Department of Economics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Science. 2023 Jul 14;381(6654):187-192. doi: 10.1126/science.adh2586. Epub 2023 Jul 13.
We examined the productivity effects of a generative artificial intelligence (AI) technology, the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a preregistered online experiment, we assigned occupation-specific, incentivized writing tasks to 453 college-educated professionals and randomly exposed half of them to ChatGPT. Our results show that ChatGPT substantially raised productivity: The average time taken decreased by 40% and output quality rose by 18%. Inequality between workers decreased, and concern and excitement about AI temporarily rose. Workers exposed to ChatGPT during the experiment were 2 times as likely to report using it in their real job 2 weeks after the experiment and 1.6 times as likely 2 months after the experiment.
我们考察了生成式人工智能(AI)技术——辅助聊天机器人 ChatGPT——在中级专业写作任务背景下的生产力效应。在一项预先注册的在线实验中,我们向 453 名接受过大学教育的专业人士分配了与职业相关的、有报酬的写作任务,并随机让其中一半人接触 ChatGPT。我们的结果表明,ChatGPT 大幅提高了生产力:平均用时减少了 40%,产出质量提高了 18%。工人之间的不平等程度降低,对 AI 的担忧和兴奋情绪暂时上升。在实验中接触到 ChatGPT 的工人,在实验结束后 2 周内报告在实际工作中使用 ChatGPT 的可能性是未接触工人的 2 倍,在实验结束后 2 个月内报告使用 ChatGPT 的可能性是未接触工人的 1.6 倍。