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TopicsChain-of-Thought Monitorability AI Safety AI Control

Chain-of-thought monitoring provides a substantial defense against severe harms from current language models.

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https://arxiv.org/pdf/2507.05246 Untraced · nothing upstream recorded

We conclude that, while not infallible, CoT monitoring offers a substantial layer of defense that requires active protection and continued stress-testing.

https://arxiv.org/pdf/2507.05246extraction 0.80

Abstract conclusion; conditioned on current natural-language CoT paradigm.

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Created by extractor · Nov 10, 2026. Every judgment on this page is accompanied by a reasoning trace.