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Chain-of-thought monitorability should be reported relative to the monitor, held-out protocol, baseline, and failure mode.

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

This is why monitorability should be reported relative to a specified monitor class, held-out protocol, baseline, and failure mode.

https://arxiv.org/html/2611.01620extraction 0.75

Response section; paper defines monitorability as a monitor beating a baseline on held-out cases, so it depends on the monitor.

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