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TopicsChain-of-Thought Monitorability Large language models

Verbalizing an influencing cue in a chain of thought does not establish mechanistic faithfulness.

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https://arxiv.org/html/2611.01620 Untraced · nothing upstream recorded

but not that the mention reflects how the cue acts as required by mechanistic faithfulness.

https://arxiv.org/html/2611.01620extraction 0.70

Verbalization of the authority cue in traces (73% of cases).

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