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The Reduction Trap

Time freed by AI is capacity, not ROI - name the destination or output takes it.

Saved time is capacity, not ROI.

When AI frees hours, leadership chooses the destination: better work, fluency, fewer late nights, headroom for the next crisis, or more output. Choose one out loud. Left undirected, it evaporates into more work, and people stop telling you what they saved.

When to use  Deciding what happens to the hours AI gives back, before the default decides.

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topic: adoption & strategy type: concept

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