406,
                534,
                364,
                2848,
                281,
                14483,
                264,
                7512,
                2969,
                13,
                50864
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20047882439628725,
            "compression_ratio": 1.5680473372781065,
            "no_speech_prob": 0.418212890625,
            "words": [
                {
                    "start": 3768.9,
                    "end": 3769.22,
                    "word": " Atomic",
                    "probability": 0.6768798828125
                },
                {
                    "start": 3769.22,
                    "end": 3769.48,
                    "word": " Red",
                    "probability": 0.51953125
                },
                {
                    "start": 3769.48,
                    "end": 3769.7,
                    "word": " Team",
                    "probability": 0.4736328125
                },
                {
                    "start": 3769.7,
                    "end": 3769.94,
                    "word": " is",
                    "probability": 0.89599609375
                },
                {
                    "start": 3769.94,
                    "end": 3770.32,
                    "word": " more",
                    "probability": 0.8681640625
                },
                {
                    "start": 3770.96,
                    "end": 3771.2,
                    "word": " a way",
                    "probability": 0.90185546875
                },
                {
                    "start": 3771.2,
                    "end": 3771.36,
                    "word": " of",
                    "probability": 0.9013671875
                },
                {
                    "start": 3771.36,
                    "end": 3771.94,
                    "word": " describing",
                    "probability": 0.78759765625
                },
                {
                    "start": 3771.94,
                    "end": 3772.32,
                    "word": " how",
                    "probability": 0.8974609375
                },
                {
                    "start": 3772.32,
                    "end": 3772.52,
                    "word": " to",
                    "probability": 0.91162109375
                },
                {
                    "start": 3772.52,
                    "end": 3772.94,
                    "word": " execute",
                    "probability": 0.88818359375
                },
                {
                    "start": 3772.94,
                    "end": 3773.2,
                    "word": " the",
                    "probability": 0.80322265625
                },
                {
                    "start": 3773.2,
                    "end": 3773.76,
                    "word": " techniques",
                    "probability": 0.82666015625
                },
                {
                    "start": 3773.76,
                    "end": 3775.12,
                    "word": " and",
                    "probability": 0.6142578125
                },
                {
                    "start": 3775.12,
                    "end": 3775.36,
                    "word": " not",
                    "probability": 0.88916015625
                },
                {
                    "start": 3775.36,
                    "end": 3775.74,
                    "word": " really",
                    "probability": 0.78271484375
                },
                {
                    "start": 3775.74,
                    "end": 3776.96,
                    "word": " an",
                    "probability": 0.875
                },
                {
                    "start": 3776.96,
                    "end": 3777.3,
                    "word": " engine",
                    "probability": 0.76953125
                },
                {
                    "start": 3777.3,
                    "end": 3777.54,
                    "word": " to",
                    "probability": 0.90576171875
                },
                {
                    "start": 3777.54,
                    "end": 3777.98,
                    "word": " execute",
                    "probability": 0.88818359375
                },
                {
                    "start": 3777.98,
                    "end": 3778.2,
                    "word": " the",
                    "probability": 0.80712890625
                },
                {
                    "start": 3778.2,
                    "end": 3778.56,
                    "word": " techniques",
                    "probability": 0.81787109375
                },
                {
                    "start": 3778.56,
                    "end": 3779.14,
                    "word": " themselves",
                    "probability": 0.77099609375
                },
                {
                    "start": 3779.14,
                    "end": 3779.6,
                    "word": ".",
                    "probability": 0.80126953125
                }
            ]
        },
        {
            "id": 643,
            "seek": 372904,
            "start": 3779.6,
            "end": 3790.8,
            "text": " Although the Red Canary team is working on Invoke Atomic, which is a partial tool that will be able to execute Atomic Red files.",
            "tokens": [
                50914,
                5780,
                264,
                4477,
                1664,
                822,
                1469,
                307,
                1364,
                322,
                31124,
                2949,
                1711,
                21401,
                11,
                597,
                307,
                257,
                14641,
                2290,
                300,
                486,
                312,
                1075,
                281,
                14483,
                1711,
                21401,
                4477,
                7098,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.20047882439628725,
            "compression_ratio": 1.5680473372781065,
            "no_speech_prob": 0.418212890625,
            "words": [
                {
                    "start": 3779.6,
                    "end": 3780.08,
                    "word": " Although",
                    "probability": 0.90234375
                },
                {
                    "start": 3780.08,
                    "end": 3780.32,
                    "word": " the",
                    "probability": 0.6982421875
                },
                {
                    "start": 3780.32,
                    "end": 3780.54,
                    "word": " Red",
                    "probability": 0.84912109375
                },
                {
                    "start": 3780.54,
                    "end": 3780.76,
                    "word": " Canary",
                    "probability": 0.963623046875
                },
                {
                    "start": 3780.76,
                    "end": 3781.14,
                    "word": " team",
                    "probability": 0.5087890625
                },
                {
                    "start": 3781.14,
                    "end": 3781.66,
                    "word": " is",
                    "probability": 0.8828125
                },
                {
                    "start": 3781.66,
                    "end": 3782.1,
                    "word": " working",
                    "probability": 0.73583984375
                },
                {
                    "start": 3782.1,
                    "end": 3782.54,
                    "word": " on",
                    "probability": 0.892578125
                },
                {
                    "start": 3782.54,
                    "end": 3782.98,
                    "word": " Invoke",
                    "probability": 0.729736328125
                },
                {
                    "start": 3782.98,
                    "end": 3783.38,
                    "word": " Atomic",
                    "probability": 0.86328125
                },
                {
                    "start": 3783.38,
                    "end": 3783.74,
                    "word": ",",
                    "probability": 0.78369140625
                },
                {
                    "start": 3783.74,
                    "end": 3784.0,
                    "word": " which",
                    "probability": 0.919921875
                },
                {
                    "start": 3784.0,
                    "end": 3784.68,
                    "word": " is",
                    "probability": 0.89501953125
                },
                {
                    "start": 3785.38,
                    "end": 3785.74,
                    "word": " a partial",
                    "probability": 0.740234375
                },
                {
                    "start": 3785.74,
                    "end": 3786.14,
                    "word": " tool",
                    "probability": 0.888671875
                },
                {
                    "start": 3786.14,
                    "end": 3786.36,
                    "word": " that",
                    "probability": 0.8779296875
                },
                {
                    "start": 3786.36,
                    "end": 3786.56,
                    "word": " will",
                    "probability": 0.75537109375
                },
                {
                    "start": 3786.56,
                    "end": 3786.76,
                    "word": " be",
                    "probability": 0.8203125
                },
                {
                    "start": 3786.76,
                    "end": 3787.0,
                    "word": " able",
                    "probability": 0.90234375
                },
                {
                    "start": 3787.0,
                    "end": 3787.24,
                    "word": " to",
                    "probability": 0.90625
                },
                {
                    "start": 3787.24,
                    "end": 3787.92,
                    "word": " execute",
                    "probability": 0.88916015625
                },
                {
                    "start": 3787.92,
                    "end": 3788.68,
                    "word": " Atomic",
                    "probability": 0.718994140625
                },
                {
                    "start": 3788.68,
                    "end": 3789.14,
                    "word": " Red",
                    "probability": 0.87548828125
                },
                {
                    "start": 3789.14,
                    "end": 3790.36,
                    "word": " files",
                    "probability": 0.71142578125
                },
                {
                    "start": 3790.36,
                    "end": 3790.8,
                    "word": ".",
                    "probability": 0.97021484375
                }
            ]
        },
        {
            "id": 644,
            "seek": 374690,
            "start": 3790.8,
            "end": 3804.2,
            "text": " But if you ask me the difference between Invoke Atomic and PurpleSharp, I would say running the simulations under the context of a real user and as a child process of explorer.",
            "tokens": [
                50364,
                583,
                498,
                291,
                1029,
                385,
                264,
                2649,
                1296,
                31124,
                2949,
                1711,
                21401,
                293,
                28483,
                50,
                5854,
                79,
                11,
                286,
                576,
                584,
                2614,
                264,
                35138,
                833,
                264,
                4319,
                295,
                257,
                957,
                4195,
                293,
                382,
                257,
                1440,
                1399,
                295,
                39680,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21736391056929866,
            "compression_ratio": 1.4736842105263157,
            "no_speech_prob": 0.1917724609375,
            "words": [
                {
                    "start": 3790.8,
                    "end": 3791.2,
                    "word": " But",
                    "probability": 0.6689453125
                },
                {
                    "start": 3791.2,
                    "end": 3791.58,
                    "word": " if",
                    "probability": 0.76708984375
                },
                {
                    "start": 3791.58,
                    "end": 3791.74,
                    "word": " you",
                    "probability": 0.8955078125
                },
                {
                    "start": 3791.74,
                    "end": 3791.88,
                    "word": " ask",
                    "probability": 0.63427734375
                },
                {
                    "start": 3791.88,
                    "end": 3791.98,
                    "word": " me",
                    "probability": 0.90625
                },
                {
                    "start": 3791.98,
                    "end": 3792.12,
                    "word": " the",
                    "probability": 0.8046875
                },
                {
                    "start": 3792.12,
                    "end": 3792.38,
                    "word": " difference",
                    "probability": 0.65625
                },
                {
                    "start": 3792.38,
                    "end": 3792.82,
                    "word": " between",
                    "probability": 0.75537109375
                },
                {
                    "start": 3792.82,
                    "end": 3793.5,
                    "word": " Invoke",
                    "probability": 0.63818359375
                },
                {
                    "start": 3793.5,
                    "end": 3793.88,
                    "word": " Atomic",
                    "probability": 0.785888671875
                },
                {
                    "start": 3793.88,
                    "end": 3794.12,
                    "word": " and",
                    "probability": 0.876953125
                },
                {
                    "start": 3794.12,
                    "end": 3794.56,
                    "word": " PurpleSharp",
                    "probability": 0.663726806640625
                },
                {
                    "start": 3794.56,
                    "end": 3794.7,
                    "word": ",",
                    "probability": 0.9013671875
                },
                {
                    "start": 3794.7,
                    "end": 3794.82,
                    "word": " I",
                    "probability": 0.99853515625
                },
                {
                    "start": 3794.82,
                    "end": 3794.98,
                    "word": " would",
                    "probability": 0.8447265625
                },
                {
                    "start": 3794.98,
                    "end": 3795.4,
                    "word": " say",
                    "probability": 0.90234375
                },
                {
                    "start": 3795.4,
                    "end": 3796.86,
                    "word": " running",
                    "probability": 0.67578125
                },
                {
                    "start": 3796.86,
                    "end": 3797.04,
                    "word": " the",
                    "probability": 0.7900390625
                },
                {
                    "start": 3797.04,
                    "end": 3797.54,
                    "word": " simulations",
                    "probability": 0.912109375
                },
                {
                    "start": 3797.54,
                    "end": 3798.02,
                    "word": " under",
                    "probability": 0.767578125
                },
                {
                    "start": 3798.02,
                    "end": 3798.26,
                    "word": " the",
                    "probability": 0.798828125
                },
                {
                    "start": 3798.26,
                    "end": 3799.16,
                    "word": " context",
                    "probability": 0.78564453125
                },
                {
                    "start": 3799.16,
                    "end": 3800.82,
                    "word": " of",
                    "probability": 0.482421875
                },
                {
                    "start": 3800.96,
                    "end": 3801.14,
                    "word": " a real",
                    "probability": 0.884765625
                },
                {
                    "start": 3801.14,
                    "end": 3801.58,
                    "word": " user",
