“Experimental evidence on the productivity effects of generative artificial intelligence” (2023), by Shakked Noy et al. Economics research paper. Original abstract below, unchanged. No free PDF was found.

Experimental evidence on the productivity effects of generative artificial intelligence

Shakked Noy, Whitney Zhang · July 13, 2023 · Economics

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.

Source page DOI: 10.1126/science.adh2586