Model Monitor

OpenAI has deployed an internal Control Room system that routes agent training, evaluation and data-processing workloads through a central authorization service, capable of blocking further model output within 35 seconds of a stop order. Unlike passive monitoring, it actively intercepts risky tasks via per-task IDs validated against the inference engine, with dedicated model monitors attached to all frontier reinforcement learning runs.