                    "probability": 0.81640625
                },
                {
                    "start": 3801.58,
                    "end": 3802.18,
                    "word": " and",
                    "probability": 0.6826171875
                },
                {
                    "start": 3802.18,
                    "end": 3802.44,
                    "word": " as",
                    "probability": 0.9140625
                },
                {
                    "start": 3802.58,
                    "end": 3802.74,
                    "word": " a child",
                    "probability": 0.62939453125
                },
                {
                    "start": 3802.74,
                    "end": 3803.02,
                    "word": " process",
                    "probability": 0.70263671875
                },
                {
                    "start": 3803.02,
                    "end": 3803.22,
                    "word": " of",
                    "probability": 0.884765625
                },
                {
                    "start": 3803.22,
                    "end": 3803.76,
                    "word": " explorer",
                    "probability": 0.317626953125
                },
                {
                    "start": 3803.76,
                    "end": 3804.2,
                    "word": ".",
                    "probability": 0.6728515625
                }
            ]
        },
        {
            "id": 645,
            "seek": 374690,
            "start": 3804.2,
            "end": 3808.66,
            "text": " So, creating that credible simulation, that's something PurpleSharp can do.",
            "tokens": [
                51014,
                407,
                11,
                4084,
                300,
                32757,
                16575,
                11,
                300,
                311,
                746,
                28483,
                50,
                5854,
                79,
                393,
                360,
                13,
                51214
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21736391056929866,
            "compression_ratio": 1.4736842105263157,
            "no_speech_prob": 0.1917724609375,
            "words": [
                {
                    "start": 3804.2,
                    "end": 3804.28,
                    "word": " So",
                    "probability": 0.8828125
                },
                {
                    "start": 3804.28,
                    "end": 3804.4,
                    "word": ",",
                    "probability": 0.17919921875
                },
                {
                    "start": 3804.4,
                    "end": 3804.66,
                    "word": " creating",
                    "probability": 0.80419921875
                },
                {
                    "start": 3804.66,
                    "end": 3804.92,
                    "word": " that",
                    "probability": 0.8798828125
                },
                {
                    "start": 3804.92,
                    "end": 3805.26,
                    "word": " credible",
                    "probability": 0.623046875
                },
                {
                    "start": 3805.26,
                    "end": 3805.9,
                    "word": " simulation",
                    "probability": 0.94140625
                },
                {
                    "start": 3805.9,
                    "end": 3806.26,
                    "word": ",",
                    "probability": 0.80908203125
                },
                {
                    "start": 3806.26,
                    "end": 3806.42,
                    "word": " that's",
                    "probability": 0.935546875
                },
                {
                    "start": 3806.42,
                    "end": 3806.86,
                    "word": " something",
                    "probability": 0.75048828125
                },
                {
                    "start": 3806.86,
                    "end": 3807.62,
                    "word": " PurpleSharp",
                    "probability": 0.883056640625
                },
                {
                    "start": 3807.62,
                    "end": 3807.96,
                    "word": " can",
                    "probability": 0.89697265625
                },
                {
                    "start": 3807.96,
                    "end": 3808.22,
                    "word": " do",
                    "probability": 0.9033203125
                },
                {
                    "start": 3808.22,
                    "end": 3808.66,
                    "word": ".",
                    "probability": 0.98974609375
                }
            ]
        },
        {
            "id": 646,
            "seek": 377690,
            "start": 3808.66,
            "end": 3822.74,
            "text": " Another one is randomness, being able to run a technique against a random host to really identify if your detection controls are working end-to-end across your environment. That's the second one.",
            "tokens": [
                50364,
                3996,
                472,
                307,
                4974,
                1287,
                11,
                885,
                1075,
                281,
                1190,
                257,
                6532,
                1970,
                257,
                4974,
                3975,
                281,
                534,
                5876,
                498,
                428,
                17784,
                9003,
                366,
                1364,
                917,
                12,
                1353,
                12,
                521,
                2108,
                428,
                2823,
                13,
                663,
                311,
                264,
                1150,
                472,
                13,
                51064
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21932165361032252,
            "compression_ratio": 1.5570175438596492,
            "no_speech_prob": 0.0758056640625,
            "words": [
                {
                    "start": 3808.66,
                    "end": 3808.9,
                    "word": " Another",
                    "probability": 0.79296875
                },
                {
                    "start": 3808.9,
                    "end": 3809.14,
                    "word": " one",
                    "probability": 0.7353515625
                },
                {
                    "start": 3809.14,
                    "end": 3809.7,
                    "word": " is",
                    "probability": 0.8984375
                },
                {
                    "start": 3809.7,
                    "end": 3811.12,
                    "word": " randomness",
                    "probability": 0.85400390625
                },
                {
                    "start": 3811.12,
                    "end": 3811.2,
                    "word": ",",
                    "probability": 0.7421875
                },
                {
                    "start": 3811.2,
                    "end": 3811.4,
                    "word": " being",
                    "probability": 0.86767578125
                },
                {
                    "start": 3811.4,
                    "end": 3811.72,
                    "word": " able",
                    "probability": 0.8828125
                },
                {
                    "start": 3811.72,
                    "end": 3812.02,
                    "word": " to",
                    "probability": 0.90869140625
                },
                {
                    "start": 3812.02,
                    "end": 3812.54,
                    "word": " run",
                    "probability": 0.88818359375
                },
                {
                    "start": 3814.12,
                    "end": 3815.12,
                    "word": " a technique",
                    "probability": 0.89453125
                },
                {
                    "start": 3815.12,
                    "end": 3815.44,
                    "word": " against",
                    "probability": 0.88720703125
                },
                {
                    "start": 3815.6,
                    "end": 3815.84,
                    "word": " a random",
                    "probability": 0.70166015625
                },
                {
                    "start": 3815.84,
                    "end": 3816.34,
                    "word": " host",
                    "probability": 0.8408203125
                },
                {
                    "start": 3816.34,
                    "end": 3817.28,
                    "word": " to",
                    "probability": 0.77392578125
                },
                {
                    "start": 3817.28,
                    "end": 3817.58,
                    "word": " really",
                    "probability": 0.79150390625
                },
                {
                    "start": 3817.58,
                    "end": 3818.12,
                    "word": " identify",
                    "probability": 0.88623046875
                },
                {
                    "start": 3818.12,
                    "end": 3818.28,
                    "word": " if",
                    "probability": 0.8349609375
                },
                {
                    "start": 3818.28,
                    "end": 3818.38,
                    "word": " your",
                    "probability": 0.79443359375
                },
                {
                    "start": 3818.38,
                    "end": 3818.66,
                    "word": " detection",
                    "probability": 0.71533203125
                },
                {
                    "start": 3818.66,
                    "end": 3818.98,
                    "word": " controls",
                    "probability": 0.57861328125
                },
                {
                    "start": 3818.98,
                    "end": 3819.16,
                    "word": " are",
                    "probability": 0.89990234375
                },
                {
                    "start": 3819.16,
                    "end": 3819.42,
                    "word": " working",
                    "probability": 0.72314453125
                },
                {
                    "start": 3819.42,
                    "end": 3819.68,
                    "word": " end",
                    "probability": 0.46337890625
                },
                {
                    "start": 3819.68,
                    "end": 3819.8,
                    "word": "-to",
                    "probability": 0.66943359375
                },
                {
                    "start": 3819.8,
                    "end": 3819.96,
                    "word": "-end",
                    "probability": 0.95458984375
                },
                {
                    "start": 3819.96,
                    "end": 3820.26,
                    "word": " across",
                    "probability": 0.70166015625
                },
                {
                    "start": 3820.26,
                    "end": 3820.44,
                    "word": " your",
                    "probability": 0.818359375
                },
                {
                    "start": 3820.44,
                    "end": 3821.24,
                    "word": " environment",
                    "probability": 0.74267578125
                },
                {
                    "start": 3821.24,
                    "end": 3821.4,
                    "word": ".",
                    "probability": 0.69580078125
                },
                {
                    "start": 3821.4,
                    "end": 3821.7,
                    "word": " That's",
                    "probability": 0.910400390625
                },
                {
                    "start": 3821.7,
                    "end": 3821.84,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 3821.84,
                    "end": 3822.12,
                    "word": " second",
                    "probability": 0.794921875
                },
                {
                    "start": 3822.12,
                    "end": 3822.46,
                    "word": " one",
                    "probability": 0.81982421875
                },
                {
                    "start": 3822.46,
                    "end": 3822.74,
                    "word": ".",
                    "probability": 0.9306640625
                }
            ]
        },
        {
            "id": 647,
            "seek": 377690,
            "start": 3822.74,
            "end": 3833.56,
            "text": " And I guess the third one would be just simplicity. Maybe you can run simple binary that you can just copy on a host and run simulations from.",
            "tokens": [
                51064,
                400,
                286,
                2041,
                264,
                2636,
                472,
                576,
                312,
                445,
                25632,
                13,
                2704,
                291,
                393,
                1190,
                2199,
                17434,
                300,
                291,
                393,
                445,
                5055,
                322,
                257,
                3975,
                293,
                1190,
                35138,
                490,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21932165361032252,
            "compression_ratio": 1.5570175438596492,
            "no_speech_prob": 0.0758056640625,
            "words": [
                {
                    "start": 3822.74,
                    "end": 3822.98,
                    "word": " And",
                    "probability": 0.8935546875
                },
                {
                    "start": 3822.98,
                    "end": 3823.1,
                    "word": " I",
                    "probability": 0.97998046875
                },
                {
                    "start": 3823.1,
                    "end": 3823.26,
                    "word": " guess",
                    "probability": 0.91064453125
                },
                {
                    "start": 3823.26,
                    "end": 3823.4,
                    "word": " the",
                    "probability": 0.7646484375
                },
                {
                    "start": 3823.4,
                    "end": 3823.6,
                    "word": " third",
                    "probability": 0.84912109375
                },
                {
                    "start": 3823.6,
                    "end": 3823.8,
                    "word": " one",
                    "probability": 0.80859375
                },
                {
                    "start": 3823.8,
                    "end": 3823.96,
                    "word": " would",
                    "probability": 0.7548828125
                },
                {
                    "start": 3823.96,
                    "end": 3824.2,
                    "word": " be",
                    "probability": 0.8994140625
                },
                {
                    "start": 3824.2,
                    "end": 3824.56,
                    "word": " just",
                    "probability": 0.88330078125
                },
                {
                    "start": 3824.56,
                    "end": 3826.08,
                    "word": " simplicity",
                    "probability": 0.83642578125
                },
                {
                    "start": 3826.08,
                    "end": 3826.52,
                    "word": ".",
                    "probability": 0.89111328125
                },
                {
                    "start": 3826.52,
                    "end": 3826.74,
                    "word": " Maybe",
                    "probability": 0.677734375
                },
                {
                    "start": 3826.74,
                    "end": 3826.92,
                    "word": " you",
                    "probability": 0.88525390625
                },
                {
                    "start": 3826.92,
                    "end": 3827.04,
                    "word": " can",
                    "probability": 0.8935546875
                },
                {
                    "start": 3827.04,
                    "end": 3827.84,
                    "word": " run",
                    "probability": 0.306640625
                },
                {
                    "start": 3827.84,
                    "end": 3828.72,
                    "word": " simple",
                    "probability": 0.7890625
                },
                {
                    "start": 3828.72,
                    "end": 3829.1,
                    "word": " binary",
                    "probability": 0.7099609375
                },
                {
