AI Snips
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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.
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.
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.




