Nvidia Weighs Cosigning Nscale's Data-Center Debt, Deepening Circular-Financing Questions

Nvidia is in talks to guarantee several billion dollars of debt financing for Nscale, a UK-based AI cloud provider building a data-center campus in West Virginia that Anthropic plans to use, according to reports cited by KuCoin and MarketScreener [1][3]. The arrangement would make the chipmaker a guarantor for a customer that buys its own chips, a structure critics describe as circular financing.

What the talks involve

The guarantees would back loans for power infrastructure and construction at Nscale's West Virginia site, not for GPU purchases, TechCrunch reported, citing The Information [4]. Anthropic signed a contract in August to spend about $45 billion over six years renting compute from Nscale's West Virginia data center campus, according to Reuters as reported by shattered.io and The Information as reported by MarketScreener [2][3]. TechCrunch, citing Nscale's IPO filing, put the first-building contract at $44.6 billion and specified it covers the first 460‑megawatt building [4]. The parties are also discussing a second 460‑MW building worth a similar amount, though that deal remains unsigned [3].

TechCrunch reported, citing The Information, that Nvidia would provide a residual‑value guarantee: if Nscale defaulted on construction payments, Nvidia would step in, temporarily take over the facility and help find a buyer and new tenant [4]. No agreement has been signed and terms could change, multiple outlets noted [2][3].

A three‑way tie

Nvidia already holds an equity stake in Nscale, whose major shareholder is Norwegian industrial group Aker [3]. Now the chipmaker may also backstop the debt that builds the data center where its own chips will run. investingLive wrote that Nvidia already sells the chips and owns a stake in the landlord, and may now co‑sign the mortgage too, in an analysis cited by shattered.io [2].

Critics say such guarantees can inflate apparent demand for Nvidia's hardware by helping customers borrow money they otherwise couldn't. Defenders point to Anthropic's signed, multi‑year rental contract as evidence the underlying demand is real. An investor told The Information that Anthropic's involvement likely explains Nvidia's interest in keeping the project on track [4].

Nscale's rocky path to market

Nscale is preparing an IPO targeting a valuation of up to $35 billion, TechCrunch reported [4], though some investors have questioned a $30 billion valuation target, according to KuCoin [1]. The company has struggled to hit deployment targets: it had about 25,000 advanced AI chips running in August versus a plan for nearly 500,000, TechCrunch said [4]. Its West Virginia campus flooded nearby homes more than once during construction, and the project only won state certification in September after months of negotiations [4]. Microsoft recently pulled out of a planned Nscale site in England after grid power was pushed into the 2030s [4].

Neocloud sector under pressure

The talks come as the "neocloud" sector—companies that rent AI compute without a cash‑rich core business—faces a funding squeeze. Shares of CoreWeave, Nebius and IREN each fell more than 30 % in October, CNBC reported [4]. Australian neocloud Firmus Grid abandoned a $30 billion IPO plan, and South Korea's Elice struggled on its first trading day, KuCoin noted [1]. TechCrunch reported that The Information estimated Nvidia has extended roughly $170 billion in investments and credit support to neoclouds and large customers, including $1 billion in convertible financing committed to Nscale in September [4].

Anthropic's own credit questions

Anthropic filed its S‑1 for a Nasdaq listing on October 26 (per shattered.io) [2], and TechCrunch reported that Blackstone warned investors the company may receive a below‑investment‑grade credit rating after its IPO [4]. A junk rating would raise Anthropic's borrowing costs and could push it to rely more on stronger partners to back its debt.

What remains unknown

• The exact size of the guarantee, the lenders involved, and whether Nvidia would back the full loan or a slice.
• How Nvidia would account for the contingent liability in its filings.
• Whether the two reported 460‑MW deals are separate or describe the same capacity from different angles.
• If and when a signed agreement will materialize; The Information said terms could still change [2][3].

The talks illustrate how the AI buildout is increasingly financed through supplier-backed credit rather than pure equity or standalone project finance. Whether that sustains a real demand cycle or masks a circular one will depend on disclosure—and on whether projects like Nscale's West Virginia campus deliver the contracted capacity on schedule.