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Paper detail

AI-exposed jobs deteriorated before ChatGPT

Public debate links worsening job prospects for AI-exposed occupations to the release of ChatGPT in late 2022. Using monthly U.S. unemployment insurance records, we measure occupation- and location-specific unemployment risk and find that risk rose in AI-exposed occupations beginning in early 2022, months before ChatGPT. Analyzing millions of LinkedIn profiles, we show that graduate cohorts from 2021 onward entered AI-exposed jobs at lower rates than earlier cohorts, with gaps opening before late 2022. Finally, from millions of university syllabi, we find that graduates taking more AI-exposed curricula had higher first-job pay and shorter job searches after ChatGPT. Together, these results point to forces pre-dating generative AI and to the ongoing value of LLM-relevant education.

preprint2026arXivOpen access
Morgan R. FrankAlireza Javadian SabetLisa SimonSarah H. BanaRenzhe Yu
cs.CYq-fin.ECArtificial Intelligenceecon.GN
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Morgan R. FrankAlireza Javadian SabetLisa SimonSarah H. BanaRenzhe Yu

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