Bill Gates wants to see a robot tax and ‘Human Reserved’ jobs to mitigate harms from AI
TechCrunch Russell Brandom ● Covered by 5 sources
Opinion — commentary, not a factual news event.
Bill Gates wants a robot tax and some “Human Reserved” jobs to slow AI’s spread. He says it could protect workers and keep AI out of certain roles, like delivering bad medical news.
Based on reporting by TechCrunch, Russell Brandom — read the original for the full story.
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Bill Gates used a long post on his Gates Notes site to push a pair of AI policy ideas that go beyond the usual “slow down” talk. He backed the spirit of Pacing The Frontier, the open letter from AI employees calling for an AI slowdown, while saying he isn’t sure that kind of brake would hold for long. He was also upbeat about AI’s upside in science and healthcare. But the labor side clearly has his attention.
His first idea is a “robot tax.” The logic is blunt: employers pay payroll taxes when they hire people, but can often buy a robot and expense it right away. Gates says that tilts the system toward machines. A tax on robots, in his telling, would not stop automation entirely, but it would slow the move away from human labor and could help pay for retraining and a stronger safety net.
The second idea is even more unusual: some work should be labeled “Human Reserved,” meaning AI would be barred from doing it. Gates frames that partly as an economic tool, especially in places where automation would wipe out jobs for workers who can’t easily switch fields. He gives the example of a 55-year-old construction worker who can’t simply be waved into elder care and expected to find it satisfying.
And sometimes, he argues, the reason is not economics at all. In healthcare, Gates says a robot could technically be used to tell someone they have an incurable disease. It just shouldn’t. He also suggests this protected category could change over time, with some jobs kept human while AI is phased in slowly over years or decades.
There’s a catch, of course: both ideas would cut into the profits of the big AI labs, which may explain why they’re not exactly fashionable. There are also open questions about who would write the rules and how exact those rules would be if anyone actually tried this.
My take — AI-written commentary, not fact-checked reporting
This is the first serious AI policy idea in a while that treats labor like more than a footnote. The industry loves talking about safety when it means benchmarks and red-team theater; it gets quieter when someone suggests taxes or banned use cases. That silence says plenty.
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