The Experience Moat: How AI Is Concentrating Labor Market Risk on Entry-Level White-Collar Workers

Stanford HAI 2026 data shows software developer employment for ages 22–25 fell 20 percent since 2024 while 30+ grew. AI is bifurcating the labor market along experience lines — and HR leaders’ pipeline strategies haven’t caught up.

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