Anthropic is buying its way to the frontier, and increasingly it is buying on credit. Two private-debt packages arranged over the summer have channelled roughly 71 billion dollars into the company's chip and data-center spending, a sum that, as far as anyone in the market can tell, has no precedent for a single startup.
The first deal, led by Apollo Global Management and Blackstone, closed at about 35 billion dollars and was already one of the largest private credit transactions on record when Bloomberg reported it. The second, worth at least 36 billion, is being assembled now to pay for Anthropic's order of Google's own AI processors, according to Benzinga. Put together, that is 71 billion dollars of chips financed with debt rather than equity.
Why debt, and why now
Equity has limits. Every dollar Anthropic raises by selling shares dilutes its owners, and the compute bill is now too large to cover that way. Reporting puts the company's annual spend on the order of 19 billion dollars, renewed through rolling private-credit facilities rather than paid down. So it borrows. The lenders get a fixed return, the founders keep more of the company, and the chips arrive on schedule.
The problem is that a two-year-old AI lab does not carry the kind of credit rating that pension funds and insurers are allowed to lend against. The workaround is clever. Broadcom, which has an investment-grade rating, is reported to be providing residual-value guarantees on the senior slices of the debt, effectively lending its own creditworthiness to the deal. That swap is what lets conservative institutional money into a bet it could not otherwise touch.
Compute risk becomes credit risk
This is where I get uneasy, and I don't think I'm alone. One financial analysis of the structure called it a shift from compute risk to credit risk. The worry Anthropic is really taking on, whether its models keep justifying tens of billions in hardware, has been repackaged into loans and spread across the sort of institutions that hold ordinary people's retirement savings. If the demand curve bends the wrong way, the pain does not stay inside one company.
None of this is reckless on its own. Airlines finance planes this way, utilities finance power stations this way, and the guarantees are real. But the scale is new, the borrower is young, and the asset being financed loses value fast. GPUs do not age like runways.
The pattern across the buildout
The debt sits on top of an already staggering set of commitments. Anthropic has leased data-center space from a former bitcoin miner, signed a 10 billion dollar compute deal in Norway, and lined up gigawatts of capacity with Google, Broadcom and Amazon. It is not alone in reaching for outside money either, as Nvidia's move to pull Wall Street into a 500 billion dollar buildout showed last week.
The common thread is that the industry has run past what its revenues can pay for, and is filling the gap with borrowed capital and clever guarantees. That works beautifully right up until it doesn't. For now the chips are landing and the models keep improving. The bill comes due later, and it will be denominated in someone else's money.
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