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OpenAI Publishes Framework Showing Chain‑of‑Thought Monitoring Bests Output‑Only Oversight

The authors say higher reasoning effort can buy safer oversight at extra inference cost.

OpenAI Tests 'Confession' Channel to Get AI Models to Admit Misbehavior

Sam Altman Says AI Has Crossed the Event Horizon as Takeoff Begins