How Goodhart's Law Breaks Metrics
Explore Goodhart's Law—when a measure becomes a target, it ceases to be a good measure—and how to design metrics that resist gaming.
All articles tagged with "Incentives"
Explore Goodhart's Law—when a measure becomes a target, it ceases to be a good measure—and how to design metrics that resist gaming.
Map what's rewarded with bonuses and recognition. Identify what's punished with penalties and criticism. Compare stated versus actual incentives.
Understand fundamental economic principles—supply and demand, opportunity cost, incentives—without jargon or mathematical complexity.
Analyze incentive failures—real cases where reward systems created perverse behavior, gaming, and outcomes opposite to intent.
Understand incentive mechanics—how rewards and punishments shape behavior, create alignment, and why incentive design matters.
Metrics create visibility making performance transparent. Accountability follows visibility. They enable improvement but encourage gaming the measures.