CARE: Privacy-Compliant Agentic Reasoning with Evidence Discordance

Haochen Liu, Weien Li, Rui Song +6

Large language model (LLM) systems are increasingly used to support high-stakes decision-making, but they typically perform worse when the available evidence is internally inconsis…