Principlev1
Test newly abstracted schemas in domains not represented in
Test newly abstracted schemas in domains not represented in the original cluster—if the abstraction generates useful insight in novel contexts, it captures real structure.
Why This Is a Principle
Derives from Expertise as Domain-Specific Schema Organization (expertise doesn't transfer automatically) and Domain-Specific Calibration Development (calibration requires feedback). This is prescriptive about validation through transfer. It's actionable and grounded in axioms about domain specificity and feedback.