Principlev1
When transferring a schema to a new domain, treat the
When transferring a schema to a new domain, treat the transfer as a new hypothesis requiring independent validation rather than an extension of existing validation.
Why This Is a Principle
Derives from Expertise as Domain-Specific Schema Organization (expertise doesn't transfer across domains) and Domain-Specific Calibration Development (calibration doesn't transfer). Prescribes treating domain transfer as requiring new validation cycles. This is actionable guidance, not a description of how transfer works.