AI Output Is Cheap, Verification Is Not: The Hidden Costs

DrKavner · x · 2026-08-17

The article argues that the real cost of AI workflows often starts after generation. In knowledge work, AI increases speed without necessarily improving capability, and users often prefer assisted outputs that distort their intent. It highlights that most teams budget for generation time, overlooking the high cost of verification.

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