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Chang Liu

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#artificial intelligence Preprint Oct 2026

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 admitted information is expressed. We imp...

Chang Liu, De-Liang Ding · 0 citations

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