Bill Gates proposed creating "jobs performed only by humans" as a way to respond to AI's displacement of work. In the same remarks he also raised the idea of taxing AI or robots. The proposal, reported on August 27, came in the context of warnings about the employment shock AI will bring. What stands out is that the response takes the form of tax policy rather than employment support.
The name of the tax proposal varies by who is relaying it. Some outlets wrote "token tax," others "robot tax," and still others "AI and robot tax." A token refers to the smallest unit into which an AI model breaks down text for processing. A tax levied on computation itself and a tax levied on machinery are entirely different things in both what is taxed and how it is collected, yet no account included a tax rate or a tax base.
"Human-only jobs" also remains at the concept stage. Which occupations would be reserved for people, and whether this would be mandated by law or left as a recommendation, Gates did not explain. Gates also said many jobs will disappear permanently. No figures were offered for the scale or timing of that disappearance.
Domestic opinion touches the same issue from another direction. In a survey of Gyeonggi Province residents, 70% said they were concerned about job losses from AI. By contrast, only 5% said they were familiar with the policy concept of an "AI basic society," while 90% said they did not know it. Worry is widespread, while the name of the response is barely known.
Alongside that gap came an assessment that communication and outreach strategies are needed. It means those designing the policy and those subject to it are speaking different languages. Details such as the survey period and sample size fall outside what was disclosed, so the texture of the figures needs to be read with care.
Where the two developments meet is public finance. Reported in the same week was the argument that when jobs decline, earned income tax and social insurance contributions decline with them, and that burden returns to the national budget. The AI tax proposal is closer to an idea for filling that hole. It would have machines pay the taxes people used to earn and pay.
Much remains to be cleared before implementation. To tax units of computation, the state must be able to count what was processed and how much of it, and for services that cross borders, which country collects must also be settled. Counterarguments that heavy taxes will push development to other countries are bound to follow. Gates's proposal has opened the discussion without containing these details.
Where this debate goes will change the next decade for ordinary office workers. The line items of tax coming out of my pay statement will change, and so will where the money comes from for the support available when I lose a job. That policy, which 90% of Gyeonggi residents said they did not even know by name, is in fact the work of rewriting that statement. That is why making the name known looks as urgent as the design.
