{"version":"1.0","generated_at":"2026-09-27T14:55:55.694193","id":2541,"slug":"ai-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues","title":"研究称：AI 可能让科学家做更多工作但质量下降，而非更少工作但质量提升","summary":"普林斯顿、华盛顿大学等机构的一项理论经济学论文指出，即使语言模型完美运行，也可能让科研变得更糟而非更好。因为 AI 节省了时间，研究者会在每个项目上投入更少的精力，而不是更多。该模型基于最优觅食理论，模拟了 AI 在不同阶段的应用对科研深度的影响，发现三种场景中有两种会导致研究深度下降。","abstract":"研究称：AI 可能让科学家做更多工作但质量下降，而非更少工作但质量提升 普林斯顿、华盛顿大学等机构的一项理论经济学论文指出，即使语言模型完美运行，也可能让科研变得更糟而非更好。因为 AI 节省了时间，研究者会在每个项目上投入更少的精力，而不是更多。该模型基于最优觅食理论，模拟了 AI 在不同阶段的应用对科研深度的影响，发现三种场景中有两种会导致研究深度下降。 普林斯顿、华盛顿大学等机构的一项理论经济学论文指出，即使语言模型完美运行，也可能让科研变得更糟而非更好。因为 AI 节省了时间，研究者会在每个项目上投入更少的精力，而不是更多。该模型基于最优觅食理论，模拟了 AI 在不同阶段的应用对科研深度的影响，发现三种场景中有两种会导致研究深度下降。 原贴提到：Even if language models worked perfectly, they could make research worse 来源：the-decoder.com 即使语言模型完美运行，也可能让研究变得更糟，而非更好。一项新的理论研究表明，因为 AI 节省了时间，研究人员会在每个项目上投入更少的精力，而不是更多。 语言模型本应在从提出假设到分析数据再到撰写论文的每个阶段加速科学。显而易见的希望是，如果 AI 处理了繁琐的日常任务，研究人员将有更多时间真正思考。 一篇由普林斯顿大学、华盛顿大学及其他机构的研究人员撰写的理论经济学论文，对这一假设提出了质疑。当 AI 从科学家的工作中分担任务时，这位科学家的时间就变得更有价值。花在现有项目上的每一小时，都是本可以用于启动新项目的一小时。经济学家称之为“机会成本”…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/2541/ai-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues","html_url":"https://opc.beizhux.com/content/2541/ai-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues","json_url":"https://opc.beizhux.com/content/2541/ai-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues.json","published_at":"2026-08-23T17:01:17","updated_at":"2026-09-27T14:08:05","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-could-make-scientists-do-more-work-less-well-not-less-work-better-study-argues/"},"tags":["AI","AI科研","LLM","The 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research worse；来源：the-decoder.com"},{"question":"这篇文章和哪些AI专题相关？","answer":"它适合放在AI副业、AI工具、AI超级个体专题里阅读。 关联原因：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。；这篇内容命中「效率」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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