When you peel back the hype around the artificial-intelligence gold rush, you find that the real engine powering the explosion isn’t just algorithms and data centres. It’s the financial architecture beneath them. That’s the insight at the centre of OpenAI’s game-changing rise — as uncovered in the October 31, 2025, article from The New York Times by Jacqueline Gu and Cade Metz, “How OpenAI Uses Complex and Circular Deals to Fuel Its Multibillion-Dollar Rise”.
In the unfolding story of AI’s future, Sam Altman’s outfit is playing both architect and casino. On one hand, they’ve innovated with breathtaking scale and ambition. On the other hand, the very structures of their financing resemble something more precarious — a circular dance of money flowing in, money flowing out, all routed through a hub called OpenAI. The question I’m asking: Is this brilliant financial engineering, or is it fuzzy math masquerading as genius?
Financial Innovation as a Force Multiplier
Altman himself put it succinctly: “There is always a lot of focus on technological innovation. What really drives a lot of progress is when people also figure out how to innovate on the financial model.”
Think about it: Building world-scale AI infrastructure isn’t just about GPUs and data centres. It’s about billions in compute spend, long-term supply commitments, and partners who have equal skin in the game. OpenAI didn’t just raise capital — they rewrote the rulebook on how that capital flows and is recycled.
For example: Microsoft tossed more than $13 billion into OpenAI, then OpenAI turned around and spent most of that same sum back with Microsoft on cloud compute. Similarly, OpenAI has signed contracts worth tens or hundreds of billions with companies like Oracle, CoreWeave, SoftBank, NVIDIA, AMD — arrangements in which they receive investment or equity, then commit to spending large sums with the same companies.
In effect, OpenAI has placed itself at the physical and financial centre of the AI economy: You want compute, you go through them; you want to invest in the next wave, you go through them. That is no small feat. If you’re wondering whether this qualifies as genius — I submit: Yes, in the sense that this kind of integrated financial-compute-ecosystem orchestration has rarely been seen at this scale in tech.
Circular Capital: How the Money Moves
Let’s walk through the mechanics.
- Microsoft invests ~$13 billion into OpenAI; OpenAI spends that money on Microsoft’s cloud platforms.
- When Microsoft can’t supply enough compute, OpenAI diversifies to other providers like CoreWeave, entering deals exceeding $22 billion, and even taking equity in these vendors as part of the deal.
- Oracle agrees to spend $300 billion building data centres for OpenAI, and then OpenAI commits to spend roughly the same amount using them.
- Chipmakers like NVIDIA and AMD enter into arrangements where they invest in OpenAI or get preferred access, while OpenAI commits to massive chip purchases. This creates interlocking dependencies.
Here’s the takeaway: OpenAI isn’t just a buyer of compute; it’s a co-designer of the ecosystem. It raises capital, buys capacity, co-builds the supply base, and partners with those suppliers in equity or debt. That is a genius business model — if it works.
But — and this is where the caution light starts flickering — the model teeters on two key assumptions: (1) that AI demand will continue its vertical climb, and (2) that these enormous commitments can be met, scaled and monetized. If either falters, the whole edifice looks less like genius and more like a high-stakes gamble.
Brilliance or Bubble?
Pro-side (Brilliance):
- OpenAI has made itself the strategic hub of the AI build-out. Few companies command such leverage with both compute demand and capital thrust.
- The circular financing model allows it to lock in supply, partner deeply with vendors, and secure favourable terms. That’s a powerful competitive moat.
- Altman’s positioning here isn’t just about AI models — it’s about shaping the industrial structure of the AI age. In that sense, he is arguably the closest figure we’ve seen to a “Steve Jobs of AI”.
Caution-side (Bubble):
- The circular nature of the deals implies large sums flowing between the same set of companies — money invested in OpenAI, then spent back at the investor. It invites comparisons to self-reinforcing financing loops more than classic business models.
- OpenAI still loses money at scale; revenues, though growing fast, haven’t caught up with the commitments. The question of how all this gets paid for remains unanswered in full.
- If the AI market decelerates, or if compute supply becomes cheaper faster than expected, those huge long-term commitments could become burdens. The circular deals may resemble a shell game: as long as money keeps spinning, fine — but who stops the music?
Shimmy’s Take
Let’s be clear: Altman and OpenAI deserve serious credit. The audacity of their vision — not just building AI models, but building the economy around them — is rare. The tech scene hasn’t seen a pied piper quite like this since Steve Jobs. But here’s the kicker: Jobs never lived this close to the financial razor-edge. He didn’t have to tie billions of dollars in circular obligations to keep the show on the road.
I am not calling this a Ponzi scheme. But yes — in one sense, it rhymes with one. The difference: in a Ponzi, you know you’re paying old investors with new investors’ money. Here, the money flowing back and forth is legit infrastructure spend, compute contracts and equity — but the logic is similar: as long as growth and demand stay aloft, all is well. But if the AI market loses altitude, look out below.
The truth lies somewhere between fuzzy math and genuine genius. It’s a tightrope. Altman’s gamble may define this era of AI. But the lessons for the rest of us — founders, investors, technologists — are clear: Business model innovation matters as much as tech innovation. You can create the smartest AI model in the world; if you don’t innovate on how you pay for compute, supply chain, partnerships and scale — you’re still playing catch-up.
So yes: Open your metaphorical champagne for the genius of this grand orchestration. But hold on to your drink — because until the bills come due, we’re all riding shotgun on this financial roller-coaster. And when the music stops, we’ll see whose seatbelt held.
Altman’s Script in a Nutshell, With a Healthy Dose of Shimmy Caution
Altman’s script? Write it. Build it. Finance it. Partner it. Then flip the switch when the curve stops climbing. The man is the closest thing to a Jobs-era maestro of tech-finance sync. But — and this is no small but — syncing the two is harder than riffing the tuba solo. Genius only when the beat doesn’t miss. When it does… physics still matters.
