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How to ThinkIn the Age of AI
Principlev1PR-580

Record the source provenance of each schema during inventory

Record the source provenance of each schema during inventory to identify unexamined inherited schemas, as schemas with no traceable origin are most likely outdated.

Why This Is a Principle

This derives from Environmental Installation of Early Schemas (early schemas installed by environment), Schemas as Knowledge Organization Structures (schemas), and Hindsight Bias and Calibration Necessity (memory reconstruction unreliability). It prescribes source auditing to detect inherited unexamined schemas. Actionable.