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arXiv — cs.AI

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Whose Memory Is It? Scope-Aware Commit Rules for Long-Term LLM Memory

Persistent memory allows an LLM agent to carry experience across conversations, but it also turns a local reasoning mistake into a durable one. During deliberation, an agent may consider a plan, simulate a tool result, report another speaker's belief, and then reject all of…

arXiv — cs.AIBy: Hongyu Gu, Xinchang LiOctober 8, 2026 (Oct 8)
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AI Summary & Key Takeaways

  • Persistent memory allows an LLM agent to carry experience across conversations, but it also turns a local reasoning mistake into a durable one
  • During deliberation, an agent may consider a plan, simulate a tool result, report another speaker's belief, and then reject all of…
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Whose Memory Is It? Scope-Aware Commit Rules for Long-Term LLM Memory

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