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Nvidia CEO Jensen Huang introduces a token budget system to evaluate engineers, raising questions about the true returns on AI workforce investments. The approach highlights a growing trend in tech companies to measure productivity through AI resource usage, though results remain uncertain.
AI coding adoption is surging, but engineering leaders are still measuring usage instead of outcomes, creating a costly blind spot. The question that AI providers don't want you to ask is: what is the actual impact of AI on development velocity and code quality?
