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AI exposure is not the same as job replacement
A task or occupation can be highly exposed to generative AI without that exposure translating directly into elimination of the whole job.
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Education at a Glance 2025
OECD comparative data on educational attainment, skills, employment, earnings, completion, and differences across fields and countries.
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Generative AI and Jobs: A Refined Global Index
An ILO working paper estimating occupational exposure to generative AI at task level and finding job transformation more likely than full replacement for most exposed occupations.