---
id: 20260429-T0-07
title: "Superminds测试评估代理群体集体智能"
title_en: "Superminds Test Evaluates Agent Collective Intelligence"
url: https://ai.daily.yangsir.net/daily/20260429-T0-07
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/2604.22452
---

# Superminds测试评估代理群体集体智能

论文《Superminds Test》提出通过探测代理评估集体智能的方法。研究测试了百万规模代理群体的协作能力，发现集体智能随规模增长呈现非线性特征。该测试框架为多代理系统性能评估提供新标准。

## English Version

**Superminds Test Evaluates Agent Collective Intelligence**

The paper 'Superminds Test' proposes evaluating collective intelligence through probing agents. It tested collaborative abilities of million-agent populations, finding non-linear scaling of group intelligence. The framework sets new standards for multi-agent assessment.

---

**来源**：[arXiv cs.AI](https://arxiv.org/abs/2604.22452)

**详情页**：https://ai.daily.yangsir.net/daily/20260429-T0-07

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*