August 26, 2026, (Inside AI) — Bill Gates has proposed creating 'human reserved' jobs, sectors where only people work, to shield certain roles from AI displacement. In a 6,000-word essay titled The turbulent AI era is here. The choices we make are critical, the Microsoft co-founder also warned that governments are unprepared for the technology's sweeping impact.
The essay, his first lengthy piece on AI in three years, compares the concept to nature reserves. He argues that just as society protects natural areas from development, it should protect certain human roles from automation.
"Many jobs will disappear forever," he said. "I believe that as AI and robots improve, we'll set aside certain things for only people to do. I've started calling this domain human reserved. 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."
Gates cited the health professionals who cared for his father, who died of Alzheimer's disease six years ago. He said their care was irreplaceably human.
"Something in the care they gave my dad was irreplaceably human, no robot could or should have done it," he said. "Imagine a robot giving you the awful news that you have an incurable disease. There's no technical reason why it couldn't. Yet it shouldn't."
The essay marks one of Gates's first major public interventions since the Jeffrey Epstein scandal. An external review commissioned by the Gates Foundation found about 30 meetings between Epstein and foundation leaders, including Gates, from 2011 to 2014. Gates has not been accused of involvement in Epstein's crimes. He remains chair of his $89 billion charitable foundation and has said he regretted every minute spent with Epstein.
Governments Face a Monumental Task
Gates warns that governments are not ready for AI's scale. He calls for a domestic and international framework, comparing the need to post-9/11 security reorganization.
"The highest priority is a monumental task: creating a domestic and international framework for dealing with AI," he wrote. "After the attacks of 9/11 the US government went through its biggest reorganisation since World War II for the purpose of improving just one function, national security. AI will require much, much more. It will affect national security as well as employment, education, taxation, energy, elections, air and water, public health, the financial system, law enforcement, transportation, public lands and IT systems. It is fair to wonder whether the world's institutions are up to the task of designing and implementing this new architecture."
He also said global effort requires cooperation between the US and China. His staff are working to set up a meeting with President Xi Jinping in November to discuss mitigating AI risks. Gates last met Xi three years ago.
Education Faces a Critical Thinking Paradox
Gates expressed concern about AI's impact on education. He noted that the same tool enabling more learning could also reduce it.
"Ironically, the same tool that will allow people to learn more than ever could also lead to many people learning less," he wrote. "One preliminary survey suggested that heavier AI use was associated with less critical thinking. The effect was stronger for young people."
The essay comes as global AI regulation debates intensify. The European Union has advanced its AI Act, while the US has issued executive orders on AI safety. Gates's call for human reserved jobs adds a new dimension to workforce transition discussions. His foundation has invested in AI for health and agriculture, but this essay signals a broader societal warning.
