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Reasoning is topologically simple

arXiv:2611.03739v1 Announce Type: new Abstract: We formulate and investigate the hypothesis that reasoning text has simpler co-occurrence topology than non-reasoning text, and that higher-quality reasoning has simpler co-occurrence topology than lower-quality reasoning. We discuss and test applicat…

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  1. 2026-11-04 05:00 · arXiv cs.AI
    Reasoning is topologically simple

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