Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

ArXi:2603.03308v2 Announce Type: replace How does the conversational past of large language models (LLMs) influence their future performance? Recent work suggests that LLMs are affected by their conversational history in unexpected ways. For instance, hallucinations in prior interactions may influence subsequent model responses. In this work, we