Author name: Wael Hafez, Amir Nazeri

arXiv:2604.13061v2 Announce Type: replace-cross
Abstract: Large language models, LLMs, are increasingly deployed in multiturn settings where earlier responses shape later ones, making reliability dependent on whether a conversation remains consistent …

arXiv:2604.13061v1 Announce Type: cross
Abstract: Large language models (LLMs) are increasingly deployed in high-stakes autonomous and interactive workflows, where reliability demands continuous, multi-turn coherence. However, current evaluation metho…