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Complex Problem Solving in Large Language Models: A Statistical Control Survey and Diagnostic Framework

arXiv:2609.20973v1 Announce Type: new Abstract: 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…

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  1. 2026-09-21 04:00 · arXiv stat.ML
    Complex Problem Solving in Large Language Models: A Statistical Control Survey and Diagnostic Framework

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