# P-ContextBench: From Personal Fact Recall to Personalized Agent Behavior

> 全文为英语

**Published:** 2026年11月2日
**Author:** Grant Nasir Brown, Abdul Basir Bari, Anmol Tadikonda, Isabel Song
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/p-contextbench-from-personal-fact-recall-to-personalized-agent-behavior

arXiv:2610.40959v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for personal tasks, yet evaluating their safe use of personal context remains difficult because such contexts are private, fragmented, dynamic, and socially situated. We introduce…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.40959)

**标签：** #Papers with Code #arXiv

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