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43% of workers in the 11 occupations work for employers that explicitly encourage chatbot use; 6% are prohibited.
2%largest average effect on earnings or hours that the estimates still allow, for workers and workplaces
56.9k jobs added in September, led by Public Administration and Health Care and Social Assistance; Information and Transportation declined.
48%fall in the number of firms newly adopting generative AI from the April 2026 peak
Summer (June-August) unemployment for graduates aged 22-25: 7.1% (2022), 6.3% (2023), 7.8% (2024), 7.2% (2025), 7.3% (2026).
7.3%summer 2026 unemployment of college graduates aged 22-25, within the 6.3-7.8% range of 2022-2025
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No widespread, economy-wide job displacement associated with AI.
19%employment shortfall for workers aged 22-25 in highly AI-exposed occupations versus less-exposed peers, June 2026
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Average OECD employment rate reached 72.1% in Q1 2026 and labour force participation 76.7%; the median unemployment rate rose from 5.4% in May 2025 to 5.7% in May 2026.
72.1%average OECD employment rate in Q1 2026, a historic high
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The model covers about 165 million US jobs (BLS, January 2026) spread across roughly 1,500 Revelio Labs roles.
50% to 55%US jobs BCG expects AI to reshape over the next two to three years
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Computing cost fell about seven trillion-fold between 1940 and 2006 (Nordhaus); AI differs from traditional computing by handling tacit knowledge, in Polanyi's sense of "we know more than we can tell".
0.548 SD to 0.139 SDeducation-based productivity gap without vs with AI access (Cruces et al. 2026, N=1,174)
Five categories of technological change: labour-augmenting, capital-augmenting, automating, expertise-leveling and new task-creating.
52%US workers surveyed in 2024 who are worried about how AI will affect their jobs
68% of AI researchers worked in industry by 2019, up from 48% in 2001.
$1.5 millionextra annual earnings of top 1% publishing industry AI scientists over comparable academics, a fivefold increase since 2001