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# The trillion-dollar question: what revenue does AI infrastructure actually need?
- URL: https://adjacent.media/signals/the-trillion-dollar-question-what-revenue-does-ai-infrastructure-actually-need/
- Published: 2026-10-24T16:13:28.000Z
- Updated: 2026-10-24T16:13:28.000Z
- Description: With infrastructure spending now in the trillions, the pressure isn’t on building capacity—it’s on finding a way to pay for it.
- Author: Jonathan Greene
- Tags: #signal, theme-commerce, ai economics, infrastructure investment, monetization

Source: [Paul Kedrosky](https://paulkedrosky.com/how-much-revenue-must-ai-deliver/?ref=adjacent.media)

With infrastructure spending now in the trillions, the pressure isn't on building capacity—it's on finding a way to pay for it. Companies are spending on compute infrastructure that assumes future use cases and pricing models that don't yet exist, creating a gap between capital invested and revenue that can be generated. This mismatch could alter both AI spending patterns and the economics of the businesses funding the build-out.