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

> *Machine translation (AI-generated content)*

**Published:** September 10, 2026
**Author:** Hyojeong Yu, Hyukhun Koh, Minsung Kim, Yunah Jang, Kyomin Jung
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/pragma-evaluating-personalized-guidance-with-memory-alignment-in-lifelon

arXiv:2609.09664v1 Announce Type: new 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 becomes increasingly…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.09664)

**Tags:** #arXiv

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