                    "start": 3829.1,
                    "end": 3829.42,
                    "word": " that",
                    "probability": 0.83837890625
                },
                {
                    "start": 3829.42,
                    "end": 3829.54,
                    "word": " you",
                    "probability": 0.896484375
                },
                {
                    "start": 3829.54,
                    "end": 3829.66,
                    "word": " can",
                    "probability": 0.89501953125
                },
                {
                    "start": 3829.66,
                    "end": 3829.9,
                    "word": " just",
                    "probability": 0.89013671875
                },
                {
                    "start": 3829.9,
                    "end": 3830.48,
                    "word": " copy",
                    "probability": 0.82666015625
                },
                {
                    "start": 3830.48,
                    "end": 3831.12,
                    "word": " on",
                    "probability": 0.9091796875
                },
                {
                    "start": 3831.46,
                    "end": 3831.76,
                    "word": " a host",
                    "probability": 0.82421875
                },
                {
                    "start": 3831.76,
                    "end": 3831.92,
                    "word": " and",
                    "probability": 0.88134765625
                },
                {
                    "start": 3831.92,
                    "end": 3832.14,
                    "word": " run",
                    "probability": 0.9169921875
                },
                {
                    "start": 3832.14,
                    "end": 3832.58,
                    "word": " simulations",
                    "probability": 0.9423828125
                },
                {
                    "start": 3832.58,
                    "end": 3833.0,
                    "word": " from",
                    "probability": 0.82080078125
                },
                {
                    "start": 3833.0,
                    "end": 3833.56,
                    "word": ".",
                    "probability": 0.9931640625
                }
            ]
        },
        {
            "id": 648,
            "seek": 377690,
            "start": 3836.23,
            "end": 3838.65,
            "text": " Very good. Cool.",
            "tokens": [
                51664,
                4372,
                665,
                13,
                8561,
                13,
                51764
            ],
            "temperature": 0.0,
            "avg_logprob": -0.21932165361032252,
            "compression_ratio": 1.5570175438596492,
            "no_speech_prob": 0.0758056640625,
            "words": [
                {
                    "start": 3836.23,
                    "end": 3836.79,
                    "word": " Very",
                    "probability": 0.23876953125
                },
                {
                    "start": 3836.79,
                    "end": 3837.07,
                    "word": " good",
                    "probability": 0.8740234375
                },
                {
                    "start": 3837.07,
                    "end": 3837.55,
                    "word": ".",
                    "probability": 0.7451171875
                },
                {
                    "start": 3837.57,
                    "end": 3838.13,
                    "word": " Cool",
                    "probability": 0.8046875
                },
                {
                    "start": 3838.13,
                    "end": 3838.65,
                    "word": ".",
                    "probability": 0.99853515625
                }
            ]
        },
        {
            "id": 649,
            "seek": 380690,
            "start": 3840.85,
            "end": 3844.57,
            "text": " I think that's it for the questions for now.",
            "tokens": [
                50364,
                286,
                519,
                300,
                311,
                309,
                337,
                264,
                1651,
                337,
                586,
                13,
                50564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3840.85,
                    "end": 3841.33,
                    "word": " I",
                    "probability": 0.7236328125
                },
                {
                    "start": 3841.33,
                    "end": 3841.81,
                    "word": " think",
                    "probability": 0.80322265625
                },
                {
                    "start": 3841.81,
                    "end": 3842.21,
                    "word": " that's",
                    "probability": 0.93359375
                },
                {
                    "start": 3842.21,
                    "end": 3842.41,
                    "word": " it",
                    "probability": 0.9052734375
                },
                {
                    "start": 3842.41,
                    "end": 3842.83,
                    "word": " for",
                    "probability": 0.87109375
                },
                {
                    "start": 3842.83,
                    "end": 3843.05,
                    "word": " the",
                    "probability": 0.814453125
                },
                {
                    "start": 3843.05,
                    "end": 3843.53,
                    "word": " questions",
                    "probability": 0.76220703125
                },
                {
                    "start": 3843.53,
                    "end": 3843.77,
                    "word": " for",
                    "probability": 0.87841796875
                },
                {
                    "start": 3843.77,
                    "end": 3844.09,
                    "word": " now",
                    "probability": 0.904296875
                },
                {
                    "start": 3844.09,
                    "end": 3844.57,
                    "word": ".",
                    "probability": 0.89990234375
                }
            ]
        },
        {
            "id": 650,
            "seek": 380690,
            "start": 3845.39,
            "end": 3846.65,
            "text": " Oh, here we go.",
            "tokens": [
                50564,
                876,
                11,
                510,
                321,
                352,
                13,
                50664
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3845.39,
                    "end": 3845.65,
                    "word": " Oh",
                    "probability": 0.243896484375
                },
                {
                    "start": 3845.65,
                    "end": 3845.69,
                    "word": ",",
                    "probability": 0.85546875
                },
                {
                    "start": 3845.69,
                    "end": 3845.83,
                    "word": " here",
                    "probability": 0.74658203125
                },
                {
                    "start": 3845.83,
                    "end": 3845.95,
                    "word": " we",
                    "probability": 0.89306640625
                },
                {
                    "start": 3845.95,
                    "end": 3846.17,
                    "word": " go",
                    "probability": 0.90478515625
                },
                {
                    "start": 3846.17,
                    "end": 3846.65,
                    "word": ".",
                    "probability": 0.966796875
                }
            ]
        },
        {
            "id": 651,
            "seek": 380690,
            "start": 3847.07,
            "end": 3851.01,
            "text": " Did you guys teach a course on this during this week?",
            "tokens": [
                50664,
                2589,
                291,
                1074,
                2924,
                257,
                1164,
                322,
                341,
                1830,
                341,
                1243,
                30,
                50914
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3847.07,
                    "end": 3847.55,
                    "word": " Did",
                    "probability": 0.84716796875
                },
                {
                    "start": 3847.55,
                    "end": 3847.67,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3847.67,
                    "end": 3847.87,
                    "word": " guys",
                    "probability": 0.888671875
                },
                {
                    "start": 3847.87,
                    "end": 3848.19,
                    "word": " teach",
                    "probability": 0.84765625
                },
                {
                    "start": 3848.35,
                    "end": 3848.73,
                    "word": " a course",
                    "probability": 0.85498046875
                },
                {
                    "start": 3848.73,
                    "end": 3849.33,
                    "word": " on",
                    "probability": 0.8935546875
                },
                {
                    "start": 3849.33,
                    "end": 3849.57,
                    "word": " this",
                    "probability": 0.873046875
                },
                {
                    "start": 3849.57,
                    "end": 3849.89,
                    "word": " during",
                    "probability": 0.394775390625
                },
                {
                    "start": 3849.89,
                    "end": 3850.19,
                    "word": " this",
                    "probability": 0.8720703125
                },
                {
                    "start": 3850.19,
                    "end": 3850.53,
                    "word": " week",
                    "probability": 0.84375
                },
                {
                    "start": 3850.53,
                    "end": 3851.01,
                    "word": "?",
                    "probability": 0.9892578125
                }
            ]
        },
        {
            "id": 652,
            "seek": 380690,
            "start": 3852.17,
            "end": 3856.21,
            "text": " No, we didn't. But maybe that's a good idea. Maybe we can do that on the next one.",
            "tokens": [
                50914,
                883,
                11,
                321,
                994,
                380,
                13,
                583,
                1310,
                300,
                311,
                257,
                665,
                1558,
                13,
                2704,
                321,
                393,
                360,
                300,
                322,
                264,
                958,
                472,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3852.17,
                    "end": 3852.65,
                    "word": " No",
                    "probability": 0.463623046875
                },
                {
                    "start": 3852.65,
                    "end": 3852.77,
                    "word": ",",
                    "probability": 0.90185546875
                },
                {
                    "start": 3852.77,
                    "end": 3852.91,
                    "word": " we",
                    "probability": 0.89990234375
                },
                {
                    "start": 3852.91,
                    "end": 3853.19,
                    "word": " didn't",
                    "probability": 0.919921875
                },
                {
                    "start": 3853.19,
                    "end": 3853.25,
                    "word": ".",
                    "probability": 0.437255859375
                },
                {
                    "start": 3853.25,
                    "end": 3853.41,
                    "word": " But",
                    "probability": 0.88134765625
                },
                {
                    "start": 3853.41,
                    "end": 3853.63,
                    "word": " maybe",
                    "probability": 0.830078125
                },
                {
                    "start": 3853.63,
                    "end": 3853.83,
                    "word": " that's",
                    "probability": 0.9296875
                },
                {
                    "start": 3853.91,
                    "end": 3854.05,
                    "word": " a good",
                    "probability": 0.52197265625
                },
                {
                    "start": 3854.05,
                    "end": 3854.29,
                    "word": " idea",
                    "probability": 0.76904296875
                },
                {
                    "start": 3854.29,
                    "end": 3854.43,
                    "word": ".",
                    "probability": 0.9140625
                },
                {
                    "start": 3854.43,
                    "end": 3854.57,
                    "word": " Maybe",
                    "probability": 0.8486328125
                },
                {
                    "start": 3854.57,
                    "end": 3854.71,
                    "word": " we",
                    "probability": 0.89697265625
                },
                {
                    "start": 3854.71,
                    "end": 3854.85,
                    "word": " can",
                    "probability": 0.8955078125
                },
                {
                    "start": 3854.85,
                    "end": 3855.01,
                    "word": " do",
                    "probability": 0.90576171875
                },
                {
                    "start": 3855.01,
                    "end": 3855.17,
                    "word": " that",
                    "probability": 0.85546875
                },
                {
                    "start": 3855.17,
                    "end": 3855.27,
                    "word": " on",
                    "probability": 0.69384765625
                },
                {
                    "start": 3855.27,
                    "end": 3855.39,
                    "word": " the",
                    "probability": 0.81689453125
                },
                {
                    "start": 3855.39,
                    "end": 3855.61,
                    "word": " next",
                    "probability": 0.85205078125
                },
                {
                    "start": 3855.61,
                    "end": 3855.83,
                    "word": " one",
                    "probability": 0.81640625
                },
                {
                    "start": 3855.83,
                    "end": 3856.21,
                    "word": ".",
                    "probability": 0.450439453125
                }
            ]
        },
        {
            "id": 653,
            "seek": 380690,
            "start": 3856.21,
            "end": 3858.59,
            "text": " That will be fun. Yeah, definitely.",
            "tokens": [
                51164,
                663,
                486,
                312,
                1019,
                13,
                865,
                11,
                2138,
                13,
                51264
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3856.21,
                    "end": 3856.21,
                    "word": " That",
                    "probability": 0.38671875
                },
                {
                    "start": 3856.21,
                    "end": 3857.03,
                    "word": " will",
                    "probability": 0.53955078125
                },
                {
                    "start": 3857.03,
                    "end": 3857.19,
                    "word": " be",
                    "probability": 0.90673828125
                },
                {
                    "start": 3857.19,
                    "end": 3857.51,
                    "word": " fun",
                    "probability": 0.890625
                },
                {
                    "start": 3857.51,
                    "end": 3857.69,
                    "word": ".",
                    "probability": 0.9208984375
                },
                {
                    "start": 3857.69,
                    "end": 3857.83,
                    "word": " Yeah",
                    "probability": 0.6416015625
                },
                {
                    "start": 3857.83,
                    "end": 3857.83,
                    "word": ",",
                    "probability": 0.84765625
                },
                {
                    "start": 3857.83,
                    "end": 3858.11,
                    "word": " definitely",
                    "probability": 0.66650390625
                },
