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

> 全文为英语

**Published:** 2026年10月8日
**Author:** Hongyu Gu, Xinchang Li
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/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…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.09008)

**标签：** #arXiv

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