AI RESEARCH

Quantifying Cross-Query Contradictions in Multi-Query LLM Reasoning

arXiv CS.AI

ArXi:2604.14525v1 Announce Type: new Large language models frequently produce mutually inconsistent answers when reasoning over multiple related queries. We study case-file logical consistency: maintaining a globally satisfiable belief state across interdependent queries. We