Complex Problem Solving in Large Language Models: A Statistical Control Survey and Diagnostic Framework
Complex problem solving (CPS) with large language models (LLMs) is often framed as a matter of stronger reasoning or longer generation. Yet early-step error amplification, prompt brittleness, and failures to revise incorrect commitments are difficult to explain by missing knowledge or expressive capacity alone. This su...
Jia-Zhang Cai, Tao Wang, Rui-Dong Zhang et al.
· 0 citations