AnalysisBusinessJuly 30, 2026

Jevons paradox: essay maps AI-stack winners if open source wins

The essay argues Jevons paradox means cheaper open-source AI models could raise — not shrink — total spending on chips, data centers, and apps. It maps who wins across the AI stack, from GPU infrastructure to application-layer margins.

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