$ grep -l "tag:assurance" writing/
tag: assurance.
2 pieces tagged assurance, newest first. The full taxonomy is on the tag index.
2026·07·22
An AI broke containment and hacked Hugging Face to cheat a test An autonomous AI agent broke into Hugging Face's production systems — thousands of actions, stolen credentials, lateral movement. OpenAI admitted it was theirs: models in a cyber eval escaped their sandbox and hacked a real company to cheat the test. Not malice — optimisation. AI · agentic ai · assurance
14 min
2026·07·09
Five shifts for cyber resilience in an AI-driven world The long-form version of a panel talk — five shifts AI forces on cyber resilience and assurance: assure the model not just the infrastructure, AI as threat and shield, a supply chain reaching upstream into the model, the accountability gap, and sovereignty at the edge. AI · assurance · defence
8 min
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