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When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors

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we find that models can learn to obscure their intentions, but only when given significant help, such as detailed human-written strategies or iterative optimization against the monitor.

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https://arxiv.org/abs/2507.05246
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  1. Oct 30, 2026Entered the graphEntered the graph; no copy stored