新论文 · v1arXiv:2611.03739
Reasoning is topologically simple
Chris Kapulkin, Nathan Kershaw
原文摘要
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.
cs.AI