Jobs' AI Exposure Should Be Measured from Evidence, Not Model Priors

Luca Mouchel, Pierre Bouquet, Yossi Sheffi

This position paper argues that job exposure to AI should be measured with grounded, evidence-based methods, not inferred from LLM priors alone. Current theoretical exposure measur…