Bill Gates urges robot tax and “Human Reserved” jobs to curb AI harms
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| Source: TechCrunch | Original article
Bill Gates proposes a robot tax and Human Reserved jobs to curb AI harms, aiming to slow labor displacement and fund retraining.
Bill Gates has added two concrete policy ideas to his growing call for stronger governance of artificial intelligence. In an essay posted to his Gates Notes blog on 26 August 2026, the Microsoft co‑founder proposes a “robot tax” on AI‑driven automation and the creation of “Human Reserved” jobs that would be off‑limits to machines.
The tax, Gates says, would “slow the rush away from human labor a little and raise money for retraining and a stronger safety net.” He stresses that it should be narrowly targeted so it does not hinder AI’s beneficial applications, such as lowering the cost of medicine and education. Revenue from the levy could fund upskilling programmes and expand social protections for workers displaced by rapid automation.
The “Human Reserved” concept would earmark certain occupations for people only. Gates cites childcare and jury service as clear examples and suggests that up to 40 % of jobs could be set aside for humans, preventing AI from encroaching on tasks that require a personal touch or civic responsibility.
Why it matters: Gates’ proposals move beyond abstract calls for regulation toward fiscal tools that could shape the labour market as AI systems become more capable. A tax on robots would create a direct economic incentive for companies to consider the social cost of automation, while reserved‑human roles could preserve employment in sectors where public trust is essential.
What to watch next: Policymakers in the United States and Europe are already debating AI‑related taxation, and Gates’ ideas may surface in legislative hearings. Industry groups are likely to respond, given the “mixed response” noted by commentators. Observers will also be looking for whether any government adopts a formal “human‑reserved” list, and how such measures interact with broader AI safety and competition policies that Gates has highlighted in earlier essays on the turbulent AI era.
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