Macroeconomic analyses articulated by Bridgewater Associates founder Ray Dalio identify an impending structural inflection across the artificial intelligence landscape: the transition of capital allocation from equity-financed experimentation to debt fuelled physical infrastructure deployment. Industry projections indicate that global capital expenditures for artificial intelligence infrastructure will exceed $795 Billion in 2026 and cross $1 Trillion by 2027.