Google DeepMind 论文：主动式 AI 智能体进入团队后，有人视为救星有人感到被监视

Rohan Paul· @rohanpaul_ai · X·2026-10-25 14:24· 53 分钟前AI 评分56

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Google DeepMind 论文研究主动式 AI 智能体在大公司 20 多个团队运行 5 个月的情况，并访谈 17 名用户，发现同一智能体被部分人视为救星，另一些人却因它擅自动作而感到压力。智能体把过期文档当现状、给 VP 标记 16 个 bug、提前分享草稿海报、误读讽刺；被强推的团队比自愿采用团队更不宽容其失误。作者建议经团队同意后再部署智能体、分离权限并提供易用的撤销方式。

正文 · 原文

New Google DeepMind paper finds that the same AI assistant was a lifesaver to some workers and a source of stress to others, because it acted without being asked.

The agent ran in over 20 teams at a large tech company for 5 months, and researchers interviewed 17 users. It treated stale docs as current, tagged a VP on 16 bugs, shared a draft poster before its owner was ready, and misread sarcasm.

Some users called it a lifesaver, while others felt watched and moved sensitive talks to agent-free chats. Teams that chose the agent forgave its early mistakes, but people who felt it was pushed on them did not.

Roll agents out with team consent, separate permissions, and an easy way to undo their actions.

来源：Rohan Paul · x.com