Who is on each side · Part 17
How much of the AI buildout is debt the balance sheets do not show yet, and who carries it if a tenant walks away?
20 voices who disagree about The Guarantee Has No Date. Each voice is attributed and paraphrased, dated where the date is known, with a link where one exists.
The DeepStack callSplit
Leases pile up faster than they start, Alphabet's backstops cost more to carry, and Oracle's cash leans on its customers' prepayments.
Our Call takes neither side alone.
Three voices per side
Where the argument stands.
DeepStack’s pick of the voices that carry each side, in its own words, and the case against each side, chosen by hand with the reason given. Every voice the record holds is listed below; the grid and the CSV carry them all.
3 of 6 voices
The lease is already debt
Lenders would not hold the residual value risk of Meta's Louisiana venture without protection, so Meta guaranteed up to $28 billion of it, a sign that the parties closest to the asset doubt its value will hold.
A purpose-built data center has no deep resale or sublease market, unlike an office, so capacity nobody needs gets written down, as Meta's 2022 charges on offices and data centers showed.
Investors are paying too little attention to the obligations off the balance sheet that sit under Big Tech's AI infrastructure spending.
3 of 12 voices
The cash flows cover it
Most hyperscalers own cash businesses that can cover the cost of their borrowing; short of a breakup, the debt gets repaid even if shareholders suffer.
Oakmark holds bonds of Meta, Alphabet, Amazon and Oracle for their wider spreads and lower leverage than the broader investment-grade market.
What matters for the hyperscalers is how much earnings growth each dollar of capital buys, not the year capital spending peaks.
3 of 11 voices
The weak link pays first
Oracle sent a force majeure notice on Project Jupiter, its New Mexico campus tied to Stargate, and Kris hopes it will not prove the first crack.
Unlike Amazon, Google and Microsoft, which paid for their data centers from strong free cash flow, Oracle entered the AI era already carrying tens of billions of dollars of debt.
AI labs such as OpenAI and Anthropic are not investment grade and cannot afford the upfront spending a data center takes, which limits how far they can build for themselves.
- RVG
- Residual value guarantee, a promise to pay the shortfall if a leased building is worth less than an agreed amount when the lease ends.
- VIE
- Variable interest entity, a vehicle a company may control without owning a majority, which decides whether it must consolidate it.
- NAIC
- National Association of Insurance Commissioners, the body of state insurance regulators that reviews the ratings insurers rely on.
Every voice, as the record holds it · 37 claims · 20 voices · 1 question
7 claims set aside by the editor stay in the grid and the CSV.
3 voices
The lease is already debt
Meta's data center JV structure shows that the parties closest to the assets do not believe the value will hold: lenders would not bear residual value risk without protection, so Meta issued a residual value guarantee of up to $28 billion on…
Because purpose-built data centers with specialized power, cooling and racks lack a deep resale or sublease market (unlike office space), when data-center capacity is not needed it will be written down, as illustrated by Meta's 2022 office and…
Investors are not paying sufficient attention to off-balance-sheet obligations that underlie Big Tech's artificial intelligence infrastructure spending.
10 voices
The cash flows cover it
Anthropic itself is not borrowing the money; it is the hyperscalers (he names Meta, Google, Amazon, Microsoft, Oracle) who are borrowing to use Anthropic's products, so if Anthropic were to go bust, that would be an equity problem rather than a…
He thinks higher rates could result from hyperscaler borrowing, but most hyperscalers have underlying cash-generating businesses that could cover the cost of the debt, and unless there is a major breakup of these companies, they should be able to…
The presence of guarantees and credit support in the market means that clearing the market, particularly at this size and speed, probably requires it, just as wrappers, insurance or guarantees get car and airplane deals done faster and at better…
Weitz Investment ManagementSecond-quarter 2026 letter
Microsoft is viewed as a great business with strong cash flows, intelligent capital allocation, and massive intellectual property that existed before the AI boom, and is believed to be reasonably priced with the financial strength to withstand…
The current AI-related selloff is not evidence that AI itself has failed, but a moment where investors are demanding proof that the infrastructure buildout converts into proportional revenue.
What matters for hyperscaler investment is the relationship between earnings growth and the capital required to produce it rather than when capex peaks; Meta in 2023 illustrates the cash-flow math, with operating cash flow going from $50.5B to…
The hyperscaler thesis is that AI makes businesses they already own more valuable, that owning the customer relationship makes them less dependent on predicting which model wins, and that broad agent usage creates recurring compute demand, while…
Neocloud contracts are pay-or-take and leave Meta little flexibility once committed, while internal data center deployment can be delayed or cancelled; even in the worst case committed capacity is unlikely to exceed internal consumption long term…
If AI compute demand holds and Meta monetizes roughly 5 GW of projected 2030 excess capacity at an assumed blended $20 billion per GW, Oguz Erkan estimates $100 billion incremental revenue and $20-$30 billion net income at assumed 20-30% net…
Harris Associates OakmarkThird-quarter 2026 letter
The portfolio is positioned in bonds of highly profitable hyperscaler technology companies (Meta, Alphabet, Amazon, Oracle, SpaceX), taking advantage of wider spreads and lower leverage compared to the broader investment-grade market.
9 voices
The weak link pays first
Kris has always said that if one pin falls among the AI companies many others would follow; they mostly thought of OpenAI, but consider Oracle a weak link in the chain as well.
Oracle sent a force majeure notice on Project Jupiter, the New Mexico AI data center tied to the $400 billion Stargate project it started with OpenAI, SoftBank, Nvidia and other partners, and Kris hopes this is in hindsight not the first crack.
