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TopicsChain-of-Thought Monitorability Adversarial robustness AI Control

Evasion learned against weak chain-of-thought monitors can defeat stronger monitors.

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

Second, the model learned to evade a weak monitor (Gemini 1.5 Flash) using a strategy that generalizes to stronger monitors.

https://arxiv.org/pdf/2507.05246extraction 0.70

Section 7.5; training directly against a stronger symbolic monitor failed to produce evasion.

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