Real-world utility
Does the app solve a practical problem for a clear audience?
Built by a working public-radio newsroom in Milwaukee, for the reason newsrooms don't use generative video today: a newsroom cannot publish what it cannot account for. Newsdesk is built for the checking, not around it — three walls between a fact and a frame.
The best evidence is a catch, not a video. On the Milwaukee lead-pipes story, the system's first script contained two correctly-sourced numbers that read as a contradiction (annual vs cumulative replacements). The wall surfaced it, the editor rewrote the fact, and the original wording stays in the file — corrections stay in the record. On the same story it also did arithmetic nobody entered — 65,000 pipes at 5,000 a year misses the 2037 target — traced it to the two facts it came from, and captioned it "THE MATH DOESN'T CLOSE."
Thin spot, stated plainly: one newsroom has used it — ours.