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How to ThinkIn the Age of AI
Principlev1PR-230

When a measure becomes a performance target, immediately…

When a measure becomes a performance target, immediately establish a paired outcome metric that the leading indicator was meant to predict, because optimization pressure severs the causal link between indicator and outcome.

Why This Is a Principle

Derives from When a measure becomes a target, it ceases to be a good… (Goodhart's Law) and Measurement of behavior changes the behavior being measured… (measurement changes behavior). This is an anti-Goodhart principle — a design rule for measurement systems that follows from how humans respond to being measured.