Mechanism◆Audio · 4:57 — 9:49
AI will not eliminate jobs because it automates tasks, not the purpose of a job — when the task is automated, the professional can fulfill more of the purpose, which increases demand and hiring.
Jensen argues that AI replaces tasks, not job purposes, using the example of radiologists: Hinton predicted they'd be obsolete, yet their numbers rose because AI let them study more scans, diagnose more diseases, and do more research — creating more demand for their services. ✦ AI generated
Jensen Huang · No Priors · 2026-01-08 · original ↗
plays this moment only · 4:57 — 9:49
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“Could you talk about how you think about employment and jobs and sort of what people are saying and what you think the real narrative is there?”
A job has tasks and has purpose. And in the case of a radiologist, the task is to study scans, but the purpose is to diagnose disease... the fact that they're able to study more scans more deeply, they're able to request more scans, do a better job diagnosing disease, the hospital's more productive, they can have more patients, which allows them to make more money, which allows them to want to hire more radiologists. And so the question is, what is the purpose of the job versus what is the task that you do in your job?
verbatim transcript · starts at 4:57
- ·A job has tasks and has purpose
- ·Radiologist task: study scans; purpose: diagnose disease
- ·AI automates the task, freeing the professional to fulfill the purpose
- ·Hinton predicted radiologists would be obsolete
- ·AI let radiologists study more scans, diagnose more diseases
- ·More productive hospitals hired more radiologists, not fewer
- ·Deeper diagnosis → more patients → more hospital revenue
- ·More revenue enables hiring more radiologists
- ·Focus on purpose creates demand that automation unlocks
Around this claim
Evidence · 5
AI is not going to take jobs — in many cases you can't find a person to hire at all, so the real market failure is everything to the right of the supply-demand equilibrium.Alex Rampell (a16z) · a16z Podcast · conf 85%SQL didn't eliminate programming jobs — it just changed what those jobs looked like.D. Richard Hipp · Simon Willison's Weblog · conf 85%AI can now do the work — not just store information — and that expands the market massively because software can charge for labor, not just for storage or payment processing.Alex Rampell (a16z) · a16z Podcast · conf 80%The jobs that physical AI will replace—long-haul trucking, mining, offshore oil—are jobs nobody wants: physically punishing, dangerous, and family-destructive, with labor shortages already present today.Speaker 2 (Peter Ludwig — co-founder/CTO of Applied Intuition) · a16z Podcast · conf 75%AI currently automates only about 10 to 20 percent of the toil of a knowledge worker, and we are still far from the vision of AI doing the organizing of basic company infrastructure autonomously.Jean-Denis Greze · Platformer · conf 60%