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Evaluating chain-of-thought monitorability

OpenAI publishes a chain-of-thought monitorability framework with 13 evaluations across 24 environments, finding that monitoring internal reasoning outperforms output-only monitoring.

Dec 18 · · primary fetch1 sourceupdated Dec 18 ·

OpenAI introduces a new framework and evaluation suite for chain-of-thought monitorability, covering 13 evaluations across 24 environments. Our findings show that monitoring a model’s internal reasoning is far more effective than monitoring outputs alone, offering a promising path toward scalable control as AI systems grow more capable.

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  1. openai.comEvaluating chain-of-thought monitorabilityprimary