---
title: "Self-Evolving LLM Memory Extraction"
created: 2026-04-15
updated: 2026-04-15
type: concept
tags: [memory, agent, self-evolving, heterogeneous]
sources: [raw/papers/2026/04/2604.11610.md]
---
# Self-Evolving LLM Memory Across Heterogeneous Tasks

## 核心
跨异构任务的 LLM 记忆自进化：记忆系统在不同任务间迁移和进化，而非每个任务从零开始。

## Related
- [[hypermem]]
- [[memreader]]
- [[lightmem-agent-memory]]