How it works

We read public feeds and official sources: city and transit notices, government releases, open calendars, and a small number of publishers who allow it.

For news cards, software drafts an original title and a summary of 60 words or fewer from the facts in those sources. It never copies their sentences, never quotes, and never adds facts that aren't in the source.

Automatic checks then look for copied wording, numbers and names that aren't in the source, and anything sensitive. A second, independent check reads the draft against the source.

Then a person reads every card and approves it, or doesn't. Nothing appears in Krizlin without that approval. That's what "AI-assisted · human-checked" on a card means.

Every card shows its source in the same place. "Read more at" opens the publisher's own page, with their own ads, so you can read the full story there.

Facts and explainers come from a cited page, and a person checks each one against that page before it appears. Events come from official calendars and from organizers.