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Zhen-Hao Chen

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#artificial intelligence Preprint Oct 2026

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

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 requires agents to remember how users want to be assisted. However, existing memory benchmar...

Jia-Lin Li, Zhen-Hao Chen, Han-Jun Luo et al. · 0 citations

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