September 2, 2026

Gates Says Slow Down, Huang Says Hire, the Data Says 3%

The richest men in tech spent the week arguing about whether AI takes your job. A survey of actual workers, a Fed study, and a leaked plan from Meta each answer a different question.

The facts:

• Bill Gates published a 6,000-word essay calling the shift into AI "one of the most turbulent times in human history," said it's the first time he's wished a technology would move slower, and wrote: "There is no plan" (MIT Technology Review, Fortune, Sydney Morning Herald)
• His three worries: entry and mid-level jobs in sales, customer service, software and legal support disappearing for good, with blue-collar work next once robots get cheap; AI-enabled crime and bioweapons; and harm to kids from chatbot companions (Fortune, The Decoder)
• He says people inside the industry are privately worried and tell each other "don't say that. It's bad for us" because of "the next trillion dollars we're trying to raise" (New York Times via The Decoder)
• His fixes: a tax on robots and AI tokens, since a hire costs payroll tax but a robot is a write-off, and "Human Reserved" job categories; he is trying to meet Xi Jinping in November (TechCrunch, Reuters via Times of India)
• Nvidia's Jensen Huang, in response: "I love the heck out of Bill" but "I don't see what he sees." He says productive companies hire more, AI will be "a net job creator at a scale that we have never seen," and the winners include plumbers and electricians building data centers (Fortune)
• Three House Democrats filed a bill to tax big AI companies 2% of token value or 3% of AI revenue, rising automatically if unemployment climbs; Bernie Sanders wants a one-time 50% tax on OpenAI, Anthropic and xAI paid in shares to the public; a bipartisan Senate bill would just track AI layoffs properly (Fortune)
• Anthropic's CEO has floated a 3% tax on model revenue; DuckDuckGo's founder said his company would pay 10% (Fortune)
• A YouGov survey of 1,250 US workers in early August: about 3% say they lost a job to AI since 2023, 6% got a job that didn't exist before AI, 9% got a promotion tied to AI skills (Jeffrey Dixon, College of the Holy Cross, via Fortune)
• Federal Reserve researchers find employment of software coders "decelerated sharply" after ChatGPT launched in November 2022, and that the effect looks causal and specific to coders, not their industry (FRED blog)
• Meta's "Project OT" planned to cut some teams by 60%, replacing groups of 10 to 20 people with 3 to 5 overseeing AI agents; the May layoffs happened, the November round was cancelled after employee sentiment fell from 74% to 55% favorable and "technical and security incidents" from unchecked agents surged; Zuckerberg told staff agent technology hadn't "accelerated" as fast as he expected (Reuters via Ars Technica, New York Post)
• MIT's Paul Osterman calculates 35% of American workers, over 55 million, are now in "disposable" arrangements: contractors, freelancers, and employees hired with no expectation they'll stay; he says the trend predates AI and AI will worsen it through uncertainty alone (Fortune)

Three men, three stories, and the funny thing is they don't contradict each other. They're about different clocks.

Gates is talking about ten years. Huang is talking about right now. The survey is talking about the last three.

the last three years

Start with the number nobody wanted: 3%. That's the share of workers in an August survey who say AI cost them a job since 2023. Twice as many say they got a job that didn't exist before it, and three times as many say they got promoted for knowing how to use it. The sociologist who ran the survey calls himself a pessimist and says he was surprised.

That squares with the Australian Treasury, which told its government last week the feared jobs shock "has not yet materialised," and with the plain fact that this is all happening during historically high employment. Jacobin's read, from the left, is that the apocalypse story is partly marketing: the labs sell it to investors, and it lets everyone blame the robot instead of the recession.

Except for one group. The Fed's own researchers looked at software coders and found their employment growth broke sharply from the rest of the economy right after November 2022, and the break is specific to coders, not to the tech industry around them. The first job AI actually ate was the job of the people who built it.

right now

Huang's argument isn't stupid. When a company gets more productive it usually hires, because companies want to grow, and the physical buildout needs electricians. Fine. But Meta ran the experiment and it's the most useful data point of the week.

Zuckerberg's plan was to take teams of 10 to 20 people down to 3 to 5, each small group running a swarm of agents. First round of layoffs in May, second in November. The second round got cancelled. Not because of the lawsuit, though there was one, and not only because morale dropped 19 points. Because the agents made "large-scale, disruptive actions," in Reuters' phrase: outages, possible data leaks, work that had to be redone. The CEO told a town hall the technology hadn't accelerated the way he'd bet it would.

So the honest present tense is: the tools are good enough to change how a job is done and not yet good enough to remove the person who catches the mistakes. That gap is where the wages go. Osterman's number, 35% of the workforce in disposable arrangements, was climbing before any of this, and his point is that uncertainty alone pushes employers toward contractors. Nobody has to be replaced by a machine to be replaced by a temp.

ten years

Gates's essay is really about the entry-level job. His argument for why this time is different from the PC: the PC took twenty years and you had to learn it. This runs on the phone you already own and speaks English. The first rung of the ladder in customer service, sales support, junior coding, paralegal work is the rung that gets removed, and you can't climb from the second rung.

His fix is a tax that makes hiring a person and buying a machine cost the same at the margin, plus jobs that are reserved for humans by agreement. Huang says no to the tax and yes to taxes in general, which is a politician's answer from a man who isn't one. Congress has five bills that go from "count the layoffs" to "take half of OpenAI."

The question that survives all three clocks is the one none of them can answer yet: what happens to the 22-year-old this spring. Gates says the jobs won't come back for that person. Huang says they'll be wiring a building. The survey doesn't include anyone who never got hired.

Sources: MIT Technology Review, Fortune, The Decoder, Sydney Morning Herald, TechCrunch, Reuters via Times of India, Breitbart, The Conversation via Fortune, FRED blog (Crane and Soto), Reuters via Ars Technica, New York Post, Jacobin, ABC Australia.