                {
                    "start": 3858.11,
                    "end": 3858.59,
                    "word": ".",
                    "probability": 0.9501953125
                }
            ]
        },
        {
            "id": 654,
            "seek": 380690,
            "start": 3859.09,
            "end": 3861.63,
            "text": " I know we had fun doing the demos.",
            "tokens": [
                51264,
                286,
                458,
                321,
                632,
                1019,
                884,
                264,
                33788,
                13,
                51414
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3859.09,
                    "end": 3859.25,
                    "word": " I",
                    "probability": 0.78125
                },
                {
                    "start": 3859.25,
                    "end": 3859.45,
                    "word": " know",
                    "probability": 0.76513671875
                },
                {
                    "start": 3859.45,
                    "end": 3859.65,
                    "word": " we",
                    "probability": 0.876953125
                },
                {
                    "start": 3859.65,
                    "end": 3859.87,
                    "word": " had",
                    "probability": 0.81689453125
                },
                {
                    "start": 3859.87,
                    "end": 3860.25,
                    "word": " fun",
                    "probability": 0.91015625
                },
                {
                    "start": 3860.25,
                    "end": 3860.63,
                    "word": " doing",
                    "probability": 0.904296875
                },
                {
                    "start": 3860.63,
                    "end": 3860.81,
                    "word": " the",
                    "probability": 0.80859375
                },
                {
                    "start": 3860.81,
                    "end": 3861.15,
                    "word": " demos",
                    "probability": 0.79638671875
                },
                {
                    "start": 3861.15,
                    "end": 3861.63,
                    "word": ".",
                    "probability": 0.68701171875
                }
            ]
        },
        {
            "id": 655,
            "seek": 380690,
            "start": 3861.91,
            "end": 3864.23,
            "text": " Yeah, too much.",
            "tokens": [
                51414,
                865,
                11,
                886,
                709,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3861.91,
                    "end": 3862.39,
                    "word": " Yeah",
                    "probability": 0.392822265625
                },
                {
                    "start": 3862.39,
                    "end": 3862.99,
                    "word": ",",
                    "probability": 0.479248046875
                },
                {
                    "start": 3862.99,
                    "end": 3863.41,
                    "word": " too",
                    "probability": 0.5673828125
                },
                {
                    "start": 3863.41,
                    "end": 3863.75,
                    "word": " much",
                    "probability": 0.818359375
                },
                {
                    "start": 3863.75,
                    "end": 3864.23,
                    "word": ".",
                    "probability": 0.8955078125
                }
            ]
        },
        {
            "id": 656,
            "seek": 380690,
            "start": 3864.93,
            "end": 3865.89,
            "text": " Too much.",
            "tokens": [
                51564,
                11395,
                709,
                13,
                51614
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3864.93,
                    "end": 3865.17,
                    "word": " Too",
                    "probability": 0.30517578125
                },
                {
                    "start": 3865.17,
                    "end": 3865.41,
                    "word": " much",
                    "probability": 0.80908203125
                },
                {
                    "start": 3865.41,
                    "end": 3865.89,
                    "word": ".",
                    "probability": 0.9365234375
                }
            ]
        },
        {
            "id": 657,
            "seek": 380690,
            "start": 3866.09,
            "end": 3869.27,
            "text": " Maybe something in the future that you can do a workshop.",
            "tokens": [
                51614,
                2704,
                746,
                294,
                264,
                2027,
                300,
                291,
                393,
                360,
                257,
                13541,
                13,
                51814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.25880683091553774,
            "compression_ratio": 1.5855855855855856,
            "no_speech_prob": 0.00843048095703125,
            "words": [
                {
                    "start": 3866.09,
                    "end": 3866.35,
                    "word": " Maybe",
                    "probability": 0.8955078125
                },
                {
                    "start": 3866.35,
                    "end": 3867.07,
                    "word": " something",
                    "probability": 0.66845703125
                },
                {
                    "start": 3867.07,
                    "end": 3867.23,
                    "word": " in",
                    "probability": 0.896484375
                },
                {
                    "start": 3867.23,
                    "end": 3867.33,
                    "word": " the",
                    "probability": 0.810546875
                },
                {
                    "start": 3867.33,
                    "end": 3867.57,
                    "word": " future",
                    "probability": 0.93310546875
                },
                {
                    "start": 3867.57,
                    "end": 3867.75,
                    "word": " that",
                    "probability": 0.73193359375
                },
                {
                    "start": 3867.75,
                    "end": 3867.85,
                    "word": " you",
                    "probability": 0.7568359375
                },
                {
                    "start": 3867.85,
                    "end": 3867.97,
                    "word": " can",
                    "probability": 0.72509765625
                },
                {
                    "start": 3867.97,
                    "end": 3868.17,
                    "word": " do",
                    "probability": 0.90625
                },
                {
                    "start": 3868.53,
                    "end": 3868.91,
                    "word": " a workshop",
                    "probability": 0.64794921875
                },
                {
                    "start": 3868.91,
                    "end": 3869.27,
                    "word": ".",
                    "probability": 0.80322265625
                }
            ]
        },
        {
            "id": 658,
            "seek": 382210,
            "start": 3872.35,
            "end": 3883.15,
            "text": " Yeah, I think that's it for this. And if you guys don't mind sticking around for a little bit and let's talk track one.",
            "tokens": [
                50414,
                865,
                11,
                286,
                519,
                300,
                311,
                309,
                337,
                341,
                13,
                400,
                498,
                291,
                1074,
                500,
                380,
                1575,
                13465,
                926,
                337,
                257,
                707,
                857,
                293,
                718,
                311,
                751,
                2837,
                472,
                13,
                50964
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2848958439297146,
            "compression_ratio": 1.2377049180327868,
            "no_speech_prob": 0.07049560546875,
            "words": [
                {
                    "start": 3872.35,
                    "end": 3872.99,
                    "word": " Yeah",
                    "probability": 0.56787109375
                },
                {
                    "start": 3872.99,
                    "end": 3873.07,
                    "word": ",",
                    "probability": 0.953125
                },
                {
                    "start": 3873.07,
                    "end": 3873.15,
                    "word": " I",
                    "probability": 0.990234375
                },
                {
                    "start": 3873.15,
                    "end": 3873.31,
                    "word": " think",
                    "probability": 0.8115234375
                },
                {
                    "start": 3873.31,
                    "end": 3873.65,
                    "word": " that's",
                    "probability": 0.9345703125
                },
                {
                    "start": 3873.65,
                    "end": 3873.89,
                    "word": " it",
                    "probability": 0.90625
                },
                {
                    "start": 3873.89,
                    "end": 3874.65,
                    "word": " for",
                    "probability": 0.86865234375
                },
                {
                    "start": 3874.65,
                    "end": 3875.05,
                    "word": " this",
                    "probability": 0.87890625
                },
                {
                    "start": 3875.05,
                    "end": 3875.57,
                    "word": ".",
                    "probability": 0.230224609375
                },
                {
                    "start": 3875.57,
                    "end": 3875.61,
                    "word": " And",
                    "probability": 0.63037109375
                },
                {
                    "start": 3875.61,
                    "end": 3877.61,
                    "word": " if",
                    "probability": 0.79345703125
                },
                {
                    "start": 3877.61,
                    "end": 3877.73,
                    "word": " you",
                    "probability": 0.89208984375
                },
                {
                    "start": 3877.73,
                    "end": 3877.93,
                    "word": " guys",
                    "probability": 0.890625
                },
                {
                    "start": 3877.93,
                    "end": 3878.15,
                    "word": " don't",
                    "probability": 0.950439453125
                },
                {
                    "start": 3878.15,
                    "end": 3878.45,
                    "word": " mind",
                    "probability": 0.79248046875
                },
                {
                    "start": 3878.45,
                    "end": 3879.55,
                    "word": " sticking",
                    "probability": 0.6572265625
                },
                {
                    "start": 3879.55,
                    "end": 3879.93,
                    "word": " around",
                    "probability": 0.8759765625
                },
                {
                    "start": 3879.93,
                    "end": 3880.19,
                    "word": " for",
                    "probability": 0.88916015625
                },
                {
                    "start": 3880.31,
                    "end": 3880.41,
                    "word": " a little",
                    "probability": 0.79736328125
                },
                {
                    "start": 3880.41,
                    "end": 3880.67,
                    "word": " bit",
                    "probability": 0.89697265625
                },
                {
                    "start": 3880.67,
                    "end": 3880.97,
                    "word": " and",
                    "probability": 0.61279296875
                },
                {
                    "start": 3880.97,
                    "end": 3881.79,
                    "word": " let's",
                    "probability": 0.58758544921875
                },
                {
                    "start": 3881.79,
                    "end": 3882.11,
                    "word": " talk",
                    "probability": 0.75732421875
                },
                {
                    "start": 3882.11,
                    "end": 3882.47,
                    "word": " track",
                    "probability": 0.630859375
                },
                {
                    "start": 3882.47,
                    "end": 3882.81,
                    "word": " one",
                    "probability": 0.71826171875
                },
                {
                    "start": 3882.81,
                    "end": 3883.15,
                    "word": ".",
                    "probability": 0.61328125
                }
            ]
        },
        {
            "id": 659,
            "seek": 382210,
            "start": 3883.15,
            "end": 3883.77,
            "text": " Sure.",
            "tokens": [
                50964,
                4894,
                13,
                51014
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2848958439297146,
            "compression_ratio": 1.2377049180327868,
            "no_speech_prob": 0.07049560546875,
            "words": [
                {
                    "start": 3883.15,
                    "end": 3883.15,
                    "word": " Sure",
                    "probability": 0.18603515625
                },
                {
                    "start": 3883.15,
                    "end": 3883.77,
                    "word": ".",
                    "probability": 0.86279296875
                }
            ]
        },
        {
            "id": 660,
            "seek": 382210,
            "start": 3883.77,
            "end": 3885.71,
            "text": " If people have questions.",
            "tokens": [
                51014,
                759,
                561,
                362,
                1651,
                13,
                51114
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2848958439297146,
            "compression_ratio": 1.2377049180327868,
            "no_speech_prob": 0.07049560546875,
            "words": [
                {
                    "start": 3883.77,
                    "end": 3884.17,
                    "word": " If",
                    "probability": 0.505859375
                },
                {
                    "start": 3884.17,
                    "end": 3884.49,
                    "word": " people",
                    "probability": 0.6474609375
                },
                {
                    "start": 3884.49,
                    "end": 3884.65,
                    "word": " have",
                    "probability": 0.84814453125
                },
                {
                    "start": 3884.65,
                    "end": 3885.07,
                    "word": " questions",
                    "probability": 0.87255859375
                },
                {
                    "start": 3885.07,
                    "end": 3885.71,
                    "word": ".",
                    "probability": 0.80517578125
                }
            ]
        },
        {
            "id": 661,
            "seek": 384564,
            "start": 3885.71,
            "end": 3893.41,
            "text": " So one last thing is just I'll be posting the links of all the demos right after this. So check out our Twitter.",
            "tokens": [
                50364,
                407,
                472,
                1036,
                551,
                307,
                445,
                286,
                603,
                312,
                15978,
                264,
                6123,
                295,
                439,
                264,
                33788,
                558,
                934,
                341,
                13,
                407,
                1520,
                484,
                527,
                5794,
                13,
                50814
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2351017504237419,
            "compression_ratio": 1.4902912621359223,
            "no_speech_prob": 0.2279052734375,
            "words": [
                {
                    "start": 3885.71,
                    "end": 3886.17,
                    "word": " So",
