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Business & Strategy · beginner · concept 302 of 311 · Updated Nov 4, 2026

AI and the Future of Work

AI and the future of work asks which tasks AI takes over, which jobs change, and which new ones appear. It matters because the effects are uneven: knowledge work is most exposed, and early data points to entry-level roles first. The World Economic Forum expects 170 million jobs created and 92 million displaced by 2030. Example: Stanford payroll data showed employment of 22 to 25 year olds in the most exposed jobs fell 13 percent against peers.

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Key terms

Occupational exposureAugmentation versus automationTask-based analysisEntry-level employmentReskillingLabor market data

Where you meet it in the real world

Workforce planning, reskilling programs, career choice, education policy, labor statistics and economic forecasting