# Why Bother Me Again? Benchmarking Personal Agent Memory for Interaction Preferences

> 全文为英语

**Published:** 2026年10月23日
**Author:** Jialin Li, Zhenhao Chen, Hanjun Luo, Hanan Salam
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/why-bother-me-again-benchmarking-personal-agent-memory-for-interaction-p

arXiv:2610.30485v1 Announce Type: new Abstract: Personal intelligence systems are taking on increasingly complex everyday tasks, yet repeated questions, unnecessary confirmations, and unwanted outreach can turn capable assistance into interaction burden. Reducing this burden…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.30485)

**标签：** #arXiv

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