By Jeremy Phillips
Publication Date: 2026-05-14 12:51:00
Although Wall Street has spent the past three years arguing about whether AI capex is a bubble, one figure from Nvidia CEO Jensen Huang makes it all pretty clear.
A single 500-megawatt data center now requires 30,000 truckloads to build, and that figure does not include the separate power plant needed to feed it. Huang calls this “the single largest infrastructure buildout in human history.” But the more interesting question is what history actually says happens to the companies that supply buildouts at that scale.
The numbers behind the rhetoric are wild.
NVIDIA (NASDAQ:NVDA | NVDA Price Prediction) closed Q4 FY2026 with $68.13 billion in revenue, up 73.2% YoY, with Data Center revenue of $62.31 billion and networking revenue up 263% YoY.
Corning (NYSE:GLW), the picks-and-shovels fiber supplier inside those data centers, reported Optical Communications revenue of $1.846 billion, up 36% YoY. I have owned Nvidia for over 15 years now, and I have studied this kind of supplier setup long enough to recognize the shape of it.
What’s particularly notable is that Huang describes the moment as an opportunity to “revitalize American manufacturing for the first time in several generations.” That echoes the American railroad buildout of the late 1800s, when private capital funded a multi-decade physical project that reshaped which companies dominated the US economy for generations.
The Pattern History Keeps Repeating
Every great American buildout has followed the same…
