Bill Gates published a 6,000-word essay Wednesday warning that artificial intelligence will permanently eliminate jobs and that governments are not close to prepared for the disruption, proposing that certain occupations be designated "human reserved" and shielded from automation even where machines could technically do the work. [1]

Gates compared the idea to conservation policy. "I like the phrase human reserved because it makes me think of nature reserves... places where we could put buildings and roads, but we choose not to because the loss would be too great," he wrote. [1] His central example was health care -- the team that cared for his father, who died of Alzheimer's in 2020. "Something in the care they gave my dad was irreplaceably human," he wrote. "No robot could or should have done it." [1]

The essay's concrete policy ask is a tax overhaul: Gates wants AI compute tokens and robots taxed the way payroll already taxes human labor, arguing the current system "nudges you toward replacing people with machines" by letting employers write off automation instantly while paying payroll tax on every human hire. [2] The stakes are already visible in the numbers -- AI has been cited in more than 87,700 announced US job cuts since January, according to Challenger, Gray & Christmas, already surpassing AI-attributed layoffs for all of 2025. [2]

The essay's timing is pointed. It lands the same week AI labs are pitching investors on multi-trillion-dollar addressable markets built on exactly the labor automation Gates is warning about -- a contradiction his own essay never quite reconciles.

-- THEO KAPLAN, San Francisco