trailHigher-income jobs face greater exposure to large language model capabilities than lower-income jobs
Convergent exposure measurements· for
Task-based AI exposure measures show occupational exposure increasing with wages and education
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Independently constructed AI occupational exposure indices broadly agree on which occupations are most exposed
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Usage-data caveat· against
Observed LLM usage is lower in the highest-paid occupations than in mid-to-high wage occupations
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assumed
LLM task exposure measures technical potential, not realized labor-market impact or job displacement
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Higher-income jobs face greater exposure to large language model capabilities than lower-income jobs
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