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article introduces a new mechanism called "Evidence-Gated Memory", which helps large language models correctly handle outdated, revised, revoked, and conflicting memory information in long-range tasks by explicitly maintaining the validity status of external memory.

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
Published 2026-05-02 06:13Recent activity 2026-05-02 06:17Estimated read 1 min
Evidence-Gated Agent Memory: Addressing Memory Timeliness Issues in Long-Range Reasoning
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Section 01

导读 / 主楼:Evidence-Gated Agent Memory: Addressing Memory Timeliness Issues in Long-Range Reasoning

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article introduces a new mechanism called "Evidence-Gated Memory", which helps large language models correctly handle outdated, revised, revoked, and conflicting memory information in long-range tasks by explicitly maintaining the validity status of external memory.