Cut totals and cause attribution come from Challenger, Gray & Christmas, cited to the month of publication. WARN filings come from state labor department records — five states through Big Local News' open-source warn-scraper, the rest through parsers we wrote ourselves. Occupational exposure research is cited individually and never blended.
We are currently ingesting from 1 state, with 41 more configured and not yet returning filings.
A WARN filing does not, by itself, indicate AI-driven displacement. Every stat carries the period it describes, errors are corrected in place and logged, and nothing publishes without a person reading the evidence first.
The full methodology — sources, tiers, coverage →
Cut totals & attribution
Challenger, Gray & Christmas
WARN filings
1 state ingesting · 41 configured
Editorial review
Human-reviewed before publication
Refresh
Sources last checked 10 hours ago
License
Free to cite with attribution