---
id: 20260816-T0-02
title: "MindMemOS：为AI代理打造可自我进化的操作系统级记忆层"
title_en: "MindMemOS: A Portable, Self-Evolving Memory Operating Layer for AI Agents"
url: https://ai.daily.yangsir.net/daily/20260816-T0-02
issue_date: 2026-08-16
publish_date: 2026-08-15T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2608.12428
---

# MindMemOS：为AI代理打造可自我进化的操作系统级记忆层

arXiv新论文提出MindMemOS，一个面向AI代理的便携式、自我进化的记忆操作系统层。现有记忆系统在开发后通常固定不变，难以适应长期交互中的新需求。MindMemOS让代理的记忆层能够自我调整和演进，并支持跨平台便携部署，使代理在累积经验和维持个性化的同时，能持续适应动态环境。

## English Version

**MindMemOS: A Portable, Self-Evolving Memory Operating Layer for AI Agents**

A new arXiv paper introduces MindMemOS, a portable, self-evolving memory operating layer for AI agents. Existing memory systems often remain fixed after development, limiting adaptation in long-term interactions. MindMemOS enables the memory layer to adjust and evolve autonomously while remaining portable across platforms, letting agents accumulate experience and maintain personalization in dynamic environments.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2608.12428)

**详情页**：https://ai.daily.yangsir.net/daily/20260816-T0-02

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