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Oct 23, 2026

Jensen Huang Sees an AI Gold Rush, but Markets See a Debt Trap

Jensen Huang argues that AI cloud providers are racing to meet overwhelming demand and need more capital, power and infrastructure to do it. Markets and industry financiers agree the buildout is enormous, but fear that the debt required to fund it may become the sector’s breaking point.

Jensen Huang’s European tour reached its showpiece moment at Nvidia’s GTC conference in Berlin, where robot Microducks shared stage time with a far weightier pitch: Europe needs to build its own AI infrastructure. The spectacle drew social-media buzz, including a post celebrating the ducks as a product engineered in Bordeaux by Pollen Robotics and Hugging Face.

Behind the novelty, Huang’s message was urgent. Nvidia has committed nearly $10 billion to European companies, universities and research institutions, while taking stakes in U.K. startups and backing French ventures. Europe, he argued, has the industrial expertise to build an AI economy — but it must first secure the computing infrastructure and energy to support it.

On Thursday, Huang made the bullish case for so-called neoclouds, specialist providers that lease AI computing capacity. “The demand for the neoclouds is off the charts,” he said, calling their capabilities “extraordinary.” His diagnosis was not a shortage of customers but of funding: with AI demand spreading across sectors, “there’s a scarcity of capital.”

That is precisely where investors see danger rather than opportunity. CoreWeave — one of the largest listed neoclouds and an Nvidia customer as well as investee — had accumulated $35.6 billion in debt as of June to finance its expansion, according to regulatory filings. Its shares had fallen 50% over six months, while HSBC and Bernstein issued negative assessments; other neocloud stocks also slid.

The mood on the conference floor was more guarded than Huang’s rhetoric. An AI-infrastructure executive said the scale of businesses lacking credit ratings was “freaking the market out,” while a financing executive warned that capital would “very soon” become the bottleneck.

Huang insists the financing gap will close, arguing Nvidia hardware is becoming a durable, productive asset that lenders can finance. Investors, however, are demanding proof that an infrastructure boom built on vast borrowing can generate returns before the bills come due.

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