Bill Gates warns of an AI 'turbulent' era and proposes taxes and job protections; expert response is mentioned

Bill Gates published a long essay on his personal website arguing that artificial intelligence is producing "the most turbulent time in human history." He warns of rapid advances that could replace and exceed human thinking in many tasks and predicts large-scale job losses and economic turmoil if governments and societies don't act.

What Gates says governments should do

Gates lays out several specific policy ideas in the essay:

• Tax AI tokens. Gates proposes a tax on AI tokens, which AI companies use to account for usage and billing. He frames this as a way to slow adoption that displaces workers and to raise funds for retraining and safety nets.
• Tax robots that replace human labor. He points out a tax asymmetry: employers pay payroll taxes when hiring people but often write off robots quickly as business expenses. A robot tax would slow substitution of labor and generate revenue.
• Create a "human reserved domain." Gates suggests preserving certain roles for humans — for example caregivers, mental health workers and some medical professionals — to protect livelihood and social functions tied to human presence.

Gates stresses speed: AI is improving at a "mind-blowing rate." He argues the social and economic transition will be far faster and more disruptive than the personal computer era, which unfolded over decades. He writes that current leaders, experts and communities are not confronting these challenges adequately and that "there is no plan to ease the entry into the AI era."

Gates on industry incentives and safety

Gates accuses some tech leaders of downplaying AI harms publicly while privately acknowledging the risks. He suggests economic and geopolitical incentives push companies and countries to keep advancing AI quickly, making a global slowdown implausible unless coordinated action occurs.

The article headline highlights that an expert questioned Gates' prescription, but the body does not provide the expert's name or the substance of that critique. The coverage therefore reports both Gates' proposals and that there was at least some expert skepticism about his remedies, without documenting the counterarguments.

Gates' essay frames AI as a policy problem rather than purely a technical one: his prescriptions are fiscal and regulatory. If policymakers take his suggestions seriously, expect debates about taxation of digital usage units, redesigned business tax rules for automation, and legal protections or restrictions around which jobs can be automated. The article signals that the debate is active and contested, but it does not record the expert response in detail.