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arxiv_llm_reliability ยท Oct 21, 2026 ยท paper

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

arxiv.orgOct 21, 2026
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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 t...

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