For three years we have been told that questioning the AI buildout was either Luddism or a failure of imagination. Now CoreWeave's bonds are yielding nearly 15%, its shares are down roughly 15% in a day, and Barclays reports that businesses are spending about 5% of their IT budgets on AI. Hardware is a quarter of that. The most important technology story of our time suddenly looks like a very expensive bet on customers who haven't shown up yet.
I don't know whether this is a blip or the start of a bust. Nobody does, and anyone who says otherwise is selling something. What I do know is who gets hurt if the bet fails, and it isn't mainly the people who placed it.
Look at how the boom was built. A small group of firms borrowed heavily to buy chips, many from a supplier that is also an investor in them. They signed contracts with a few giant customers who are themselves burning cash. They stacked debt on projected demand, then asked the rest of us to treat the projection as destiny. A 15% yield is the bond market saying what the hype machine never would: this is risky, and the people lending the money want to be paid for it.
The promoters will say the risk belongs to sophisticated investors who can afford to lose. That is only partly true, and the part that isn't true is the one that matters. Data centers don't live in the cloud. They live in towns that gave away tax breaks to get them, and they draw power from grids where residential customers are already seeing higher bills. If the demand never materializes, the stranded costs don't vanish. Utilities built plants and lines for a load that may not show up, and regulators have a long habit of letting ordinary ratepayers cover the gap. Add retirement accounts heavily weighted toward a handful of tech stocks, plus a private-credit market that barely discloses what it has lent, and "investor risk" starts to look like everybody's risk.
Then comes the part I'd bet on: if this turns ugly, the same people who preached creative destruction will discover that AI is a matter of national security. A government that has spent two years treating Nvidia and its customers as strategic assets will be asked to cushion the fall. We have seen this film. Gains get privatized in the boom, losses get socialized in the bust, and the workers laid off in the name of an AI productivity miracle get a thoughts-and-prayers press release.
That last point deserves its own anger. Companies have cited AI to justify cutting jobs and holding down wages. Yet the spending data suggest most firms are still experimenting. If the productivity revolution is mostly a pitch deck, workers were fired for a story.
Democrats shouldn't gloat, and they shouldn't join the cheerleading either. Too many officials of both parties have competed to roll out the red carpet for data centers with no questions about power costs, water or jobs. The Left's job now is to set terms before a crash makes them impossible. Large data-center customers should pay the full cost of the grid capacity they require, with contracts that protect households if the demand evaporates. Communities should demand clawbacks on any tax break for projects that never hit their promised scale. Regulators should force real disclosure about debt and circular financing across the AI supply chain. And the answer to any future rescue request should be stated now, before the lobbyists arrive: no bailout without equity, and no executive bonuses while the public is covering losses.
AI may well prove transformative. A technology can be real and the financing around it reckless. The danger is letting a handful of firms privatize the upside and hand everyone else the invoice.
How it may affect me
Check your exposure: broad index funds and 401(k)s are heavily weighted toward large tech stocks, so an AI sell-off can hit retirement balances. Also watch your utility's rate filings and local data-center tax deals; if you live near a planned facility, public utility commission hearings are where cost-sharing terms get decided.