                    "probability": 0.7587890625
                },
                {
                    "start": 3886.17,
                    "end": 3886.37,
                    "word": " one",
                    "probability": 0.7451171875
                },
                {
                    "start": 3886.37,
                    "end": 3886.57,
                    "word": " last",
                    "probability": 0.81787109375
                },
                {
                    "start": 3886.57,
                    "end": 3886.73,
                    "word": " thing",
                    "probability": 0.82568359375
                },
                {
                    "start": 3886.73,
                    "end": 3886.89,
                    "word": " is",
                    "probability": 0.798828125
                },
                {
                    "start": 3886.89,
                    "end": 3887.11,
                    "word": " just",
                    "probability": 0.73876953125
                },
                {
                    "start": 3887.11,
                    "end": 3887.39,
                    "word": " I'll",
                    "probability": 0.91748046875
                },
                {
                    "start": 3887.39,
                    "end": 3887.53,
                    "word": " be",
                    "probability": 0.90380859375
                },
                {
                    "start": 3887.53,
                    "end": 3887.87,
                    "word": " posting",
                    "probability": 0.7998046875
                },
                {
                    "start": 3887.87,
                    "end": 3888.19,
                    "word": " the",
                    "probability": 0.806640625
                },
                {
                    "start": 3888.19,
                    "end": 3889.41,
                    "word": " links",
                    "probability": 0.2200927734375
                },
                {
                    "start": 3889.41,
                    "end": 3889.71,
                    "word": " of",
                    "probability": 0.9033203125
                },
                {
                    "start": 3889.71,
                    "end": 3889.89,
                    "word": " all",
                    "probability": 0.9013671875
                },
                {
                    "start": 3889.89,
                    "end": 3890.03,
                    "word": " the",
                    "probability": 0.81787109375
                },
                {
                    "start": 3890.03,
                    "end": 3890.39,
                    "word": " demos",
                    "probability": 0.84033203125
                },
                {
                    "start": 3890.39,
                    "end": 3890.89,
                    "word": " right",
                    "probability": 0.87060546875
                },
                {
                    "start": 3890.89,
                    "end": 3891.15,
                    "word": " after",
                    "probability": 0.71533203125
                },
                {
                    "start": 3891.15,
                    "end": 3891.61,
                    "word": " this",
                    "probability": 0.8896484375
                },
                {
                    "start": 3891.61,
                    "end": 3891.75,
                    "word": ".",
                    "probability": 0.321533203125
                },
                {
                    "start": 3891.75,
                    "end": 3892.05,
                    "word": " So",
                    "probability": 0.88623046875
                },
                {
                    "start": 3892.05,
                    "end": 3892.29,
                    "word": " check",
                    "probability": 0.80712890625
                },
                {
                    "start": 3892.29,
                    "end": 3892.41,
                    "word": " out",
                    "probability": 0.79052734375
                },
                {
                    "start": 3892.41,
                    "end": 3892.61,
                    "word": " our",
                    "probability": 0.81005859375
                },
                {
                    "start": 3892.61,
                    "end": 3892.97,
                    "word": " Twitter",
                    "probability": 0.76123046875
                },
                {
                    "start": 3892.97,
                    "end": 3893.41,
                    "word": ".",
                    "probability": 0.208251953125
                }
            ]
        },
        {
            "id": 662,
            "seek": 384564,
            "start": 3894.93,
            "end": 3901.03,
            "text": " And you'll be able to watch all the third last demo, which was also really cool. We didn't get a chance to.",
            "tokens": [
                50814,
                400,
                291,
                603,
                312,
                1075,
                281,
                1159,
                439,
                264,
                2636,
                1036,
                10723,
                11,
                597,
                390,
                611,
                534,
                1627,
                13,
                492,
                994,
                380,
                483,
                257,
                2931,
                281,
                13,
                51164
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2351017504237419,
            "compression_ratio": 1.4902912621359223,
            "no_speech_prob": 0.2279052734375,
            "words": [
                {
                    "start": 3894.93,
                    "end": 3895.37,
                    "word": " And",
                    "probability": 0.87548828125
                },
                {
                    "start": 3895.37,
                    "end": 3895.77,
                    "word": " you'll",
                    "probability": 0.89404296875
                },
                {
                    "start": 3895.77,
                    "end": 3895.85,
                    "word": " be",
                    "probability": 0.912109375
                },
                {
                    "start": 3895.85,
                    "end": 3895.99,
                    "word": " able",
                    "probability": 0.89111328125
                },
                {
                    "start": 3895.99,
                    "end": 3896.17,
                    "word": " to",
                    "probability": 0.90673828125
                },
                {
                    "start": 3896.17,
                    "end": 3896.47,
                    "word": " watch",
                    "probability": 0.81396484375
                },
                {
                    "start": 3896.47,
                    "end": 3896.69,
                    "word": " all",
                    "probability": 0.63525390625
                },
                {
                    "start": 3896.69,
                    "end": 3896.97,
                    "word": " the",
                    "probability": 0.4599609375
                },
                {
                    "start": 3896.97,
                    "end": 3897.91,
                    "word": " third",
                    "probability": 0.595703125
                },
                {
                    "start": 3897.91,
                    "end": 3898.29,
                    "word": " last",
                    "probability": 0.60009765625
                },
                {
                    "start": 3898.29,
                    "end": 3898.55,
                    "word": " demo",
                    "probability": 0.77197265625
                },
                {
                    "start": 3898.55,
                    "end": 3898.67,
                    "word": ",",
                    "probability": 0.712890625
                },
                {
                    "start": 3898.67,
                    "end": 3898.77,
                    "word": " which",
                    "probability": 0.9130859375
                },
                {
                    "start": 3898.77,
                    "end": 3898.95,
                    "word": " was",
                    "probability": 0.8974609375
                },
                {
                    "start": 3898.95,
                    "end": 3899.15,
                    "word": " also",
                    "probability": 0.82177734375
                },
                {
                    "start": 3899.15,
                    "end": 3899.37,
                    "word": " really",
                    "probability": 0.78173828125
                },
                {
                    "start": 3899.37,
                    "end": 3899.63,
                    "word": " cool",
                    "probability": 0.88916015625
                },
                {
                    "start": 3899.63,
                    "end": 3899.73,
                    "word": ".",
                    "probability": 0.51904296875
                },
                {
                    "start": 3899.73,
                    "end": 3899.81,
                    "word": " We",
                    "probability": 0.8701171875
                },
                {
                    "start": 3899.81,
                    "end": 3899.97,
                    "word": " didn't",
                    "probability": 0.9150390625
                },
                {
                    "start": 3899.97,
                    "end": 3900.09,
                    "word": " get",
                    "probability": 0.8896484375
                },
                {
                    "start": 3900.23,
                    "end": 3900.45,
                    "word": " a chance",
                    "probability": 0.92041015625
                },
                {
                    "start": 3900.45,
                    "end": 3900.59,
                    "word": " to",
                    "probability": 0.8095703125
                },
                {
                    "start": 3900.59,
                    "end": 3901.03,
                    "word": ".",
                    "probability": 0.90478515625
                }
            ]
        },
        {
            "id": 663,
            "seek": 384564,
            "start": 3902.21,
            "end": 3906.07,
            "text": " Cool. Very good. Thank you guys again. I appreciate it.",
            "tokens": [
                51164,
                8561,
                13,
                4372,
                665,
                13,
                1044,
                291,
                1074,
                797,
                13,
                286,
                4449,
                309,
                13,
                51364
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2351017504237419,
            "compression_ratio": 1.4902912621359223,
            "no_speech_prob": 0.2279052734375,
            "words": [
                {
                    "start": 3902.21,
                    "end": 3902.65,
                    "word": " Cool",
                    "probability": 0.442138671875
                },
                {
                    "start": 3902.65,
                    "end": 3902.81,
                    "word": ".",
                    "probability": 0.5498046875
                },
                {
                    "start": 3902.81,
                    "end": 3903.03,
                    "word": " Very",
                    "probability": 0.7744140625
                },
                {
                    "start": 3903.03,
                    "end": 3903.21,
                    "word": " good",
                    "probability": 0.8759765625
                },
                {
                    "start": 3903.21,
                    "end": 3903.43,
                    "word": ".",
                    "probability": 0.9873046875
                },
                {
                    "start": 3903.43,
                    "end": 3903.67,
                    "word": " Thank",
                    "probability": 0.8857421875
                },
                {
                    "start": 3903.67,
                    "end": 3903.79,
                    "word": " you",
                    "probability": 0.89892578125
                },
                {
                    "start": 3903.79,
                    "end": 3904.07,
                    "word": " guys",
                    "probability": 0.7236328125
                },
                {
                    "start": 3904.07,
                    "end": 3904.51,
                    "word": " again",
                    "probability": 0.5361328125
                },
                {
                    "start": 3904.51,
                    "end": 3904.69,
                    "word": ".",
                    "probability": 0.8525390625
                },
                {
                    "start": 3904.69,
                    "end": 3904.87,
                    "word": " I",
                    "probability": 0.994140625
                },
                {
                    "start": 3904.87,
                    "end": 3905.23,
                    "word": " appreciate",
                    "probability": 0.853515625
                },
                {
                    "start": 3905.23,
                    "end": 3905.63,
                    "word": " it",
                    "probability": 0.89990234375
                },
                {
                    "start": 3905.63,
                    "end": 3906.07,
                    "word": ".",
                    "probability": 0.98291015625
                }
            ]
        },
        {
            "id": 664,
            "seek": 384564,
            "start": 3906.45,
            "end": 3907.45,
            "text": " Yeah, most welcome.",
            "tokens": [
                51364,
                865,
                11,
                881,
                2928,
                13,
                51514
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2351017504237419,
            "compression_ratio": 1.4902912621359223,
            "no_speech_prob": 0.2279052734375,
            "words": [
                {
                    "start": 3906.45,
                    "end": 3906.63,
                    "word": " Yeah",
                    "probability": 0.50244140625
                },
                {
                    "start": 3906.63,
                    "end": 3906.67,
                    "word": ",",
                    "probability": 0.69677734375
                },
                {
                    "start": 3906.67,
                    "end": 3906.83,
                    "word": " most",
                    "probability": 0.76708984375
                },
                {
                    "start": 3906.83,
                    "end": 3907.15,
                    "word": " welcome",
                    "probability": 0.76708984375
                },
                {
                    "start": 3907.15,
                    "end": 3907.45,
                    "word": ".",
                    "probability": 0.89892578125
                }
            ]
        },
        {
            "id": 665,
            "seek": 384564,
            "start": 3907.45,
            "end": 3909.23,
            "text": " Thank you.",
            "tokens": [
                51514,
                1044,
                291,
                13,
                51564
            ],
            "temperature": 0.0,
            "avg_logprob": -0.2351017504237419,
            "compression_ratio": 1.4902912621359223,
            "no_speech_prob": 0.2279052734375,
            "words": [
                {
                    "start": 3907.45,
                    "end": 3907.61,
                    "word": " Thank",
                    "probability": 0.07061767578125
                },
                {
                    "start": 3907.61,
                    "end": 3909.23,
                    "word": " you",
                    "probability": 0.890625
                },
                {
                    "start": 3909.23,
                    "end": 3909.23,
                    "word": ".",
                    "probability": 0.67724609375
                }
            ]
        }
    ],
