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Visible chain-of-thought traces make language-model behavior easier to monitor.

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Chain-of-Thought Oversight Requires Separate Evidence for Faithfulness and MonitorabilityNov 1, 2026 · mentions it Untraced · nothing upstream recorded

A common assumption in chain-of-thought (CoT) oversight is that a visible reasoning trace makes model behavior easier to monitor. We argue that this assumption can conflate distinct properties

Chain-of-Thought Oversight Requires Separate Evidence for Faithfulness and Monitorabilitydeniesextraction 0.75

Opening of abstract; the paper argues the assumption conflates visibility, faithfulness, localizability and monitorability.

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