Nvidia May Guarantee Billions in Debt for Nscale's West Virginia AI Campus

Nvidia is in talks to guarantee billions of dollars in debt financing for a massive AI data center that Nscale is building for Anthropic in West Virginia, according to a Thursday report from The Information that Bloomberg later corroborated. The arrangement would mark a new kind of bet for Nvidia: co-signing a customer's construction loans, not just selling it chips.

The scale of what's at stake makes the move easier to understand. Anthropic has already signed a $44.6 billion contract covering just the first building of Nscale's planned campus, according to Nscale's IPO filing. The two companies are reportedly in talks on a second building worth roughly another $45 billion. That's close to $90 billion of potential commitments riding on a single site, and Nscale needs to actually finance and build it.

That's where Nvidia would come in. Under what's known as a residual value guarantee, Nvidia would agree to step in if Nscale defaulted on construction payments. It would temporarily take over the facility and help find a buyer and a new tenant, The Information reported. The goal is to make lenders comfortable enough to fund the electricity infrastructure and construction costs for the West Virginia campus, which is a different kind of financial exposure than what Nvidia has typically taken on. Its previous support for cloud providers has mostly backed chip leases and purchases, not the physical buildings that house them.

A neocloud under pressure

Nscale sits in the category investors call "neoclouds," companies that rent out AI computing capacity without a large, cash-generating core business to fall back on. That category has had a rough October. Shares of CoreWeave, Nebius, and IREN had each dropped more than 30% for the month as of last week, according to CNBC. Nscale is trying to go public anyway, reportedly targeting a valuation of up to $35 billion, even as doubts grow about whether it can deliver on its own buildout timeline.

Those doubts aren't abstract. Nscale had about 25,000 advanced AI chips running as of August, a small fraction of the nearly 500,000 it has said it plans to deploy. The West Virginia site has brought its own complications: construction runoff has flooded nearby homes more than once, and the project only secured state certification in September after months of negotiation. Elsewhere, Nscale has lost ground too. Microsoft pulled out of a planned Nscale site in England this month after grid power for that location slipped into the 2030s.

Against that backdrop, Nvidia stepping in as a financial backstop looks less like a favor and more like risk management. Nvidia has already committed roughly $170 billion in investments and credit support across neoclouds and major customers, per The Information's reporting, including $1 billion in convertible financing it put into Nscale in September. A construction-loan guarantee would be a new layer on top of that, and it would tie Nvidia's balance sheet more directly to whether Nscale's buildings actually get built on schedule.

Why Anthropic matters here

The West Virginia building is expected to run on Nvidia's next-generation Vera Rubin chips, which gives Nvidia a direct interest in seeing the facility completed. But the bigger factor, according to one investor cited by The Information, is Anthropic. Anthropic is among the largest buyers of AI compute anywhere, and it has deliberately spread its infrastructure spending across multiple chipmakers rather than committing to one. Keeping Nscale's project on track is, in effect, a way for Nvidia to keep its foothold in Anthropic's infrastructure plans rather than cede that ground to a rival.

Anthropic's own finances add another layer to the story. The company filed to go public this week, but Blackstone has reportedly warned investors that Anthropic could receive a below-investment-grade credit rating once it's public. A junk rating would make borrowing more expensive for Anthropic and could push the company to keep leaning on larger partners, like Nvidia, to guarantee its debt and its vendors' debt as it scales up.

Put together, the picture is one where the entire AI infrastructure chain, from chipmaker to cloud provider to the AI lab paying for the compute, is increasingly held together by overlapping financial guarantees rather than straightforward customer contracts. Nvidia backing Nscale's construction debt would be the latest and most direct example of that pattern. Whether lenders, and the markets watching Nscale's IPO, see that as reassurance or as a sign of how much strain the buildout is actually under is the next thing to watch.