Why Jensen Huang’s $500 billion AI financing plan faces a big risk from China - cnbc.com

Nvidia CEO Jensen Huang unveiled agreements with six major Wall Street firms — BlackRock, Blackstone, Apollo, KKR, Brookfield and Goldman Sachs — to assemble a $500 billion pipeline financing data center and GPU cluster construction for buyers lacking the credit or cash to purchase chips outright.
The plan rests on the assumption that Nvidia's GPUs behave like durable, long-term hard assets — comparable to commercial real estate or toll roads — rather than fast-depreciating consumer electronics, with Huang describing the company's AI factory platform as an "investable" infrastructure asset that is productive, revenue-generating and fungible.
Analysts flag rapid hardware depreciation as the central risk, warning that collateral values backing the loans could collapse, especially if China floods the market with low-cost compute that undermines resale prices.
In conventional asset-backed lending, a defaulting borrower's physical collateral — a building, warehouse or ship — can be repossessed and resold in established secondary markets, but the productive lifespan of cutting-edge GPUs remains unsettled, as older chips shift from frontier model training to lower-margin inference work.
High default risk could push investor yield demands to between 11% and 17% by one estimate, though Nvidia argues that consistent software updates help preserve the chips' long-term value.
The decisive unknown for markets is how long Nvidia's chips will stay productive and generate enough revenue to justify the financing math, a question underscored by Ben Emons of FedWatch Advisors, who called depreciation the key risk.