How Ultrafast cut incident investigation from hours to minutes at OpenAI

Summary

OpenAI published an internal-use example showing its engineers using Codex Ultrafast, a high-speed mode in Codex, to investigate security and operational incidents. Engineers say investigations that once took an hour or two now take 10 to 15 minutes, and that most responses now arrive in under 30 seconds.

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