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Does AI infrastructure investment crowd out other capital?

AI absorbs enormous investment budgets, and no measured increase in other borrowers’ costs has been found.

ContestedNo measured effectmatched cost-of-capital comparison

What the evidence supports

AI infrastructure absorbs very large corporate and project-finance budgets. A matched comparison across interest rates, credit quality and investment categories measures spillovers to other borrowers.

How the effect works
Hyperscalers redirect internal cash; developers and utilities issue debt and project finance. Savings, monetary policy and AI-driven capacity growth determine the macro effect.
Who pays or benefits
The available evidence documents capital moving into AI infrastructure, not a resulting increase in other borrowers’ required returns. Investors and suppliers gain from projects with higher expected returns.
What limits supply
A transparent comparison group and a way to separate AI demand from the broader interest-rate cycle.
Attribution boundary
The editor is a partner in Vellum Capital, a crypto fund whose returns benefit when capital moves away from competing AI infrastructure. This ledger uses a preregistered comparison method and external review.
Evidence that changes the grade
A preregistered comparison method and external reproduction determine the capital-markets grade.

Sources

Public data, agency work and company reports

  1. GE Vernova first-quarter 2026 financial resultsGE VernovaPublished 2026-04-22 · checked here 2026-07-17
  2. About David VekslerDavid VekslerPublished current · checked here 2026-07-17