# UIUC, Google, Stanford and others jointly review how Proactive AI can move toward superintelligent agents

- Source: 机器之心 · 微信公众号
- Published: 2026-10-27T07:00:00.000Z
- RoboHot: https://robohot.news/en/items/r94kwnp4r0lnedrxbd9m6cfj8
- Original: https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651070502&idx=3&sn=437d61608a30412798ed463d67e6653e&chksm=8568a864745afdbc69ea81a06b67275c8cc43e0d1918011701907b71590632a76f069ee669a1&scene=126&sessionid=1793109700#rd

## Summary

Researchers from UIUC, Google, Stanford, UC Berkeley and CMU jointly published the review "Proactive AI for Superintelligent Agents," systematically mapping the research landscape of proactive AI and proposing a 6A framework composed of six capabilities: Awareness, Anticipation, Agenda, Arbitration, Action and Adaptation.