Multi-Turn Conversations Crash LLM Performance to 65%, Microsoft and Salesforce Paper Finds

A joint research paper tested leading LLMs in realistic multi-turn dialogues and found accuracy plummeted from 90% in single-turn to 65% — with compounding errors from forgotten context, false assumptions, and instruction drift.