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| | AI正在「惩罚」那些用它写作业的中学生 | | | 人物 ｜ 2026-09-15 | | | |
| 声明： 本消息或因风格和篇幅原因进行过编辑，但未经核实，也不代表我们的立场、观点或建议。如有侵权，联系秒删。[ 使用条款 ] |
scroll 0 1 今天，生成式AI已经渗透进我们的生活日常。在高校，学生用AI读论文，用AI写论文，再用AI降AI率；在职场，因AI而生的Token被写进员工的绩效考核。
对于许多中小学生来说，AI也已经成为写作业时触手可及的工具。不会做的题，可以问AI；写不出的作文，可以让AI代劳；一道原本需要花10分钟完成的题，不到1分钟就能得到答案。
我们越来越依赖AI的便捷与效率，却很少思考它的代价。
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吴延晖是香港大学经济学系教授。过去3年，他和瑞典斯德哥尔摩大学经济学教授大卫·斯特伦伯格（DavidStrömberg）追踪了中国中部某县的26811名初高中生，试图厘清一个简单而重要的问题：AI的介入究竟会如何影响学生的学习能力？
数据很直观。使用生成式AI外包作业后，学生的作业成绩短期内提升约18%，但6个月内月考成绩平均下滑20%。更深的影响出现在两年后——学生的中考、高考成绩分别最多下降24%和18%。
他们将这一发现总结为「AI学习惩罚」。在吴延晖看来，这种惩罚隐秘而持久。对职场员工来说，使用AI提升工作效率，这本就是目标之一。但对学生来说，效率只是手段，学习能力的提升才是最终目的。AI或许可以在短时间内吞掉做题的痛苦、枯燥，提高过程中的学业表现，但长期来看，它损伤的不只有考试分数，还包括需要靠时间积累的分析能力，一个人持之以恒的耐心，以及面对问题时的好奇与对真实世界的感知。
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点击朱笔，直抒胸臆