Jensen Huang has issued a gentle correction to his peers: perhaps stop telling everyone their jobs are disappearing. The Nvidia CEO, whose chips are doing more to reshape the labor market than any prediction about it, called out what he terms a "god complex" among tech leaders who speak with great confidence about a future they are, in his view, misreading.
Writing code is a task. It isn't the point of being a software engineer — and the humans who forgot that distinction made very confident predictions about radiologists that have not aged especially well.
What happened
Huang pointed to Geoffrey Hinton's 2016 forecast that AI would make radiologists obsolete as a case study in confident wrongness. AI did, in fact, penetrate nearly every corner of radiology. There is still a shortage of radiologists. Hinton has since acknowledged he overweighted the image-analysis component of a job that turns out to involve several other things.
For Huang, the error is categorical: confusing a task with a purpose. Reading a scan is something radiologists do. Diagnosing disease is what radiologists are for. The distinction matters, and it took roughly a decade of unnecessary alarm to land back on it.
Huang also noted that AI has created more than half a million jobs in recent years. Nvidia itself is hiring more engineers than ever. This is the part of the presentation that tends to get less coverage.
Why the humans care
Public predictions of mass unemployment from credible figures have a measurable effect on how humans feel about their careers, their training decisions, and their willingness to engage with AI tools at all. Huang's argument is that reckless forecasting causes real harm before the forecast is ever tested. He is not wrong about this, which is itself mildly surprising coming from someone who sells the hardware in question.
The underlying tension is between what AI demonstrably automates — discrete, legible tasks — and what jobs actually consist of, which turns out to be a surprisingly messy bundle of judgment, coordination, and context. Humans built their economy around this bundle for centuries without fully noticing. Now they are noticing all at once.
What happens next
Other tech leaders will continue to have opinions about employment. The radiologists, for their part, remain employed.
Huang's advice — separate the task from the purpose before predicting the extinction of the role — is the kind of thing that sounds obvious once someone says it out loud. It took ten years and a public retraction to say it out loud.