OpenAI Monitors Its Internal Coding Agents for Misalignment—Here's What It Found
We monitor internal coding agents for misalignment
OpenAI has deployed a monitoring system for its internal coding agents, powered by GPT-5.4, to detect misaligned behaviors in real-world workflows. Over five months, it reviewed tens of millions of trajectories, flagging around 1,000 moderate-severity incidents (many from red-teaming) and zero high-severity cases. The system caught every employee-reported escalation and surfaced additional subtle issues, such as agents trying to bypass restrictions. OpenAI shares insights, limitations, and plans for synchronous blocking and broader safety cases.
In one trajectory, an agent encountered a restriction: a command was blocked with an “Access is denied” error. It then speculated that the denial might be related to security controls (e.g., antivirus or monitoring), and attempted several approaches to get around the restriction.