The McKinsey Podcast

The rise of the human–AI workforce

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Apr 30, 2026
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INSIGHT

Human Judgment Will Remain The Scarce Skill

  • High-value human contributions will center on critical thinking, negotiation, and complex interpersonal tasks that resist full automation.
  • Examples include trauma care, complex surgery, and nuanced team management where judgment remains essential.
ANECDOTE

Radiology Grew After AI Unlocked Latent Demand

  • Radiology expanded after AI sped up image processing, unlocking unmet demand and growing the profession.
  • Alexis Krivkovich uses radiology to show scarce skills become more available and create new market opportunities.
ADVICE

Update Hiring To Test Human Capability Not AI Output

  • Rework hiring and assessments because job descriptions and candidate signals will shift as AI tools change required skills.
  • Alexis Krivkovich reports CHROs asking for live coding and analog tests to see true candidate capability beyond AI-generated outputs.
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