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How to ThinkIn the Age of AI
Principlev1PR-695

When contradiction surfaces between beliefs, expand schema…

When contradiction surfaces between beliefs, expand schema structure to hold both beliefs simultaneously, then migrate reasoning to the evolved schema before contracting the old incompatible framework.

Why This Is a Principle

Derives from Piagetian Equilibration Through Schema Dynamics (accommodation when assimilation fails), Schemas as Knowledge Organization Structures (schemas organize knowledge), and Complementary Learning Systems Architecture (complementary learning systems prevent interference). This prescribes the EXPAND-MIGRATE-CONTRACT pattern for schema evolution. Database migration provides the concrete template.