04:00
2026-05-25
arxiv.org
large-language-models
When Do LLMs Reason? A Dynamical Systems View via Entropy Phase Transitions
Researchers have found that chain-of-thought reasoning in large language models is only beneficial when early-stage entropy dynamics show consistent reduction, according to a new study on arXiv. The t…