Who Pays for the Science?
The AI build is usually discussed as a technology story. But underneath it sits a capital-allocation question that may matter just as much: who is actually structured to hold the risks being created? This first piece in a 3-part series starts at the bottom of the stack with basic scientific research. It is long-duration, failure-prone, and difficult for the company funding it to fully monetize. Historically, that has made it an awkward fit for private balance sheets. Yet frontier AI companies are spending heavily on exactly this kind of work. The article examines why basic research behaves like the first-loss equity tranche of technological development, why neither governments nor private companies are obvious natural holders of that risk, and what the current AI investment cycle may be telling us about a decades-old economic assumption.









