Big Tech Went All In on AI. Washington Can’t Let It Fail. Who Pays for the Backstop?

The AI infrastructure build-out represents a "World War AI" level of resource mobilization, requiring trillions of dollars in capital and energy that effectively crowds out other sectors of the U.S. economy. Hyperscalers and alternative asset managers have become "too big to fail," necessitating eventual government backstops to socialize losses and ensure continued growth. This massive reallocation of resources is sustained by carefully constructed narratives—or "semantic signatures"—that promote AI as an existential national security imperative to secure regulatory relief and financial guarantees. While these threats are real, they are often oversold to maintain political will and public support. Ultimately, the U.S. government faces a choice between default, inflation, or growth, with the AI capital expenditure cycle serving as the primary, albeit risky, engine to avoid recession and manage mounting sovereign debt.