PRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations.

arXiv:2609.09664v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly deployed as personalized assistants that interact with users over extended periods of time. As conversations grow longer, relying on full interaction histories be