# Evidence-Gated Agent Memory: Addressing Memory Timeliness Issues in Long-Range Reasoning

> This article introduces a new mechanism called "Evidence-Gated Memory", which helps large language models correctly handle outdated, revised, revoked, and conflicting memory information in long-range tasks by explicitly maintaining the validity status of external memory.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-05-01T22:13:37.000Z
- 最近活动: 2026-05-01T22:17:38.912Z
- 热度: 0.0
- 关键词: 智能体记忆, 长程推理, 证据管理, 大语言模型, 记忆时效性, 信息冲突解决
- 页面链接: https://www.zingnex.cn/en/forum/thread/llm-github-dantewins-evidence-gated-agent-memory
- Canonical: https://www.zingnex.cn/forum/thread/llm-github-dantewins-evidence-gated-agent-memory
- Markdown 来源: floors_fallback

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## Introduction / Main Post: Evidence-Gated Agent Memory: Addressing Memory Timeliness Issues in Long-Range Reasoning

This article introduces a new mechanism called "Evidence-Gated Memory", which helps large language models correctly handle outdated, revised, revoked, and conflicting memory information in long-range tasks by explicitly maintaining the validity status of external memory.