Token Statistics Reveal Conversational Drift in Multi-turn LLM Interaction

Wael Hafez, Amir Nazeri

Large language models, LLMs, are increasingly deployed in multiturn settings where earlier responses shape later ones, making reliability dependent on whether a conversation remain…