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How to ThinkIn the Age of AI
Anti-patternv1AP-027

Intuition-based-optimization anti-pattern

optimizing systems based on how they feel rather than on measured data, which produces changes that address perceived problems while missing actual bottlenecks that measurement would reveal

Why This Is an Anti-Pattern

Inverts feedback-loop-as-learning (Feedback-loop-as-learning-mechanism pattern). Violates Cognitive Dissonance Drives Information Avoidance (calibration). Recurs in gut-feel management, unmeasured process changes, anecdote-driven decisions.