The AI Chip Party Is Real, But the Hangover Is Coming
The most interesting story in markets right now is not whether AI will change the world. It will. The story is who gets paid when everyone is rushing to build it at the same time.
Take a look at what just happened. Nvidia has surged 298% in two years. Nebius, a Russian data center play, surged the same amount. Ford just launched its new Fathom EV pickup at $28,350. Jamie Dimon warns that AI could be the "skunk at the party" for the world economy, meaning it could cause deflation by raising productivity so much that prices fall. Bill Ackman is pushing back on Michael Burry's market top call, saying it is premature. Meanwhile, Wall Street remains bullish on Chevron, Deutsche Telekom reported solid Q2 results, and Axcelis Technologies beat estimates.
Here is the pattern: when an entire industry pivots toward capex at the same time, the vendors who sell the tools win. The operators who use the tools get squeezed.
Stock Moves in the AI Build-Out
Nvidia and Nebius both up 298% over two years while chip designers surge. But data center operators and software users face margin pressure.
This is where the story gets uncomfortable. Every Fortune 500 company is announcing massive capex for AI infrastructure. Meta is spending billions. Microsoft is spending billions. OpenAI is burning cash. The problem is simple: if everybody does it at once, the competitive advantage disappears. You are just matching your rival.
Take Chevron. Wall Street is bullish on energy stocks because AI data centers use enormous amounts of electricity. That is real. But here is what happens next. Energy companies raise prices. Data center operators demand cheaper chips to offset higher power costs. Chip makers lower margins to keep utilization high. Investors who bought Nvidia at peak euphoria get stuck holding a lower margin business. The money did not disappear, but it moved.
What Happens to Nvidia If AI Margins Compress
Drag the exit P/E lower to see what happens to forward returns when the AI boom normalizes and competition rises.
Now look at Bill Ackman defending the bull case on Uber. He is right that robotaxi fears are overblown. But robotaxis also mean Uber has to build expensive infrastructure, which kills free cash flow. The money does not vanish. It just moves from Uber's investors to robotics vendors.
The real winners are the picks and shovels vendors: Nvidia (for now), Axcelis Technologies (ion implantation for chip production), and power infrastructure plays like Chevron. The losers are anyone betting on a 2024 style multiple expansion in software or cloud operators. Those multiples assume operating leverage. If capex stays elevated forever, leverage disappears.
Earnings Growth vs. Stock Price Gains
When EPS growth trails stock returns (upper left), you are buying future earnings power, not current value. That is a bet on operating leverage that may not arrive.
Ford's $28,350 EV pickup is a tell. Automakers are finally competing on price, not novelty. That means margins are normal now. The same will happen to AI operators. The bubble is not in AI. It is in the belief that AI will stay expensive forever.
The bottom line
When everyone races to build the same thing, the equipment vendors win once and then see margins fall. Everyday investors should own the picks and shovels (Nvidia, power), not the operators trying to undercut each other. The era of 40 percent software margins is ending.
You can screen for semiconductor and power infrastructure companies on the SteadyShares screener.
This is educational information, not financial advice.
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