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When Algorithms Replace Credentials: Navigating Labor Commoditization in the AI Era

By

Jonathan H. Westover, PhD

7d ago

Source

innovativehumancapital.comWhen Algorithms Replace Credentials: Navigating Labor Commoditization in the AI Erainnovativehumancapital.com
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The emergence of generative artificial intelligence has introduced fundamental shifts in how labor markets evaluate and reward human capital. This article examines evidence of AI-driven labor commoditization—a phenomenon where technological standardization of output quality diminishes the market value of traditional credentials, experience, and skill differentiation. Analysis of online labor market data reveals that in occupations with higher AI exposure, employer demand becomes progressively le

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