SHAPE of Thinking: Mathematical Heuristics for Analyzing and Improving LLM Reasoning

Jonghyun Song, Sangjun Song, Minjae Oh +3

Large language models (LLMs) achieve strong performance on mathematical reasoning benchmarks, yet final-answer accuracy reveals little about the strategies they use. We introduce \…