    "text": " Hello everyone, Aftab Paki here. We have another great speaker for you. We have Mauricio and Olaf with a presentation of Purple on My Mind, Cost-Effective Automated Adversary Simulation. And with that, I will let them take it away. Thank you very much, guys. All right, thank you. Hello, everyone. Welcome to our session. Welcome to the Blue Team Village. We're really excited to be here. This is our first time. Thanks to all the organizers for all the hard work. My name is Mauricio. I'm Olaf Hartung. And today we're streaming live from the East Coast. Myself, 10.30 here, and Olaf here is in Europe where it's 4.30 a.m. right now. So I hope that he doesn't fall asleep during our talk. Today we're going to be talking about setting up a cost-effective adversary simulation program. First, we're going to go over a quick introduction, define the problem statement. Then we're going to talk about automated adversary simulation or Purple Teaming and kind of describe a methodology and a framework that works for us, that we've experienced and we use. We're going to go over the available tooling to execute this type of engagement. And finally, we're going to talk about, show you the open source tools that we've built and now how we've integrated them as a POC really for this talk to set up a cost-effective adversary simulation program. We have 20 minutes of demos of our tools being integrated, so I hope you enjoy it. We had a lot of fun building the demos, so I hope you have fun and get something out of this. Okay, so we'll start real quick with introductions. My name is Olaf Hartong. I'm based in the Netherlands where I founded FalconForce together with a couple of really smart people. And it's a really purple company, so we do a lot of offensive and defensive work. And I'm a defensive specialist there. And I develop quite a lot of open source software, mostly on the defensive spectrum, which you can find on my GitHub page, which is linked over here. Thanks, Olaf. And my name is Mauricio Velasco. I currently lead the threat management team at a financial services organization, a Fortune 500. My team is responsible for, among many other things, detection, response, and executing simulations, purple team exercises. In the past few years, I've done some research and developed some tools around threat hunting and detection and adversary simulation. So, if you want to check out some of that content, you can do that on my GitHub. Okay. All right. So, we'll start with the introduction. So, let's talk about deploying an effective detection program. It's definitely not an easy task, right? I know many of you have probably done it. We could probably talk hours about setting up a detection program, right? There's a lot of steps, right? You have to identify the relevant telemetry, the data sources that you think you need to ingest, right? You need to instrument your environment to basically develop an event pipeline where you're grabbing all this telemetry from your network and your endpoints and sending it to an event pipeline through an analytics engine where you can query this information and start detecting, right? Start creating your own detection logic to look for bad, look for suspicious behavior happening on your environment. And this is great. Now, I was naive at some point after deploying one of these programs where I thought, we're great, we have a detection program, detections are working, we're creating our logic, the alerts are triggering, we're investigating them. But I learned the hard way that after you deploy a detection program, which is a challenge by itself, another challenge starts and perhaps more difficult than the one deploying the program. And that is, we need to maintain this complex balance of tools, process, technology working together. And it's not easy. So many things can go wrong, right? So we need to basically deploy controls to measure the effectiveness and verify the health status of a detection program. We're not thinking about those metrics. We need to start thinking about these metrics. Yeah, so I have a long history in consulting and I've built a lot of these detection programs in the past. Usually they're great or even rocking the detection. So they're building a lot of cool stuff. They're responding to it, as Marisha also said. And then some of the really mature teams also have a real good hunting practice. They do their own research into all kinds of threats that are out there or new techniques that are being applied. However, in most cases, these teams are quite reactive in nature. So they only respond to what is new. And they don't always look inward really well. So the more mature teams actually monitor all their incoming log sources. But it's not always at the granular level. Usually it's on a system level and then maybe only after a couple of days that there's no logs incoming. So never on a really short timeframe. And as someone responsible like Marisha or you're a CISO or the lead of a detection team, you might get questions from your stakeholders. Are we in control or an auditor starts asking questions, which may raise some uncertainties on your end, right? Yeah. So how do you know you're actually monitoring what you expect to be monitoring? Yeah. So what are all the problems that could happen to a detection program, right? Especially since environments are always under constant change. How do you know if your event pipeline is working? I'm sure many of you will relate to something in a scenario like this where you are starting a new threat hunt for a particular hypothesis. Or maybe your team is investigating a particular alert that is taking you to look at some logs. And all of a sudden you realize that your firewall logs stopped sending events 30 days before. I'm sure many of you have experienced that. And so many things could be wrong with that, right? It could be a licensing issue. It could be a network issue. So many things. Another example that I'm sure a lot of you can relate to is what a GPO management means in an enterprise environment. It can be really cumbersome, right? There's so many GPOs for all these different sites and OUs and companies. So what if one of your changes, someone overwrites a GPO that is defining your advanced audit policy and you stop getting your Sysmon Event 1 event or Sysmon events in general in that small part of the network where an attacker may be hiding, right? Or another example, maybe you did a red team engagement with an awesome consulting company. They show you all these awesome ways that they can execute Kerberos in attack. And as part of your assessment, you create a detection to detect this. Great. Fast forward, three months later, is that logic still working? What if something changed on your analytic engine, maybe the schema changed, and now you're looking for a field name that is no longer the right one? What if that complex detection logic just stopped working? How do you know that? Well, it's gone from there. So let's say you don't have your own detection capability and you outsource this to a very nice vendor that promised to take care of you, monitor everything. But how do you actually know that they are actually monitoring the right things and responding in the right way? I mean, maybe they pop up an alert and they don't know much about your environment. They assume it's fine, and they basically close it as a false positive, while it might have actually been a true positive. And you might actually be already hacked. And from that end, your stakeholders, which might be your CFO or your internal audit or whoever it might be on your end, how do you convince them that you're actually in control? You do have a lot of detection rules and you do have a lot of incidents, but is this everything? And how can they measure if you're doing well or not? And from a detection perspective as well. So how do you know your detection is actually resilient? You do have a lot of really good detection rules, but do they cover variants? Do they cover only the one that you read up on? Or do they cover a multitude of ways of executing that? So you need a way to measure this. Which comes to our very graphic approach. So in the center, there's a couple of pillars. And the risk and the controls one are probably the most well-known ones, where risk is usually determined by the business, which is augmented by threat intel. And then there might be some other values that come to a certain risk posture. And then there are your controls, which are obviously your detections, your mitigations, your preventative measures, your hardening baselines, and so forth. These are usually based on a couple of reference models, like MITRE ATT&CK, of course, which we all love. There might be a kill chain involved. There might be some additional frameworks in terms of hardening your environment. And then there's the effectiveness one that we actually want to add to this, which will support the other ones by providing meaningful, valuable data that you can use for your management, for your auditing parties, but also for your self-management. So, you can actually know how you're doing. So, then it a little bit depends on what you want to do with these pillars in which team you're at. So, if you're in the blue team, on the risk side, there's the control effectiveness that you might want to report to your regulatory parties. And on the red side, the risk might give you a lot of input for advanced simulations that you want to execute. And these are usually manual and very creative exercises, but these require a lot of time and money and effort. And you can't do this on a continuous basis, right? So, we need something else. And this is where the purple part on the right, on the effectiveness side, comes in. So, you can do a normal purple team, of course, which is red and blue joined together. It's usually based on a forecast or some hypotheses. And the outcome is usually a really good detection engineering effort where you start building all kinds of new awesome detections, which is great. And if you can do this, you should totally do this. But this is always limited by time and effort. Not everybody can do this. You don't always have an internal red team or you don't have the means to do this on a monthly basis because it's quite costly to get consultants in there every time. So, you need something else next to that. And this is where the automated adversarial simulation comes in. On top of the building new detections, you also can then augment that with all kinds of validations of all your controls. So, you can do this on a continuous basis. And this is why we're here. So, it's built by red and blue together to get a maximum result on a continuous basis. This is why we're here, exactly. So, yeah, that takes us to our next section here, automated adversarial simulation. We strongly believe that the challenges that we described, the potential issues that could affect a detection program can be approached by deploying automated adversarial simulation exercises on corporate environments. So, in this section, we would like to share with you what we call adversarial simulation, how we understand it, automated adversarial simulation to be specific. I think it's important to say that we don't want to claim this term because automated adversarial simulation could mean so many different things to different people. But in this section, we want to describe to you how we understand this concept. So, basically, automated attack simulations or adversarial simulation is an automated activity that has two sides. We're running simulations and then we're validating that the controls that we have previously deployed in terms of detection or maybe even prevention controls are working as expected. They're passing the test, they're passing the simulation test. The challenge, as Olaf was saying, purple teaming is great, right? But we cannot execute purple team exercises with 15, 10 people in a room every week, right? How many times can you do it a year? Every quarter? Maybe every month? But not many organizations have access to high-skilled red teamers that can execute these techniques. And it's basically also a snapshot in time. When we're doing a purple team exercise, it's just you're looking at it as a snapshot in time. But with automated adversarial simulation, we can continuously check if those controls are working. It's basically also a way of generating telemetry, right? And we use this telemetry to validate the environment, to validate the health of a detection program on a continuous basis, as Olaf was saying. So with this type of program, we can go over all the challenges that we described a few slides before. We can identify issues with the event pipeline. We can identify gaps in visibility, those misconfigured GPOs missing some events. If we're running simulation exercises against those endpoints, we will know that the events are missing, that we have a gap, right? And what is it not? It's definitely not a red team replacement. So this is really not a threat to any of your red teamer friends, or if you're a red teamer, welcome. So you do need red team input if you can get it, because they usually have better techniques than what you can build yourself. So it's also not a pentesting engagement either. This is really meant to be a continuous validation or improvement phase. And it's, of course, also not Skynet. It won't take over your company. And from that same aspect, it's not impacting continuity by design. So it shouldn't break your systems unless you really, really want it to. And from that perspective, it should be run in production, of course. And it's also not the new Holy Grail or the new buzzword that you should hear at RSA next year, but it should be something that you definitely need to be considering in order to be really strong. And moving on from what I meant before, so you're not just running Benjamin Delphi's tools in your production environment, right? You need some form of methodology to properly execute these. So, of course, there is some governance involved. You need to establish a sort of white team, depending on how intrusive you want your tests to be. You need to set some ground rules. There needs to be some escalation paths in case something actually goes wrong. You need involvement from IT ops because they might need to accommodate some access to you or give you some means to take some steps. Of course, you need a reference framework from that perspective as well. Of course, MITRE ATT&CK is there again. But there might be some PCI controls that you want testing or COVID or HIPAA or whatever other fancy acronym out there. You need to have some frameworks that can actually measure what you want to prove. And then we move a little bit more towards the execution part. So, we need to have a scope. And this scope selection phase has two crucial points that need to be in there. So, you need to know which systems, and this can be, of course, in an office in Singapore or the US. It can be workstation servers. Well, you can figure that out. And then, of course, you also need to validate or to set the scope for which controls you want to test or to avoid from that end. So, if you do know that you want to test A, B, and C, but you don't want to hit another one because then it might raise too many incidents or that system might be more volatile, you need to be aware of that. And from these scope sessions, you can actually start designing a campaign. And in this phase, you actually build the required objectives or techniques that you want to execute. You add them to a playbook or a runbook or a campaign design or however you want to call it. You test it, of course, first, and then you run it in production, obviously. And one of the steps in here also is defining the cadence of testing. So, do you want to do this hourly, daily, monthly, whatever your preference is, and the timing between all these techniques. Do you want to run it within, I don't know, 10 minutes? Do you want it to take an hour? This can also impact your detection rules, right? So, you need to vary this a little bit on and off whenever you do this. And then, of course, you need to report and validate all of your outcomes. So, you want to know which test you ran. You want to know the results of each individual test, whether it was successful or not. You want to know the commands that were executed or the tools that were launched, or all the relevant information that a blue team needs, including the time that it actually happened. If they didn't detect it, they need to be improving their detection, so they need this data. And, of course, ideally, you also want to have your alerts or your incident tickets or all kinds of telemetry that you can combine in the report where you can show the full end-to-end cycle, where you executed something, you did detect it, and it was actually also picked up by the team properly or not. So, whether they actually flagged it as a true positive is also a very important measure. Yep. I want to follow up on the scoping piece that you were mentioning, because I feel when executing PRPL team exercises, we really need to think about which parts of our network we're targeting, because you're always running exercises on the same parts of the network. Again, we're going to go back to the same issue as before. How do you know if things are working end-to-end across your environment? So, there needs to be a little bit of randomness on that scoping as well. Totally. Yeah, you should also start thinking about, how do I integrate this into my detection engineering process? And this slide has been shown in multiple variants. I think the first one was built by Jared Atkinson over at Spectrops, and it's a really, really nice flow of building detection, new detection rules. And I only highlighted a few of the steps that are interesting for our current talk, because, of course, you need to be working on all these