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Nvidia bankrolls its own chip boom after buying Hugging Face

Sep 7, 2026Summary from 2 podcasts.
  • Nvidia acquired Hugging Face for $12.9 billion without facing competing bids from big tech rivals.
  • The chipmaker is backstopping $350 billion in customer debt to guarantee ongoing hardware orders.
  • Vendor financing mirrors dot-com bubble risks, exposing Nvidia if compute demand decelerates.

Nvidia is building a software and financial moat around the artificial intelligence industry, buying the central hub of open-source development while stepping into the market as a shadow lender.

When Nvidia acquired Hugging Face for $12.9 billion in early September, big tech rivals sat on their hands. The deal handed the chipmaker control over an open-source model repository hosting 18 million developers and 3 million models without a single competing bid from Microsoft, Meta, or Google.

On Bitcoin And, host David Bennett observed that rival tech firms effectively handed Nvidia control of the primary software repository where artificial intelligence models are published and evaluated, despite Microsoft’s history of snapping up developer hubs like GitHub.

"Nvidia bought Hugging Face for $12.9 billion completely uncontested. Tech giants like Microsoft, Meta, and Google sat on their hands while the dominant AI chipmaker acquired the open-source hub hosting 18 million developers and 3 million models."

- David Bennett, Bitcoin And

The software takeover is only half the equation. To maintain hardware demand across the industry, Nvidia has transformed into a financial lender, backing massive leverage across the tech landscape.

The next day on The Intelligence from The Economist, writer Shailesh Chitnis detailed how Nvidia is guaranteeing loans, backing GPU asset values, and pledging up to $105 billion for OpenAI's Ohio data center facility.

Total financial exposure across backstops, purchase commitments, and startup equity now tops $350 billion. The strategy mirrors the vendor financing boom of the late 1990s, when telecom suppliers like Cisco extended huge loans to customers who defaulted once internet traffic growth leveled off.

"The aggressive vendor financing echoes the late-1990s dot-com bubble. Back then, telecom suppliers like Cisco and Alcatel extended massive loans to customers who eventually defaulted when internet traffic growth stalled."

- Shailesh Chitnis, The Intelligence from The Economist

Chitnis noted that Nvidia’s cash position of $96 billion and nearly $200 billion in projected free cash flow give it a temporary cushion against immediate default risks.

However, the structural vulnerability lies in speculative customer projects that exist solely because of Nvidia's credit guarantees.

If compute demand decelerates even modestly, unused GPU capacity will force Nvidia to honor billions in guarantee obligations exactly as its hardware revenue contracts.

By absorbing the central developer platform and underwriting its own buyers' debt, Nvidia has tied its long-term corporate survival directly to the continuous expansion of the entire AI economy.