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Not All LLM Reasoning is Visible in the Chain-of-Thought
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We demonstrate a concrete failure mode where frontier models exhibit invisible reasoning by leveraging semantically irrelevant filler tokens to improve performance on synthetic reasoning tasks.
Language models can perform multi-step reasoning using non-legible intermediate tokens.
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