steps that you can now probably hardly read by intention. But in the first phase, when you start thinking of, okay, what do I actually want to add as a detection? You're already looking at threat intel, industry reports. You might also have your internal red team or an external red team that you can consult. So, how can I execute this stuff? And in the next phase, when you start investigating, you want to investigate as much ways of executing that specific technique that you want to detect. And you also will want to be starting to develop scripts that you can then use in a later phase to validate all of the detections that you are trying to build in the first place, so that you already think a little bit about, how do I repeat this process later on? And this is also where you start implementing it in phase four, when you are building your detection rule and actually starting to implement it in production. You also want to start implementing these validation scripts or tools or whatever you've created into the same process, so that you can actually already, from the minute it goes live, start measuring its efficiency, whether it's working correctly, whether the outcome is actually as you expect it to be. And this is, of course, a delicate process where you don't want to be creating detections only tailored to your own validation scripts. So, also these validation scripts need to be maintained, they need to be expanded. You need to keep on researching whether it's resilient enough, of course. Yeah, ultimately, as we are creating detections, each one of them should have its own unit test, right? We see detection as an engineering process, we just need to test each one of our products. And one big requirement for us is, we believe that it needs to be end-to-end. And I think there's also something to bring up here where some challenges with other approaches, where I would like to differentiate between unit testing and functional testing, where in unit testing you can perhaps inject to the event pipeline a particular telemetry, maybe generated by the execution of adversary techniques, to test the detection logic. And that's great, we should do that to test the detection logic. But that misses a point, because you're assuming that the event pipeline is working as expected. So, I think we need to complement this type of testing with functional testing, end-to-end, testing a technique on a specific host, so that you're only testing the engine, but you're testing the data source generating telemetry. So, it's proper configuration, the data event being sent through the event pipeline, through the analytics engine, and ultimately generating that detection. So, it needs to be end-to-end, right Olaf? Definitely, yeah. And to the last two words in the sentence, it needs to be also in production. Because I've seen labs and acceptance environments, and in my long experience as a consultant, it's never been really lifelike. It can be close, but it's only on maybe a handful of clients I've been to, where acceptance actually comes close to production. But still, production is always different. And this is the stuff that you're trying to protect, right? So, why would you be executing all this stuff in a lab and then hope it works in production? You need to make sure. So, what are some of the requirements if you want to run an automated adversarial simulation exercise? I think similar to a PRPL team exercise, in this case, I think the requirements are similar. You need a defensive capability. It doesn't have to be cutting edge, like with the whole visibility and hundreds of detections. You can have less mature, and still, it will help to test the controls that you have in place. Of course, you have to tailor the simulation exercise to the controls that you have in place. But you need to have some kind of visibility in a detection program, right? Otherwise, you don't know which controls to test. Ideally, and definitely, we need some knowledge of the threats that we are executing, right? So, this is, again, where the PRPL comes in on the talk, right? So, we as detection engineers, as a detection team, we need to be aware of these techniques. Maybe not to the level of the Red Team does and execute them like a Red Team does, but at least to the point where we can simulate them and confirm that our logic is working. It's testing, our programs are working. And, of course, we need tools, right, to simulate this. We cannot be just downloading a VM and maintaining hundreds of different tools to execute all these techniques. Ideally, we need one tool or a set of tools that will give us the most scope as possible in executing these techniques. And these tools need to have certain features and capabilities, right? They need to be able to be automated. They need to generate logs, specific logs, to be able to compare the execution of techniques with the detection controls that are triggering, right? So, tooling is really important. And we'll talk about that on the next section. And it also requires that you have a sort of an adversarial mindset. You need to not only think about how do I defend this stuff, but also how can my company be attacked? And sometimes it's a little bit hard, so this is also where tools might actually help you a little bit. But you need to be a little bit aware of what can be done in my environment, what can't be done. And then all of these things need to be validated, of course. And in order to do this, usually in a more normal organization, you actually need some management buy-in, because they need to approve you spending time on this, since it will cost a little bit of money. And if you want to buy one of the commercial tools, you of course need some more budget. And if you're a little bit bold, as I've done in the past as well, you can also just do it and maybe say sorry later if they get upset. The big upside to this, if they don't really understand the value of a program like this, is that you can immediately prove them the results with some more details. But frankly, every type of management should be interested in this, whether they're very financially focused or not, because this will give you a lot of insight into how you're actually doing as a team. And of course, if you have a security vendor that does monitoring for you, you need their involvement as well, because otherwise you'll spoil a good relationship and you need to actually be working together since they're doing part of your detection work. Yep. So let's talk a little bit about the tools that are out there that can help us in executing automated adversarial simulation exercises. So there's definitely a lot of tools out there, right? We're not reinventing the wheel here, really. There's commercial tools. There's some open source tools. We're going to stay away from the commercial tools since that's not our focus today. But let me tell you a little bit about my experience. So when we first started executing PRPL team exercises internally, our natural approach was to use red team tools, right? Red team tools, like Metasploit, Empire, Parse2. And then we started validating controls, which worked great at the beginning when we were more on the form of a manual PRPL team exercise where maybe once a week we check a particular technique manually. But that soon stopped being practical because as the number of detection grows and as our testing moves to a weekly cadence, it's not practical to have an engineer just getting all these shells from your C2s and then start running things manually. Now, some of these tools do have APIs, and there's actually adversary simulation tools that leverage the APIs, so they can definitely be used. Then some of these tools are also fully automated and allow you to create a stand-up infrastructure in an automated way where you can run simulations and hopefully your endpoint controls will catch them, right? But I think a big challenge with that is that you are running these simulations from fixed infrastructure, from the same host every time. And that takes me back to end-to-end, right? Because with this type of exercise, you are not really confirming if your event pipeline is working or not. You're just confirming if that host, which is built for that, is generating the telemetry and if your detection is triggering. So, they're great, these tools are great, but they have some limitations. Ultimately, I think some of these tools have been built to be run manually, right? On a host, like on the screen, interactively. And that's fine, they still have a value, but some of them have not really been built for automation. The ones that do actually have some complicated ways of building scenarios or adding new techniques, it's not always easy. And that's also the drawback with open source, probably also with my own tools, where somebody has a certain way of working in mind, it works for them. But for a new adopter, it's actually quite hard to start working with it. And from a detection perspective, not all these tools have a really verbose way of telling you what happened, when it happened, and so on. So, the output is quite limited, which is hard then to match against your detections or put into a more measurement program. And as Mauricio mentioned, some of them are very static in terms of where they run from, or they're not as realistic, where it's just a bunch of Python scripts, which are useful. But it also is not always the way that an attacker would do it. So, how realistic is it for a SOC then to be responding to this? And lastly, not all of them are capable of doing stuff remotely. So, it's usually from that same system, they do something on that system. And then that's that. Which is also not always the way an attacker would work, of course. Yep. So, which takes us to our tooling, right? So, having mentioned all these challenges and the approach, Olav and I have both built tools that have different goals. And we've integrated them to execute a POC for automated adversary simulation. So, we want to share some of these tools in the next section. So, I'll start on mine. So, actually, yesterday at Black Hat Arsenal, I released my adversary simulation tool called PurpleSharp. So, you can go to the GitHub page and you'll find all the information you need. But basically, PurpleSharp is a tool in C Sharp that executes adversary techniques within Windows AD environments. So, it's focused for AD environments. It follows a MITRE ATT&CK framework as far as the techniques. And the main goal of PurpleSharp is to help us execute some of these simulations to generate the telemetry that can help us build, test, and enhance detection controls, right? That's what it does, basically. It just executes techniques and will generate telemetry. So, if you have a properly monitored Windows environment, Windows domain environment, this telemetry will make its way to the event pipeline, to your analytics engine. And if you have coverage for the techniques that PurpleSharp supports, you should validate your controls, right? So, what are some of the... why PurpleSharp? Why is it different? We've talked about some of the tools that exist already. So, I want to mention a few points real quick. I know we're not great on time, Olaf, so I'll go fast. Simplicity, it's one simple .NET binary. All you need is to compile a .NET binary and you can just grab it and copy it to a Windows endpoint and run simulations against remote hosts from that. Really easy. No C2, no C2 channels, no infrastructure, no VMs, one binary. Verbose logging, as Olaf was saying, we need the audit trail of all these techniques that executed at what point, from which processes, from which process ID. So, we can grab that data and maybe if our detection controls didn't trigger, we can at least find that telemetry and create a new detection or identify why the detection didn't trigger, right? Remote simulations. PurpleSharp is actually able to execute simulations or what I want to call deploy simulations on remote endpoints. So, once again, the challenge of verifying that the event pipeline is working or not can be easily approached with PurpleSharp. All you have to do is point your simulation to a host in your Singapore office and you'll confirm if that simulation will be detected as good as the one that in your headquarters, right? Credible simulations. I've used a couple of techniques with PurpleSharp to make sure that the simulation is credible. I'll mention a couple of things. You can go through the documentation to really understand, but one is process ID, parent process ID spoofing, PPID spoofing technique. I use this technique to be able to deploy simulations on remote endpoints and run the simulations under the context of the user who's logged in on that host at that point, right? So, no longer we have to run simulations from that same infrastructure, from that same user that our SOC already knows. And it's just going to close that alert and you're not really going to train them unless these simulations run from real users on real computers. Randomness. PurpleSharp will leverage simple LDAP queries to query your environment and pick random hosts for the simulations. For example, in a password spray attack, it's going to pick random users. If it's going to do a network sharing iteration, it's going to pick random hosts. So, that randomness, once again, gives us that end-to-end testing. Attack variations. The last one, one really important for me is what Olaf was saying before. How do you know if your detection is resilient to a different way of executing the same attack technique? Well, I've tried to execute the same technique in a couple of ways, at least. For example, a simple example is running PowerShell, calling PowerShell.exe, or running it from .NET using System Automation Management, DLL. So, one simple example, PurpleSharp can execute both for that technique. Real quick, the architecture. PurpleSharp consists of three modules. The orchestrator, the scout, and the simulator. The orchestrator will run on the operator endpoint. And the role of the orchestrator is to interact with the simulation target to deploy the simulation. The scout will run on the simulation target. And the role of the scout is just to obtain information about that host. For example, who's the user that's logged in? What's the process ID of Explorer.exe? So, we can use the parent process spoofing technique. Parent process ID spoofing technique. And the simulator, it just runs the simulation. So, these three modules actually communicate with each other using name pipes so that they can orchestrate the simulation. Again, if you want to learn more about this, go to the documentation. But at a high level, this is how PurpleSharp works. It's going to first upload... once you point it to a remote endpoint, it's going to upload the scout using SMB. It's going to execute it using WMI. Then the scout service starts on the remote endpoint. And there's some communication on name pipes. That's where the orchestrator instructs the scout to run a recon on this host. And that's where we find out who's the user that's logged in. Based on this information, the orchestrator will actually upload the simulator under the path of that user so that our simulation runs under the path of a real user and a real computer. Once again, credible simulations. And once the simulator has been uploaded, the orchestrator triggers the simulation. The scout will execute the simulator using parent process ID spoofing. That way, the simulator runs under the context of the user and also as a child process of Explorer.exe. Once again, making the simulation credible. This is just one example of an attack variation, as I was saying. I can execute PowerShell just calling create process API, calling PowerShell.exe, which I could detect if I have some kind of EDR or this event ID being logged. But on the second technique, we're using .NET. So your EDR or your Sysmon or your event 4688 will not detect that. But you need to have PowerShell logging enabled to detect that. Once again, how resilient is your PowerShell detection technique? We don't have time, so I'm not going to mention the other variations. Go ahead, Olaf. I've built an app for Splunk, which is called ThreatHunting. Not the best name, but it's very descriptive, at least. And it's a very graphically oriented tool that will run about, I think, 160 hunts or queries or triggers, as you want to call it, throughout your environment on a periodic basis. And it will give you a lot of telemetry, which you can then start using for either moving your detections, or hunting, of course, which is the main intention of the tool. But it can also provide you with a lot of visibility into all of the triggers that have been going on. Thanks. So, there's a lot of detections for all kinds of techniques on Windows. It primarily utilizes Sysmon and the Windows native event logs right now. It's heavily MITRE ATT&CK focused, because this is a framework that I really embraced. And the primary goal was to provide an investigative workflow for hunters, but also for detection engineers to provide as much context as possible that is all related to the same events without having to click and copy paste a lot of times. So, it's meant as an efficient way of going through your data based on triggers. Yep. So, the