Papers

研究分析 769 条任务日志:AI 智能体完成 55% 提案,人类仍主导 85% 决策

AI agents do more of the work in model development, but humans still make the decisions

Why we picked it

769 条真实任务日志的数据挺扎实:AI 提案占 55%,但拍板 85% 还是人。想搞清人机分工边界的可以看看。

一个研究团队分析了自研 AI 模型过程中的 769 条任务日志。结果显示,AI 智能体提供了最多 55% 的方法提案,但超过 85% 的最终决策仍由人类做出。

Body

约三分之一的任务在没有 AI 参与的情况下本不会被尝试。作者指出,智能体活动增多并不等于自主性提高。

Original · Decoder

AI agents do more of the work in model development, but humans still make the decisions

A research team analyzed 769 task logs from building its own AI model. AI agents supplied up to 55 percent of method proposals, but humans made more than 85 percent of final decisions. A third of the tasks wouldn't have been attempted without AI. The authors warn that more agent activity doesn't mean more autonomy. The article AI agents do more of the work in model development, but humans still make the decisions appeared first on The Decoder .

Industry Coordinates & Source Verification

This report is categorized under AITOP's "Papers" desk. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include 智能体, 研究报告, 模型开发.

Source attribution: curated from Decoder (@Jonathan Kemper).