Behind-the-scenes breakdowns of how real AI creators make their work.

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productivity

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Bar graph showing AI productivity metrics with upward arrows contrasting with declining output quality indicators

Token maxing: How Meta and Amazon measure AI productivity backward

Meta ranked 85,000 employees by tokens consumed and crowned "Token Legends." Employees gamed it by running agents overnight. It's Goodhart's Law with a $900M price tag.