Every capex bubble in US history popped — but almost none popped on schedule.

Railroads, electrification, dot-com. All overbuilt. All burst. The pattern: booms tend to break once cumulative spend on the new technology reaches roughly 25% of GDP. Railroads hit it before the 1873 panic. Internet infrastructure hit it before 2000.

Today that line sits near $7.5 trillion. AI is well short of it. At the current pace it doesn't get there until the early 2030s.

The spending is also starting to pay. Last quarter $NVDA guided to 70% revenue growth for fiscal 2028 and Alphabet Cloud grew 82%. Booms keep running while capex turns into profit.

The bubble is real. History says it ends badly.

It just rarely ends at the quarter pole, and that's where AI is.