AINeutralarXiv – CS AI · May 287/10
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Who Uses AI? Platform Selection and the Measurement of Occupational AI Exposure
Researchers demonstrate that AI exposure measurements derived from platform conversation logs significantly misrepresent actual occupational AI adoption across the workforce. The study reveals that platform-based metrics conflate AI task applicability with user demographic composition, producing estimates that vary by 90% depending on data source and can even reverse directional findings about AI's employment impact.
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