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Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence

  • Paper
  • Mar 2, 2023
  • #ArtificialIntelligence #Productivity #ChatGPT
Shakked Noy
@shakked_noy
(Author)
Whitney Zhang
@whitneywzhang
(Author)
economics.mit.edu
Read on economics.mit.edu
1 Recommender
1 Mention
Abstract We examine the productivity effects of a generative artificial intelligence technology—the assistive chatbot ChatGPT—in the context of mid-level professional writing tasks.... Show More

Abstract
We examine the productivity effects of a generative artificial intelligence technology—the assistive chatbot ChatGPT—in the context of mid-level professional writing tasks. In a preregistered online experiment, we assign occupation-specific, incentivized writing tasks to 444 college-educated professionals, and randomly expose half of them to ChatGPT. Our results show that ChatGPT substantially raises average productivity: time taken decreases by 0.8 SDs and output quality rises by 0.4 SDs. Inequality between workers decreases, as ChatGPT compresses the productivity distribution by benefiting low-ability workers more. ChatGPT mostly substitutes for worker effort rather than complementing worker skills, and restructures tasks towards idea-generation and editing and away from rough-drafting. Exposure to ChatGPT increases job satisfaction and self-efficacy and heightens both concern and excitement about automation technologies.

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Andre Retterath @AndreRetterath · Mar 5, 2023
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Great paper on the effects of generative AI on productivity
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