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Foundation Models Commoditise; Infrastructure and Application Layers Capture Value

As frontier model capability converges and inference token prices collapse, the economic returns from AI are stratifying sharply — accruing to those controlling compute infrastructure, enterprise software platforms, and vertical application layers rather than to model providers competing on benchmark performance.

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