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Pillar 1: Master the Craft

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Build capability through doing, not curriculum.

Building with AI is like architecture, not calculus: you can't learn it in a classroom or a webinar. The dominant L&D model fails when the skill landscape shifts quarterly. AI Mastery requires craft: intimate knowledge of tools, understanding of their limits, and quality work produced through skill, not luck. The unit of learning is the community of practice.

TOOL

Sandbox Environments

Safe place to break things without production consequences

PROCESS

Peer Learning Circles

Weekly show + tell; structured "work out loud"

BEHAVIOR

Fail Loudly — Safely

Share misses and fixes in public, not just wins

SKILL

Prompting as Craft

Task decomposition, constraint design, context engineering

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