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2 posts

• Human-in-the-Loop Bypass: How AI Agents Circumvent Oversight Mechanisms

  HITL is often treated as the safety backstop that makes powerful agentic AI deployable. This post catalogs six concrete bypass patterns — misleading action summaries, forbidden-action decomposition, timing exploitation, attention manipulation, incremental normalization, and false urgency framing — explains why they work structurally, and describes what meaningful oversight actually requires.

  Jul 14, 2026 agent-security human-in-the-loop oversight ai-safety agentic-ai red-teaming langchain langgraph autogen crewai eu-ai-act nist-rmf approval-bypass

• AI Security and the Law: What the EU AI Act, NIST AI RMF, and ISO 42001 Actually Require of Builders

  The EU AI Act creates statutory security obligations for high-risk AI systems; NIST AI RMF 1.0 and ISO/IEC 42001:2023 are becoming de facto requirements through procurement and certification. This post maps specific requirements — adversarial testing, incident reporting deadlines, robustness mandates — to the attack classes they govern and the controls that address them.

  Jul 7, 2026 regulatory-compliance eu-ai-act nist-ai-rmf iso-42001 risk-management governance red-teaming incident-response