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News/The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving LLM Memory
arxiv
PublishedJuly 1, 2026 at 4:00 AM
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The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving LLM Memory

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arXiv:2606.31121v1 Announce Type: new Abstract: Sequentially evolving LLM memory enables agents to reuse past experience, but existing systems usually deploy each locally generated memory update without checking whether it improves future behavior. As a result, updates that help the current task may

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