GPU-Backed Debt Is the Hot New Financing Trick in Tech

Tech companies have found a creative way to fund their AI infrastructure binge: borrow against their GPUs. The model, pioneered by CoreWeave, is gaining serious traction across the industry.

The playbook involves special purpose vehicles — SPVs — that let companies shift GPU-backed debt off their balance sheets. It's essentially securitizing graphics processors the way Wall Street once securitized mortgages. Investors are biting, drawn by the high yields these instruments offer.

For tech firms, the appeal is obvious. They get capital to keep stacking GPUs without bloating their balance sheets. For investors, it's a bet on sustained AI compute demand keeping those chips valuable.

CoreWeave cracked this model open, and now the rest of the industry is piling in. Whether GPU-collateralized debt ages better than mortgage-backed securities remains to be seen.