AI RESEARCH
Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning
arXiv CS.AI
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ArXi:2601.02902v2 Announce Type: replace 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 reasoning and legal judgment.