The Rapid Adoption of Generative AI

Generative artificial intelligence (genAI) is a potentially important new technology, but its impact on the economy depends on the speed and intensity of adoption. This paper reports results from a series of nationally representative U.S. surveys of genAI use at work and at home. As of late 2024, 45% of the U.S. population age 18–64 uses genAI. Among employed respondents, 27% used genAI for work at least once in the previous week: 10% used it every workday and 17% on some but not all workdays. Relative to each technology’s first mass-market product launch, work adoption of genAI has been faster than the personal computer (PC), and overall adoption has outpaced both PCs and the internet by an even wider margin. Between 1% and 7% of all work hours are currently assisted by genAI, and respondents report time savings equivalent to 1.4% of total work hours. Potential productivity gains vary widely by industry, and firm climate and policies play an important role in adoption patterns. This paper was accepted by Alfonso Gambardello, business strategy. Funding: This work was supported by the Walmart Foundation [Grant 252882]. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2025.02523 .

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Publication Details

Journal
Management Science
Published
2026-01-20
DOI
https://doi.org/10.1287/mnsc.2025.02523
Citations
1
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
25.65
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The Rapid Adoption of Generative AI

1 citations
Management Science
Ethics and Social Impacts of AI
25.65
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The Rapid Adoption of Generative AI

article en
1 citations

Abstract

Generative artificial intelligence (genAI) is a potentially important new technology, but its impact on the economy depends on the speed and intensity of adoption. This paper reports results from a series of nationally representative U.S. surveys of genAI use at work and at home. As of late 2024, 45% of the U.S. population age 18–64 uses genAI. Among employed respondents, 27% used genAI for work at least once in the previous week: 10% used it every workday and 17% on some but not all workdays. Relative to each technology’s first mass-market product launch, work adoption of genAI has been faster than the personal computer (PC), and overall adoption has outpaced both PCs and the internet by an even wider margin. Between 1% and 7% of all work hours are currently assisted by genAI, and respondents report time savings equivalent to 1.4% of total work hours. Potential productivity gains vary widely by industry, and firm climate and policies play an important role in adoption patterns. This paper was accepted by Alfonso Gambardello, business strategy. Funding: This work was supported by the Walmart Foundation [Grant 252882]. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2025.02523 .

Management Science
Vanderbilt University (US), Harvard University Press (US), Dana-Farber/Harvard Cancer Center (US), Federal Reserve Bank of St. Louis (US)
Climate action
Openalex Percentile: Top 1%
Ethics and Social Impacts of AI
25.65
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The Rapid Adoption of Generative AI · Management Science (2026) | TGRS Research Map | TGRS