The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning
arXiv:2605.01704v2 Announce Type: replace
Abstract: When copies of the same language model are prompted to debate, they produce diverse phrasings of one perspective rather than diverse perspectives. Multi-agent debate (MAD), and more broadly closed-sy…