How this term is used in the channel Eight levels of AI adoption appears in this channel's material as the framing for a segment in We Tested Anthropic’s Fable 5 for a Week[^1db8d250-58d6-5db3-b41c-460d8e4801db], where the label is used to mark a discussion of how far along people and teams are in adopting AI into their work. The captured material presents it as a labeled segment title rather than a fully enumerated list, so the entry preserves that attribution: the term names a staged, eight-part way of thinking about adoption, without asserting the specific contents of each level. Context The term sits within the broader theme of AI Model Vibe Checks and Comparisons — the channel's exploration of how to evaluate AI models hands-on, including benchmark and informal testing, reasoning-effort tuning, ceiling-versus-consistency tradeoffs, and cross-model workflows. Adoption, in this framing, is about where a person or organization actually stands in putting AI to use in real work — not just what a model scores on a leaderboard. <KeyPoint>The term labels a segment about stages of AI adoption in the Fable 5 hands-on testing video[^1db8d250-58d6-5db3-b41c-460d8e4801db].</KeyPoint><KeyPoint>It frames adoption as a progression with eight distinct levels.</KeyPoint><KeyPoint>The specific content of each level is not captured in the source material, so treat it as a labeled framework rather than a documented checklist.</KeyPoint>