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News/Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
arxiv
PublishedJune 11, 2026 at 4:00 AM
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Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning

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arXiv:2601.00791v2 Announce Type: replace-cross Abstract: Verifying whether a language model is genuinely reasoning or pattern-matching remains an open problem: learned verifiers are expensive, and output-based heuristics are brittle. We show that valid mathematical reasoning induces a measurable, t

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