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Adaptive Adoption™ — Pillar 1: Master the Craft

Research-grounded, heuristic · Original framework (Gibbons 2026) · v0.5

AI Mastery Self-Assessment

Framework: Gibbons, P. (2026). Adaptive Adoption™ — Pillar 1: Master the Craft.

12 questions across four mastery levels — User, Practitioner, Builder, Architect — each assessed on three dimensions: Know, Do, Build. Brutally honest answers only. Results appear after all 12 questions are answered.

0 of 12 answered

LEVEL BREAKDOWN

DIMENSION PROFILE

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