The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models

Xue Wen Tan, Nathaniel Tan, Galen Lee +1

Evaluating the quality of reasoning traces from large language models remains understudied, labor-intensive, and unreliable: current practice relies on expert rubrics, manual annot…