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How to ThinkIn the Age of AI
Principlev1PR-155

Explain established systems to newcomers not as onboarding…

Explain established systems to newcomers not as onboarding but as defamiliarization practice—articulating what you automate exposes hidden assumptions.

Why This Is a Principle

Derives from Illusion of Explanatory Depth (self-assessment unreliable until forced to articulate), Externalization Exposes Hidden Structure (externalization exposes gaps), and Expertise as Domain-Specific Schema Organization (expertise is domain-specific schemas). The principle makes code walkthroughs with new hires into a deliberate epistemic practice, not just knowledge transfer.