July 11, 2026
GPUs, debt, and a whole lot of vibes
Nvidia, CoreWeave, and Nebius: Inside the Circular Financing of the GPU Boom
AI’s GPU gold rush has commenters yelling “bubble,” “so what,” and “show me profit”
TLDR: CoreWeave and Nebius are signing massive AI infrastructure deals with Big Tech, but they’re burning cash and piling on debt to build it. Commenters are split between calling it a hype-fueled money bonfire and rolling their eyes at the “circular financing” panic as overblown.
The big story here is simple: a new wave of cloud companies like CoreWeave and Nebius is racing to build giant AI computer farms with Nvidia chips, while tech giants like Microsoft and Meta line up with eye-watering long-term deals. On paper, it looks like an AI land grab worth more than $145 billion. In practice, it also looks very expensive, very debt-heavy, and—depending on who you ask—either brilliant financial engineering or the kind of thing that makes people whisper “uh, is this a bubble?”
And wow, the comments did not hold back. One camp basically shrugged and said this is the most predictable thing in tech: slap “AI” on anything and investors will throw money at it while everyone talks about the future to pension funds. Another group mocked the article’s big warning about “circular financing,” arguing that Nvidia’s stake in CoreWeave is tiny compared with the company’s huge spending plans, so calling it some shocking closed-loop scheme is overdramatic. The spiciest pushback? A commenter declaring, “All financing is circular,” which is the kind of line that turns a business thread into late-night philosophy.
The funniest part is that even the skeptics seem bored by the scandal angle. Their real obsession is whether any of this ever becomes a real business. Forget the hand-wringing, they say: can these giant AI builds actually make money, or are we watching a very shiny cash bonfire powered by Nvidia and vibes? That’s the drama now.
Key Points
- •The article says neocloud providers CoreWeave and Nebius are experiencing rapid revenue and backlog growth driven by hyperscaler demand for AI compute.
- •Both companies have secured 3.5 GW of contracted power capacity, but most of that capacity is not yet online; CoreWeave targets 1.7 GW active power by end-2026 and Nebius targets 800 MW to 1 GW connected power.
- •The article states that neocloud expansion is highly capital-intensive and that CoreWeave and Nebius are pursuing growth with limited cash flow and rising debt.
- •It highlights Nvidia investments, financial backstopping, and GPU-backed debt as part of circular financing structures supporting neocloud buildouts.
- •The article cites very large customer commitments, including about $60 billion from Microsoft-related deals and up to $62.2 billion from Meta across CoreWeave and Nebius, with total potential commitments exceeding $145 billion.