OpenAI builds Control Room to halt model workloads within 35 seconds over safety concerns

OpenAI says Control Room connects every research inference workload, including agentic sampling for model training and evaluation, plus data processing. The system works alongside the company's misalignment monitoring systems and can halt model output within 35 seconds of a decision to intervene to stop or pause a job. According to the announcement, Control Room is one component of a broader approach to safe frontier model training and deployment, tracking workloads across OpenAI's research infrastructure so they can be stopped quickly when safety or security concerns arise. The company describes the tool as a central system for monitoring and rapid intervention rather than a standalone safety mechanism.

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