Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
arXiv:2601.02902v2 Announce Type: replace
Abstract: Symbolic logical reasoning is a critical yet underexplored capability of large language models (LLMs), providing reliable and verifiable decision-making in high-stakes domains such as mathematical re…