{"version":"1.0","generated_at":"2026-09-28T10:11:29.169825","id":3108,"slug":"ai-agents-do-more-of-the-work-in-model-development-but-humans-still-make-the-decisions","title":"AI 智能体在模型开发中承担更多工作，但人类仍做决策","summary":"一项来自复旦等团队的研究记录了人类与 AI 智能体协作开发 Atria Dawn Preview 模型的过程。AI 参与 96.5% 的任务，智能体动作与人类输入比从 11 升至 28.5，但人类仍主导方法、参数和目标等关键决策，最终决策占比在 85% 以上。约三分之一 AI 辅助任务若没有 AI 则无法完成，人类判断而非执行成为瓶颈。","abstract":"AI 智能体在模型开发中承担更多工作，但人类仍做决策 一项来自复旦等团队的研究记录了人类与 AI 智能体协作开发 Atria Dawn Preview 模型的过程。AI 参与 96.5% 的任务，智能体动作与人类输入比从 11 升至 28.5，但人类仍主导方法、参数和目标等关键决策，最终决策占比在 85% 以上。约三分之一 AI 辅助任务若没有 AI 则无法完成，人类判断而非执行成为瓶颈。 一项来自复旦等团队的研究记录了人类与 AI 智能体协作开发 Atria Dawn Preview 模型的过程。AI 参与 96.5% 的任务，智能体动作与人类输入比从 11 升至 28.5，但人类仍主导方法、参数和目标等关键决策，最终决策占比在 85% 以上。约三分之一 AI 辅助任务若没有 AI 则无法完成，人类判断而非执行成为瓶颈。 原贴提到：A research team documented how humans and AI agents worked together to b 来源：the-decoder.com AI 智能体在模型开发中承担了更多工作，但人类仍然做出决策 一个研究团队记录了一个人类和 AI 智能体如何合作构建一个新 AI 模型的过程。这些发现挑战了关于智能体能够多么独立工作的一些预期。 当 AI 智能体帮助构建新 AI 模型时，谁做出决策？一个包括中国复旦大学研究人员的团队研究了自己的项目来找出答案。 这是什么信号 这不是“AI 自己写模型”的宣言，而是一份来自复旦等团队的自研项目日志：他们开发了 Atria Dawn Preview，一个基于混合专家架构…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/3108/ai-agents-do-more-of-the-work-in-model-development-but-humans-still-make-the-decisions","html_url":"https://opc.beizhux.com/content/3108/ai-agents-do-more-of-the-work-in-model-development-but-humans-still-make-the-decisions","json_url":"https://opc.beizhux.com/content/3108/ai-agents-do-more-of-the-work-in-model-development-but-humans-still-make-the-decisions.json","published_at":"2026-09-27T23:18:39","updated_at":"2026-09-28T09:24:52","category":{"slug":"ai-business","name":"AI小生意项目库"},"source":{"site":"the-decoder.com","author":"Jonathan Kemper","url":"https://the-decoder.com/ai-agents-do-more-of-the-work-in-model-development-but-humans-still-make-the-decisions/"},"tags":["AI Agents","AI智能体","AI治理","AI研发","Atria 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together to b；来源：the-decoder.com"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在Agent工作流、AI副业、AI工具专题里阅读。 关联原因：这篇内容命中「Agent、智能体」等主题信号。；这篇内容命中「项目、小生意、变现」等主题信号。；这篇内容命中「模型」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解AI工具、工具、自动化、模型、Cursor这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 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