The Measurement Trap: Why Accuracy Breeds Error
An exploration of Goodhart’s Law, examining how high-stakes metrics—from Soviet nail quotas to modern SEO—inevitably distort the very systems they aim to optimize.
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Statistical regularities collapse the moment they are used for control purposes in monetary policy.
Soviet factories produced useless hair-thin pins to meet unit quotas instead of functional tools.
The Delhi cobra bounty program backfired when citizens began farming snakes for profit.
Google's twenty twenty-four core update targets digital content designed for algorithms rather than humans.
High-stakes testing in schools often forces teachers to sideline music and art for exam scores.
Amazon avoids the accountability trap by measuring speed alongside quality and long-term sustainability.
- 01Intro1 min
- 02The Birth of Goodhart’s Law2 min
- 03The Parable of the Soviet Nail Factory2 min
- 04The Cobra Effect and Perverse Incentives2 min
- 05Modern SEO: The Digital Nail Factory2 min
- 06The Accountability Trap2 min
- 07Outro1 min
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