Asking Forever: Universal Activations Behind Turn Amplification in Conversational LLMs

Zachary Coalson, Bo Fang, Sanghyun Hong

Multi-turn interaction length is a dominant factor in the operational costs of conversational LLMs. In this work, we present a new failure mode in conversational LLMs: turn amplifi…