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arXiv — cs.AI

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What to Admit and How to Present: Governing Persistent Memory in LLM Agents

Persistent memory can improve personalization in LLM agents but can also induce sycophancy and cross-domain leakage. We distinguish two governance decisions: admission, which determines what recalled information enters the working context, and presentation, which determines how…

arXiv — cs.AIBy: Chang Liu, Deliang DingOctober 9, 2026 (Oct 9)
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  • Persistent memory can improve personalization in LLM agents but can also induce sycophancy and cross-domain leakage
  • We distinguish two governance decisions: admission, which determines what recalled information enters the working context, and presentation, which determines how…
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What to Admit and How to Present: Governing Persistent Memory in LLM Agents

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