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How to ThinkIn the Age of AI
Principlev1PR-926

Group errors into clusters and treat three or more instances

Group errors into clusters and treat three or more instances of the same pattern as a signal of structural weakness rather than coincidence.

Why This Is a Principle

Derives from Automatic Pattern Perception (brain generates patterns), The behavior of a system arises from its structure… (structure produces behavior), and A production system produces results; roughly 94%… (system vs. individual problems). This principle provides a detection threshold—when repetition indicates structure rather than chance.