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Applied AI·July 13, 2026·1 min read

Bosses want you to use AI. Then they credit the AI

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The “AI penalty” — workers ordered to use AI, then seeing credit and promotions flow to the tool — is a cultural bug that will quietly kill adoption. If you’re pushing AI internally, update performance frameworks so human judgment and integration work are explicitly recognized, or your best people will route around the mandate.