As AI infrastructure spending surges toward $697 billion in 2026, hyperscalers and compute providers are increasingly turning to debt, structured financing, and GPU-backed collateral to fund expansion. While demand projections remain bullish, a critical timing gap is emerging between capital deployment and cash flow generation, creating significant risks for lenders, sponsors, and operators across the ecosystem.