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July 13, 2023Science1,659 citations

Experimental evidence on the productivity effects of generative artificial intelligence

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SNShakked NoyWZWhitney Zhang

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Abstract

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.

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Cite This Study

Noy et al. (2023) studied this question.

synapsesocial.com/papers/69d700e975cae9790bed9010https://doi.org/10.1126/science.adh2586
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