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The AI Stack Is Inverted: Why the Real Money Is in Infrastructure

As AI apps vanish into the model layer, and models commoditize, money and profits flow into infrastructure and real estate, not software

Dave Friedman's avatar
Dave Friedman
May 14, 2025
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Traverse the AI Stack

There are three fundamental layers in the AI stack:

  1. Infrastructure: the physical substrate: power generation, transmission lines, substations, transformers, cooling systems, data centers, networking equipment, and permitting regimes.

  2. Models: the weights and architectures: LLMs, diffusion models, multimodal models, and the teams that t…

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