Principlev1

Audit classification systems for duplicates, dead

Audit classification systems for duplicates, dead categories, overstuffed catch-alls, and ambiguous labels on a regular schedule to prevent compound interest on classification debt.

Why This Is a Principle

Derives from Knowledge that exists only in tacit form degrades without (tacit knowledge degrades without detection) and Abstraction Necessarily Discards Information (abstraction discards information). The lesson establishes that classification systems degrade over time, and this principle prescribes the maintenance protocol. It's actionable, general across domains, and follows from axioms about knowledge degradation and information loss.

Source Lessons

L-0232

Classification debt accumulates

Lazy or inconsistent categorization creates a growing mess that eventually must be cleaned up.

Connections

Derived From (2)

AxiomAbstraction Necessarily Discards Information AxiomKnowledge that exists only in tacit form degrades without

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