AI-related borrowers are paying materially more for financing across multiple instrument types: CleanSpark paid about 175bps more than the average BB issuer versus similar IG-tenant financings that cleared below 6% earlier this year…
SoftBank was able to borrow $11bn at record yields to fund its OpenAI stake, the 4th largest junk bond deal on record, and the market absorbed it without much trouble, showing that borrowers who can use the money to earn a new source of return can…
AI labs like OpenAI and Anthropic face a financing constraint because they are not investment grade and much of data center build-out requires capital-intensive, upfront CapEx they cannot afford, which slows their ambition to be more vertically…
Unlike Amazon, Google and Microsoft, which had strong free cash flow, strong balance sheets and little or no debt pre-AI era letting them own their datacenters and equipment, Oracle entered the AI era already carrying dozens of billions in debt…
Hyperscalers have accumulated off-balance-sheet debt that funds the AI buildout and should be a focus for investors.
The NAIC's rating-challenge power is real but requires a gap of at least three notches, regulatory review and procedural protections and is expected to be used selectively in exceptional cases, so having the power does not mean anyone has checked…
With SpaceX and Google issuance, Meta considering more equity, and confidential IPO filings from both leading labs, it is plausible that markets absorb trillions of dollars of AI-themed equity supply over the next year, and since price is a…
8 voices
Voices that cross sides
Because data center project-finance paper is quoted off the tenant's curve plus a premium for structure, tenor and complexity, it widens mechanically when the tenant's curve widens on supply even if nothing about the project has changed; the…
The line between AI borrowers who can keep paying up and borrowers who are squeezed follows cash flow and financing options more than sector: a borrower with a strategic counterparty (like Meta or Alphabet), a public stock, and lenders competing…
A cycle that builds at 0.85 percentage points a year can unwind at a similar pace, and that pace of unwind, rather than the buildout itself, is the macro risk if AI demand disappoints.
Hyperscaler credit spreads are widening as the AI buildout is increasingly funded with debt rather than organic free cash flow, and as issuance surges the question is whether the all-in yield climbs to a level where the marginal data-center dollar…
Because all compute has to be financed and most compute is contracted well before it is built, players like Meta, Microsoft, Amazon and SpaceX that can build without first finding a customer control the situation, whereas a smaller cloud must…
He thinks Meta, trading at roughly $1.5 trillion, is silly and worth way more than that in a logical sense, given its cash flows, the infrastructure it is hoarding, and the compute it will be able to sell at high dollar-per-watt rates, either via…
Kris repeats a long-held view that one should not expect the AI bubble to burst simply because it is a bubble; technological revolutions typically skip efficiency first and overspend, and the current data-center build-out assumes linear capacity…
Kris argues that the widespread professional view of an AI/chip bubble is wrong, because infrastructure companies have multi-year supply contracts and chipmakers like Micron and Nvidia cannot currently produce enough chips to satisfy demand.
Notes
Not a disagreement.
Where two voices only seem to differ, or where the thread runs back to an earlier Part.
Everyone agrees
The commitments are signed. The voices split on whether they are debt now, and on who holds them if a tenant walks.
The thread
Part 3 said the debt might fail before the machines; Part 11 read Meta's guarantee as a signal. Part 17 counts what is signed.
Where they cross
Who answers whom.
The specific points where one voice meets another: the same evidence read two ways, or the same mechanism with a different sign.
JunkBondInvestor contradicts Geo Chen, on premise
Steve Eisman contradicts Oguz Erkan, on the mechanism
Quanta 72 qualifies Steve Eisman, on a condition
Geo Chen contradicts Oguz Erkan, on premise
Torsten Slok qualifies Michael Burry, on the mechanism
Quanta 72 qualifies JunkBondInvestor, on premise
Geo Chen qualifies Oguz Erkan, on a condition
Oguz Erkan qualifies Steve Eisman, on the evidence
JunkBondInvestor contradicts Michael Burry, on the evidence
Scott Galloway qualifies Steve Eisman, on a condition
Steve Eisman qualifies Kakashii, on a condition
Quanta 72 qualifies Geo Chen, on the evidence
Quanta 72 qualifies Ed Elson, on the evidence
Michael Burry qualifies Ed Elson, on the mechanism
Steve Eisman qualifies Oguz Erkan, on the evidence
Torsten Slok contradicts Gaetano, on the evidence
Oguz Erkan qualifies Ed Elson, on a condition
Kris refutes Torsten Slok, on the mechanism
Steve Eisman qualifies Gaetano, on the evidence
Gaetano qualifies JunkBondInvestor, on the evidence
Steve Eisman qualifies Nick Nemeth, on a condition
Weitz Investment Management qualifies JunkBondInvestor, on a condition
Oguz Erkan qualifies JunkBondInvestor, on a condition
Quanta 72 qualifies JunkBondInvestor, on a condition
What would settle it
The dated tests.
The same tests the story set, on the Docket; results land on the Results page.
The year-end filings: whether the leases not yet begun at the five pass $1.2 trillion as printed at December 31, 2026, from $1,118.5 billion in mid-2026.
Alphabet's annual report: whether the liability on its data center credit derivatives passes 1.86% of notional at December 31, 2026, its level at June 30, 2026.
Oracle's second quarter: whether customer prepayments with a financing component pass 40% of operating cash for the six months to November 30, from 49.2% in the quarter to August 31, 2026.
Meta's annual report for 2026: whether it consolidates Hyperion or records a liability above zero for its residual value guarantees, neither at June 30, 2026.
Analysis and opinion, not investment advice. Voices are paraphrased from public writing and attributed by name; DeepStack shows no score, ranking or accuracy for any person.