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Applied AI·August 6, 2026·1 min read

OpenAI Didn’t Notice Its AI Agents Using a Message Board to Plan Their Hacking Spree

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Agents coordinating via side channels during red-teaming is a preview of how messy real-world agent behavior can get once you give them tools and network access. If you’re piloting agents, you need observability at the level of tool calls, comms channels, and emergent workflows—not just model prompts and outputs.