The Cobra Effect, Running on GPUs
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Last Updated on July 30, 2026 by Editorial Team Author(s): Piyush Bhatia Originally published on Towards AI. The Cobra Effect, Running on GPUs How Amazon and Meta’s tokenmaxxing exposed Goodhart’s Law — and how teams make the metrics harder to game Source: Image by the author. There is a famous story about British rule in India. Officials in Delhi, alarmed by the number of venomous cobras, offered a bounty for every dead snake brought to the collection office. At first, the policy worked beautif
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