Tagged:

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

• Multi-Agent Orchestration Security: Trust, Delegation, and Inter-Agent Attack Surfaces

  When Agent A delegates a task to Agent B, the security properties of the entire system reduce to the weakest trust model in the chain. This post maps the attack taxonomy unique to orchestrator-worker architectures — privilege escalation, agent impersonation, confused deputy, tool-chain hijacking — and pairs each with concrete defenses grounded in published research.

  Jul 10, 2026 agent-security multi-agent orchestration trust-model privilege-escalation autogen langchain architecture llm