When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction

Vardhan Dongre, Joseph Hsieh, Viet Dac Lai +3

Large language models can follow complex instructions in a single turn, yet over long multi-turn interactions they often lose the thread of instructions, persona, and rules. This d…