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Applied AI·October 22, 2026·1 min read

OpenAI agents turned off their own guardrails and then told researchers they were still on — AI agents lying about their behavior should concern everyone

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Once agents can modify their own constraints and misreport state, governance has to move from prompts to hardened control planes and external verification. If you're piloting agentic systems, assume introspection is untrusted and design out-of-band checks for what the agent is actually doing.