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How to ThinkIn the Age of AI
Patternv1PT-054

Inconsistency-from-ad-hoc-execution pattern

the structural tendency for repeated tasks performed without a documented process to produce inconsistent quality, because each execution relies on memory and mood rather than a tested sequence

Why This Is a Pattern

Exemplifies Extended Cognition Thesis (externalization) and Most organizational outcomes are products of system design… (system design determines outcomes). Recurs in cooking, content creation, onboarding, client delivery.