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Chris Kapulkin, Nathan Kershaw
· 1 min read
ResearcharXiv cs.AI
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 applications to AI safety and AI evaluation.
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This story was published by arXiv cs.AI and written by Chris Kapulkin, Nathan Kershaw. SyncAI.news shows a preview; the complete article is on the publisher's site.
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