POC that we want to show you today is basically how we've integrated both our tools to use PurpleSharp as a simulation engine and the ThreatHunting app as a detection engine, so we can validate that these detections are being picked. So, now we move to the demos, the fun part, guys. You must be bored about us talking. So, this is going to be the fun part. So, in the first demo, we'll execute three execution, the execution tactic, MITRE tactic execution, three techniques, PowerShell, Windows Command Shell, and Jscript. These are common techniques. If you read most of the malware reports, you probably see that malware or most likely will use some of these techniques. So, we'll move to the first demo, and hopefully this works. Okay. All right. Let me see if I can undo full screen. One second, of course. Doing live, it's always... What if you go out of full screen on the browser first? Let's do that. Thank you. All right. So, in this first demo, we have two endpoints. Let me go back real quick. Two endpoints. We have PC Sam, where we're going to run PowerShell from, and we have another computer called PC Judy, where we're going to run the simulation against. Okay? All right. So, we're going to use PowerShell command line in this case. This case, we're going to... If you want to learn more about the parameters, please go to the documentation, but basically we're running a simulation against PC Judy using a service account that needs to be an admin on PC Judy, and we're going to run these three techniques, and we're going to slip five seconds between the execution of each one of these techniques. So, we're going to pass the password of this service account that we're going to use to run the simulations against this host. So, we see here that the scout gets uploaded, recon happens, and we identify that Judy Brody is logged in on this host. So, now the simulator is uploaded to a path within the user's profile, making it look as if Judy downloaded a fake Firefox installer. Then the simulation runs using parent process ID spoofing, so making Firefox installer a child process of Explorer running under the context of Judy. And as I was mentioning before, this is the report that we get back. So, we see all the details of when it ran, which technique, again, from which process ID, from which path, which command was executed. In this case, we have a parser command, we have CMD, who am I, a simple who am I, and then we execute what looks to be a malicious Jscript file. And all of them in the context of Judy, and then the PurpleShark will delete some of these logs files. So, now we go to our Splunk environment to confirm these techniques were executed. And as we can see here, we see the Scout running under the context of the PSharp service account and as a child process of WMIPRDSE. And then we see the simulator, now this time running on the context of Explorer and running under the context... sorry, as a child process of Explorer and running on the context of Judy, so the real user who's logged in on that host. And then PowerShell is run, WhoAmI is run, and this suspicious Jscript is executed, right? And if we go to the 4104 PowerShell event, we can see how the script was actually just asleep, 20 seconds asleep, right? So, as a simple test, we confirm that this simulation run three techniques remotely, really easy with one command. We can run with PurpleShark. We'll go to the next one real quick. Let's see, I'm just going to fast forward because of time here. We're going to execute a different technique. I honestly forgot what this technique is. I don't speak ATT&CK, but we'll see what it is. I forgot. So, follow the same process. I'm just going to fast forward real quick. Okay, yes, in this case, it's actually the same technique, PowerShell, but this time running using system management automation, right? So, a different way of executing PowerShell. We're no longer using PowerShell.exe, right? So, if we see on the logs, we don't see PowerShell running. All we see is Firefox Installer because Firefox Installer, the simulator, executed PowerShell with .NET. But if we look at event ID of module loads, I forgot what the event ID of that on this one is, but we see the system management automation being loaded by the simulator. So, that's how we can catch that this guy is executing PowerShell techniques, right? So, this is our first demo, really first way of just running a couple of simulations. So, in the next demo, we'll run a few techniques on the persistent tactic. We're going to use some race to keys, schedule task. We're going to, on defensivation, we're going to use portable execution. Sorry, portable executable injection. So, PE injection. And then we're going to dump LSAS using PurpleSharp. So, Olav will take you on this demo. All right, let me introduce some new stuff here. So, as you can see, there's this JSON structure, which is called the playbook JSON structure, where you can define all the variants that you want to do. So, here is where you schedule your scenarios, basically. And you need to define some basic stuff. So, username, domain, the domain controller, the sleep between all the techniques or the small playbooks that you want to execute, and then the playbooks themselves. So, of course, you give them a name. You give them a host that you want to target. So, it can either be a host name or a random host. And then, as Mauricio explained, it will do an LDAP query and find one itself. You can here also define the path of the scout and the simulator where you want to be running it from. So, you can actually make it even more realistic. The PB sleep is the sleep between these playbook steps. These two techniques for the registry and the scheduled tasks, they will be run 30 seconds in between. And then the next playbook will start after the playbook sleep. And over here, you can do the same thing. So, the command line is a little bit easier here, where you just say PB for the playbook and the playbook name. And you basically run it from there. Once you, of course, provide a password, you could do this on a command line. But I would advise against that, especially on a demo environment. So, here it will show you that it will execute three playbooks. And it will start with the first one. It first does an LDAP query to find the targets that it can run it against. It picked a random one. In this case, it's PC Judy again. And it's executing all these techniques on that machine. Well, this takes a little bit of time. So, we have to wait for all the techniques to be executed. And this is where the pipe communication comes in. So, it actually checks whether it's done. And once it's done, it will also clean up after itself, so that at least you won't lose any traces. All the binaries will be gone again, if your EDR didn't stop it already, of course. Which is also a way of validating whether it worked or not. And there you go. So, they are executed. So, you show it was started, where it was started from. You see the key that was added to the registry. It was successfully created. Then it was deleted, because you don't want it to be there. And the simulation is finished. Same goes for this technique, where you see a different path and the same parent process ID that it actually executed from. And you see the command that was executed in full detail, which you can then also use in your detection later on, to see whether you actually found it. And in the meantime, it's starting to execute another one on a different machine. And this is the PCMP. It's a different simulator that you see running under a different user context. And it's actually injecting into Notepad. So, you see exactly what it did. So, it does an open process for VirtualAlloc. Then it writes to the process memory and creates a new thread from that Notepad.exe. And then the last technique that we mentioned was running LSAS. And you see that it actually ran. It identified the LSAS process. It tried to obtain a handle. It called the mini dump. It wrote it. It dumped it there. And it fortunately also deletes it, because you don't want to, again, leave stuff for real attackers. And then when it's done, it actually writes a JSON file with all the results, which you can then easily import into your analytics platform of choice, which in our case will be Splunk. But you can see here that the playbook is there. And then there's a results JSON, which once you format it, it shows you all the stuff that we actually just saw on the timeline, but then in a nice JSON structure so that you can actually start importing them. And then from the perspective of time, we might want to scroll through a little bit. Yeah, makes sense. So, ideally, this is the integration, right? So, this is where you ingest this into your other platform. So, go ahead. Exactly. So, I created a small POC dashboard, again, just to show what kind of data is in there. So, you can see that the orchestrated PCs of SAM executed the techniques, the techniques that you see on the right, on the machines that were involved. And you can show these over time. So, if you do a longer playbook than I did, you will see actually a longer scope, of course. Here you see the playbooks that were executed. And if you know my threat hunting app, you can click on everything. So, it's the same over here. So, once you click on one of those playbook names, you will get all the raw logs with all the details in the panel below, which will show you all the results that you also saw on the command line. So, once you click it, it will actually change to the proper playbook. And the same will go for all the other fields. So, once you click on a MITRE technique ID that was tied to one of those techniques... Hey, the stream is paused. Oh, there we go. It will take you to my threat hunting app and will do a direct query for that technique being executed. And you see that also it was detected by the logic in my app, fortunately. And it will give you all the details that might help you contextualize it even more once you start playing with the app. And the same can be done for clicking on a machine, which I don't do yet. But I'll show you the raw logs first, where you can see all the results from all the techniques that were executed. So, again, you can quickly spot that everything was executed. So, you see the scout being run. You see that then the WMI is being called. The process is being ejected into and it starts executing the registry commands and so on. And the same goes for the scheduled task logs, which isn't that properly formatted, thanks Microsoft. But this is a quick POC. You can obviously properly parse this neatly. But it's quite easy to spot that some of the bad stuff actually was executed here. And I think we can fast forward again. Okay. So, yeah, we're going to the threat hunting app. Yeah, and this is the same. So, once you would have clicked on a machine, you would have actually seen all the techniques that were executed on that system in the threat hunting app, which will give you a huge panel with all techniques, all the commands that were executed, all the parent processes, process GUIDs from a Sysmon perspective. And it will try to at least map it to the proper MITRE tactics as well, as much as possible. And here you can see that there were some DLLs loaded, there was some registry activity, and you still have access to all the raw data as well. And that concludes the demo two. Okay, cool. Demo two. Let's move on. Okay, so I'll do this real quick. Of course, ATT&CK MITRE framework is our framework of choosing. And PurpleSharp does integrate with the ATT&CK Navigator to visualize these techniques. So, with simply running just Navigator export, PurpleSharp will create a Navigator layer that you can open up and upload to the Navigator. I'm going to fast forward here so that we make it on time. Just upload that and you'll see visually all the techniques that PurpleSharp supports. So, you can use it to pick the techniques that maybe you want to simulate on your automated adversary simulation exercise. And in a similar way, I actually support importing Navigator layers. So, in this case, I'm going to get a layer for APT, I think, 29. Oh, sorry, FIN7. Yeah, I picked FIN7. On Navigator, I export that layer to a JSON file. So, I'm going to fast forward here. And then I move it to the folder where PurpleSharp is. And now, in this case, I'm just going to import that Navigator layer. And PurpleSharp will analyze the techniques that it does support and it doesn't support. So, it will let you know. But then it finally creates, in this case, it supports 17 techniques out of 29. And it's going to create a JSON playbook like the one Olaf just run on demo number two. And now you have a simulation playbook for FIN7 that you can run on your remote endpoints, right? So, pretty cool. There. Okay, so... Yeah, I think we only have one minute left, Marcia. So, we have to publish this just online, I guess. Yes, so... Okay. Sorry. Yeah. So, I've noticed on the Twitch that some of the demos were not showing great. So, right after this, I'm going to upload them on YouTube also. So, you see them. But the last demo, yeah, it's also a cool one, but you'll see it on YouTube, okay? It'll be uploaded there. All right, you just want to take this last one, Olaf, since we're running out of time. Yeah, sure. In the last couple of seconds, I just want to highlight that this is a huge value in terms of control, but also in terms of reportability and also ensuring that you're actually working on the right stuff. So, it's also ease of mind, probably. So, I strongly encourage everybody to just start with this. And especially since there's a bunch of open source tools out there, including ours, it doesn't have to be very expensive. So, you can start small, and then once you start maturing, you might want to look at a commercial tool or not. And this should be really a nice way of implementing a way of testing all your detection engineering efforts, so you actually know it's not in vain, you know it's actually doing something. Because some of them probably won't trigger in production ever, hopefully, at least for you. So, you at least know it still is working. And it shouldn't be a grading mechanism for your team either. It can be used that way, but you should see it as a constructive tool and not as a sort of slapping tool if you didn't do it well. And of course, if you don't have a detection yet, you can of course use it also in a way of the purple exercise that we meant before, where you can start building new detections based on the techniques that we execute, but then make sure that you don't build tunnel vision detection. Make sure it's still resilient and it's open for variants. So, thanks everyone. That concludes our chat, our session today. You have the links for our tools and I'll also be... check out our Twitter. I'll also be releasing the links on the YouTube videos for the demo, so you can see them with a higher resolution there. But yeah, thanks for coming to our session. I hope you guys had fun. And thank you. Thanks, guys. Girls? Thank you, both of you. We really appreciate your demo and your presentation. As a reminder to everyone, we encourage everyone to join the Blue Team Discord and head over to Text Talk Track 1. And we can have the presenters answer some of your questions there as well. Right off the bat, I did see a couple of questions. So, if you guys don't mind. Okay. Scroll up. The question was, what are some of the major benefits of PurpleSharp versus Atomic Red Team? Yeah, okay. That's a great question. So, I think there are different things. Atomic Red Team is more a way of describing how to execute the techniques and not really an engine to execute the techniques themselves. Although the Red Canary team is working on Invoke Atomic, which is a partial tool that will be able to execute Atomic Red files. But if you ask me the difference between Invoke Atomic and PurpleSharp, I would say running the simulations under the context of a real user and as a child process of explorer. So, creating that credible simulation, that's something PurpleSharp can do. Another one is randomness, being able to run a technique against a random host to really identify if your detection controls are working end-to-end across your environment. That's the second one. And I guess the third one would be just simplicity. Maybe you can run simple binary that you can just copy on a host and run simulations from. Very good. Cool. I think that's it for the questions for now. Oh, here we go. Did you guys teach a course on this during this week? No, we didn't. But maybe that's a good idea. Maybe we can do that on the next one. That will be fun. Yeah, definitely. I know we had fun doing the demos. Yeah, too much. Too much. Maybe something in the future that you can do a workshop. Yeah, I think that's it for this. And if you guys don't mind sticking around for a little bit and let's talk track one. Sure. If people have questions. So one last thing is just I'll be posting the links of all the demos right after this. So check out our Twitter. And you'll be able to watch all the third last demo, which was also really cool. We didn't get a chance to. Cool. Very good. Thank you guys again. I appreciate it. Yeah, most welcome. Thank you."
}