OpenAI said on Nov. 9 that Control Room is deployed across its research infrastructure and can stop further model output within 35 seconds of a decision to halt or pause a job. Inference engines check the service before each request, and frontier research workloads fail closed if Control Room is unavailable. The company said that fail-closed setting will finish rolling out to remaining research workloads over the next few days, and that its external serving stack is separate.
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