Three Years on Paper

 

How AI's capital boom quietly rebuilt a structure the telecom bubble already lived through once.

At some point, the numbers on a contract stopped being a solemn promise and became something that could be taken back at any time.

Our generation grew up trusting the signed document. Once you signed, you had handed over a stretch of your future — handed over, with no coming back. But spread a few of the latest prospectuses side by side, and that old faith quietly begins to loosen.

One number, two faces

The filing is explicit: a frontier model company pays roughly $1.25 billion a month, locked in for three years — about $45 billion all told. Grand and imposing, as if the next three years were nailed firmly to the page.

Scroll down a few lines, though, and another sentence sits there quietly: either party may terminate upon 90 days' notice.

It isn't an isolated case. Between a major search company and the same compute provider, the headline reads roughly $920 million a month — and deeper in, the same 90-day exit.

The $45 billion carries the fanfare; the 90 days keeps the exit. One speaks to the market; the other is only talking to itself.

Curiously, not every contract looks this way. When the large cloud operators stop being tenants and become buyers of compute, the terms harden at once: five-year terms, totals of nearly $10 billion or even over $17 billion, around 20% prepaid, and termination granted only if the counterparty fails to deliver. The buyer who wants out cannot leave.

So a counterintuitive picture emerges. The end with the most uncertain returns and the thinnest foundation — model companies that have yet to prove they can earn steadily — signs the contracts that are easiest to walk away from. The end with the most cash and the most room to maneuver locks itself into years of minimum-payment obligations. The ones who should leave can't; the ones who could leave anytime can. Hold that mismatch — we'll come back to it.

A borrowed balance sheet

The deeper layer hides in three words: who owns this?

The chips that power training and inference don't sit on the user's books. A private-capital firm builds a special-purpose shell, buys roughly $35 billion of custom silicon in a staged structure, and leases it back. The hardware sits inside the shell; the user only pays rent; its balance sheet looks clean and light. Growth was borrowed — and now even the balance sheet that carries the growth is borrowed too.

This is no one-off cleverness but a pattern that has set. By one major rating agency's estimate as of year-end 2025, the largest cloud operators held about $969 billion in data-center lease commitments — roughly two-thirds of it, over $660 billion, not yet on their own balance sheets. Those off-book obligations alone already exceeded the adjusted debt they had publicly disclosed. The lightness on the books is real. It's just that the weight lifted off hasn't vanished — it has only moved elsewhere, and it's waiting.

One more point is worth pausing on. The party providing credit support for the largest senior tranche of that debt, per cross-reports from multiple financial outlets, turns out to be the very party that sold the chips. So the tranche is priced not on the young model company's own credit, but on the veteran chip supplier's investment-grade rating — and the interest cost comes down. The shovel seller backstopped the debt the shovel buyer took on to buy the shovels.

What that support is, legally, and which dollar it covers, the public filings don't yet make clear. So we can write only as far as "credit support was provided" — the rest stays blank. Yet those two words alone are enough to recall an old story.

An echo from twenty years ago

Around the turn of the century, telecom equipment makers did the same thing.

Fiber and switches were the hottest things going; demand seemed bottomless. To move their own switches and routers, several equipment giants simply lent money to carriers that couldn't afford to buy — letting them purchase the vendor's own gear with borrowed funds. On the books: orders, revenue, a growth curve climbing ever higher. Nine equipment makers carried roughly $25.6 billion in customer guarantees.

Then the tide went out. The carriers couldn't pay, and those receivables once booked as "revenue" came back one by one into the makers' own laps. Nortel alone reported about $2 billion in bad debts and write-downs in its 2001 losses. They too had been certain demand would always be there — and that certainty didn't survive a single winter.

Set then against now and it's nearly the same story in a more respectable suit: from the telecom closet to the data center, from coaxial cable to custom silicon, the structure unchanged. The only difference, perhaps, is that this time the balance sheet is thicker — thick enough to defer the loss longer, long enough for everyone to have time to believe this time is different.

And that "longer" is precisely what should worry us most.

The quietest irony

Lay the three pieces together: a wispy contract you can exit in 90 days; a multi-year lock-in with the door welded shut; books made light while the weight waits off-balance-sheet — an arrangement already rehearsed in full twenty years ago. Three things that should unsettle. Yet the unease almost always lands in the wrong place.

People watch the end that looks most fragile. But precisely because it's fragile, visible, and quick to unwind, its economic loss and its accounting loss arrive almost together — nowhere to hide. The losses buried deepest and longest sit inside the contracts called "rigid" and "rock-solid": payments keep flowing, the books look unchanged, impairments held year after year beneath the waterline — until one quarter, when a contract isn't renewed, they surface all at once.

People lose sleep over the first kind, then hand their money, quite comfortably, to the second.

What have we been pricing all these years — a business that's genuinely growing, or an arrangement engineered carefully enough to defer the reckoning, but bound to wake?

The question doesn't need answering in a hurry. Only, next time you see those grand numbers that nail years to the page, it may be worth a little more patience — to turn to the lines further down, and see whether there, too, a quiet sentence sits, saying something only to itself.