arXiv:2611.03739 · v1

Reasoning is topologically simple

首次提交 2026-11-02 08:12

版本更新 2026-11-02 08:12

雷达观测 2026-11-04 23:42

摘要

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.

作者备注：15 pages + 14 pages of appendices