AI hasn’t even started its real move.


Global AI infrastructure spend is tracking toward $3–5T by 2030. That capital is already showing up in hyperscaler budgets.
Nvidia just closed at a record high. And don't forget Intels boom as well.
GPUs train models.
CPUs run the systems.
TSMC builds both.
Then there’s kWh.
U.S. utilities are allocating ~$1.4T through 2030 to upgrade the grid. The driver is data center load from AI.
They're literally building for it.
The winners are not single names. It’s the supply chain.
The compute oligopoly is forming in real time.
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