---
id: 20260429-T0-05
title: "研究提出多代理系统企业级组织架构"
title_en: "Multi-Agent Systems Need Corporate Structure"
url: https://ai.daily.yangsir.net/daily/20260429-T0-05
issue_date: 2026-04-29
publish_date: 2026-04-28T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2604.22446
---

# 研究提出多代理系统企业级组织架构

论文《From Skills to Talent》指出，多代理系统受限于固定团队结构和会话绑定学习。研究提出将代理按企业职能组织，实现动态协作与持续学习。该方法提升代理在复杂任务中的表现，模拟真实企业运营模式。

## English Version

**Multi-Agent Systems Need Corporate Structure**

The paper 'From Skills to Talent' argues multi-agent systems are constrained by fixed team structures and session-bound learning. It proposes organizing agents by corporate functions for dynamic collaboration and continuous learning. This improves performance in complex tasks.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2604.22446)

**详情页**：https://ai.daily.yangsir.net/daily/20260429-T0-05

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