BRIEF
AI-hopeful firms like Meta, Alphabet and Oracle among others have quietly stacked up $3T in financial obligations that never touch their balance sheets, some routed through special purpose vehicles built to look like leases, not loans.
If the AI buildout stalls, who's actually on the hook?
Photo illustration by Shirley Yu at Sum of Parts for Zero Knowledge
Good morning,
Debt leaves a bad taste.
So Wall Street called it dessert instead.
Beignet. Sopaipilla. Fried dough, both of them.
Still tastes like debt.
Grumping,
Austin Campbell
Teaching DeFi at NYU Stern
Bridging TradFi at Zero Knowledge
PS. The Zero Knowledge team works hard to produce this for you.
If you like it, share it with your colleagues 👇 We'll send you socks.
🏹 BACK UP
WTF IS AN SPV?
Special purpose vehicles are legal entities a company spins off to hold debt and risk separately from its own books. Borrow through the SPV, and under GAAP the parent company's balance sheet often doesn’t show the loan.
WTF IS A DATA CENTER?
Data centers are special warehouses full of servers and chips, many designed to train and run AI models. They require significant amounts of real estate, energy, and in the popular consciousness but not actual reality (because who cares about facts), water, making the AI boom a construction boom and an energy boom as well.
🎭 BUSTED
META'S TWO BIGGEST SPVS
Project Beignet raised $27B in bonds for Meta's Hyperion data center in Richland Parish, Louisiana.
Project Sopaipilla, built with BlackRock, is structuring $14B in total capital for a 1-gigawatt campus in El Paso, Texas.
TALK THE TALK
These agreements are labeled "lease" and "electricity commitment." The pitch is that they're just normal vendor contracts.
WALK THE WALK
The GAAP label doesn't change the cash owed. Real money still has to flow to real vendors for real power, whether the contract says "lease" or "liability." That's the same trick that sank Enron.
⏳ BREAKDOWN
1️⃣ Spin out an SPV, legally separate from the parent, to build and own the data center.
2️⃣ Borrow against the SPV's own contracts instead of the parent's credit.
Project Beignet alone raised $27B this way.
3️⃣ Bring in outside capital to share the structuring.
BlackRock co-built Project Sopaipilla's $14B financing.
4️⃣ Label the parent's payments back to the SPV as a "lease" or "electricity commitment," not a loan, so it skips GAAP debt disclosure.
-10.47%
-9.51%
ZERO INSIGHTS : THE LONG READ
The Albatross’s Bill : Data Center Debt
Photo illustration by Shirley Yu at Sum of Parts for Zero Knowledge
”Meta has to monetize a product that costs money every time a user asks a question. That is not the zero-marginal-cost feed that built the last PE multiple. Open-weight models such as Kimi and DeepSeek make the American high-cost stack harder to defend by the day, nipping at the heels of the builders even as they struggle to race ahead.”
💰 BAG HOLDERS
WINNERS
Big companies getting locked-in power and compute commitments with no balance-sheet exposure, until the music stops.
Builders and power companies filling pipelines for years.
Wall Street funds harvesting long-horizon speculative volatility.
LOSERS
Stockholders who aren't getting the full picture from the filings.
The companies who relied on fantastic assumptions becoming reality when they don’t, but they still owe the cash.
The bond buyers who backed those terms.
ZERO OUT
The bottom line: the risk is real, the label is fake, and nobody serious thinks every one of these bets pays off.
1️⃣ Watch which companies name their financing vehicles after pastries. Cute names tend to mean complicated structures.
2️⃣ Track whether "lease" and "electricity commitment" labels survive an accounting downturn. A reclassification could force billions back onto balance sheets overnight.
3️⃣ Watch GE Vernova and Vertiv as bellwethers. Real vendor stock drops mean the market is already pricing in risk the 10-Ks don't show.
It is literally financially impossible that all of these bets pay off, unless you believe the most zany claim of the God AI Cultists.
BEST CASE
AI revenue keeps growing. Leases and electric bills get paid. The stock market keeps climbing.
WORST CASE
AI revenue growth plateaus. There's no money left to pay the bills. The off-balance-sheet debt becomes very on-balance-sheet, very fast.
ZERO INSIDER
Spoke at RWA Summit on the tokenization boom, ownership politics, and the future of financial instruments on blockchains.
Source: Real-World Asset Summit
Attended Stablecon in DC, a conference I was surprised to find not just full of Wall Street suits, but real money nerds and even some on the cypherpunk fringe. Biggest surprise: running into Michael Llewellyn, who is suing the Federal Government over its policies on crypto software.