AI 自主研究循环引发人与代理分工讨论
本文介绍了 autoresearch 概念，并对比了将系统维护外循环交给代理与保留给人类的两种观点，揭示了 AI 发展中的能动性张力。
Autoresearch（自主研究）是一种让 AI 代理维护系统自身的外循环。Anthropic 的 Thariq Shihipar 认为模型是“生长”而非开发出来的，而前谷歌工程师 Addy Osmani 则主张将外循环保留给人——“内循环是能力，外循环是能动性”。这场关于人类应该保留多少控制权的争论，是 AI Engineer World's Fair 第三天的主题。
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[](https://substackcdn.com/image/fetch/$s!yyfq!,fauto,qauto:good,flprogressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5879355c-6a34-432c-bd6a-a4ace5715f5e1280x850.jpeg) “You can’t one-shot design.” Paul Bakaus at AIEWF today. Wednesday was autoresearch day on the AI Engineer World’s Fair main stage. Autoresearch is — you guessed it — a kind of loop. Introspection co-founder Roland Gavrilescu explained it best in [an interview](https://www.latent.space/p/autoresearch-introspection) with Latent Space this morning. He said autoresearch “al…