Here is the sentence to hold onto: $81 billion in annualized revenue, reached by a company whose chief executive has spent years warning that its product could erase a large share of entry-level white-collar jobs. Now the company wants $64.4 billion from public investors, plus up to $26 billion more in a private placement, for a total of roughly $90 billion. That is not a contradiction Anthropic is hiding. It is the business model, announced in advance.
I don't doubt the revenue is real. Nine months, $33.2 billion, according to the company. People are paying for this, which means it does something. The question for the Left is who gets paid when it does.
Start with where the value comes from. These models were built on the accumulated written work of millions of people: authors, journalists, coders, forum posters, translators. Anthropic itself paid $1.5 billion to settle a lawsuit over pirated books used in training. Settling for that much was an admission of how valuable the raw material is, and of how cheaply it was taken before anyone was caught. The writers got a settlement check. The shareholders get a ticker symbol, ANT, and a listing date of Nov. 19.
Then look at who is invited to buy. There is an Australian retail offering, open to ordinary savers, closing Nov. 17. The standard defense of any IPO is that it democratizes ownership. Sometimes that's true. But the early gains have already gone to the venture funds, the hyperscaler partners and the insiders, and the public arrives at a valuation that assumes decades of explosive growth. Ordinary people are being asked to supply the exit liquidity. The winners from a technology that may hollow out the labor market will be those who already own capital. Everyone else gets the displacement and, if they're lucky, a small slice through an index fund.
The strongest counterargument is that Anthropic is the responsible one. It is organized as a public benefit corporation with a Long-Term Benefit Trust, and it has made safety its brand. Better it than a rival with no scruples. I take that seriously. But a governance structure is a promise, and public markets are where promises meet quarterly earnings. With tens of billions of dollars raised and an investor base demanding growth, what happens when the safe choice and the profitable choice diverge? A trust's good intentions are not democratic accountability. Nobody voted on this. Nobody who might lose their job to it has a seat anywhere near the table.
The harshest criticism belongs closer to home. Democrats have had years to develop an economic agenda for the AI transition, and what they have produced is mostly a few hearings and some worried statements. The Right is happy to let the market sort it out, since the market is paying its donors. The Left should not be so shy. A technology company telling us it may eliminate whole career ladders, and then raising a sum larger than the GDP of many countries, is a policy emergency.
What would a serious response look like? Real wage insurance and retraining funded by the firms causing the disruption. Disclosure requirements covering labor displacement and training data. A public stake, through a sovereign-style fund, in the companies that are privatizing the commons of human knowledge. Antitrust scrutiny of the cloud partnerships that keep a few giants at the center of this boom.
The bell on Nasdaq will ring and the commentators will call it a triumph of innovation. Maybe it is. But a triumph for whom is the only question that matters, and right now the answer is whoever holds the shares.
How it may affect me
If you hold a retirement account or broad index fund, you may gain exposure to Anthropic and similar AI companies, which makes your savings partly a bet on this boom. If you work in a field where AI is already used, such as writing, coding, customer service or administrative work, the same revenue growth being celebrated on Wall Street may bear on your job security.
