A $1.3 billion company in Seoul lost nearly a third of its value on its first day of trading. That is small money in the AI boom, and it would be easy to shrug off. Don't. The more important number in this story is Gartner's: 80 percent of "neoclouds" will cease operating independently by 2030, because the AI revenue everyone is banking on may never justify the capital being poured in.
The usual response to that sentence is a market shrug: bubbles pop, speculators lose, capitalism does its work. But that skips the question the Left should be asking, which is who else is on the hook.
Start with the business model. Neoclouds like CoreWeave, Nebius and Iren borrow heavily to buy chips, mostly from one supplier, and rent the capacity to a handful of AI customers. Nvidia sells the chips, invests in some of these firms, and has reportedly agreed to buy CoreWeave's unused capacity. When the seller is also a shareholder and a backstop customer, you are not looking at a market discovering a price. You are looking at an arrangement that manufactures the appearance of demand. We have seen this movie, from the telecom fiber glut to Enron's accounting, and the credits roll the same way. The insiders have already been paid, and everyone else is left to discover what the assets are really worth.
Now count who else is exposed. Ratepayers come first. In the mid-Atlantic grid, data-center demand has been a major driver of soaring capacity prices, and those costs land on household electric bills. Families in Virginia, Ohio and Pennsylvania are subsidizing a speculative build-out whether or not the revenue ever shows up. Then come the towns that handed out tax abatements and water rights for facilities that employ a few dozen people each once the construction crews leave. If Gartner is right, some of those buildings become stranded assets, and the communities will be negotiating with a bankruptcy trustee rather than a tech giant.
Then there are the people who never chose to bet on any of this. Your 401(k) almost certainly holds these companies through an index fund, because AI-linked stocks now make up an enormous share of the U.S. market. The retirement security of ordinary workers has been quietly tied to whether a few firms can turn expensive silicon into profit. Nobody asked them. The boosters call it democratization of the AI revolution, but in practice the risk has been socialized while the upside stays concentrated among a few founders, chipmakers and lenders.
The Left has an uncomfortable job here, because many Democrats have been eager courtiers of this boom. Governors in both parties have competed to offer data-center developers tax breaks, cheap power and fast permitting, and have called it economic development. If we are going to attack the Right for handing public money to private speculation, we cannot cheer when a Democratic governor does it with a ribbon-cutting and the word "innovation."
The honest progressive position is not that AI is fake. Some of it is useful, and some of it will be transformative. The point is that useful technology does not require public subsidy for private overbuilding. So make the demands now, while the hype is still strong enough to give us leverage. Require data centers to pay the full cost of the grid upgrades they trigger, rather than spreading it across residential customers. End blanket tax exemptions, or attach clawbacks if the promised jobs and investment never arrive. Demand disclosure of the circular financing between chipmakers and their customers. And require bonds for decommissioning, so a bust does not leave a town holding a hollow warehouse.
A 30 percent drop in Seoul is a tremor. The question is whether we spend the quiet before the quake building protections, or whether we wait, as we always do, until the bill arrives and the people who never got a vote are asked to pay it.
How it may affect me
Your exposure may be larger than you think. If you own a broad U.S. stock index fund, AI-linked companies likely make up a large share of it, so an infrastructure bust would hit your retirement account. Your utility bill may also rise as data-center demand strains the grid. Check your state utility commission's dockets for proposed data-center rate rules, and consider commenting.
