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AI CapEx boom erodes tech margins

The guest argued that the Magnificent Seven (excluding Apple) face structurally lower returns on capital due to massive, forced CapEx spending on AI infrastructure that lacks pricing power.

The argument

He asserted that cloud providers and GPU renters are underpricing services to subsidize demand, leading to artificial shortages, while core advertising and cloud businesses face maturity. He highlighted that cumulative CapEx is projected to reach $3 trillion over three years against highly uncertain AI revenues.

The thesis, stress-tested
✓ What validates it
  • Hyperscaler CapEx guidance increases further without corresponding cloud revenue growth
  • GPU rental prices fall below depreciation costs
▸ Risks discussed
  • AI adoption could accelerate faster than expected
  • Tech giants could successfully monetize AI to offset CapEx
Hear it yourself
"No membership fees, and you can apply at longangle.com/capital. Please enjoy my conversation with Rajeev Jain. Rajeev, thanks so much for doing this. Thanks for having me, Ted. I'd love you to take me back on your early influences that got you involved in business. The earliest one was in high school doing one of the summers. The eighties, there was a lot of those things to keep you busy, and I was in India. My dad was trying to keep me busy. In those days, you get physical certificates, stock certificates."
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