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AI doesn't improve productivity — it redefines what productivity means. The equation that held for decades — more hours, more people, more output — is broken. Organisations that redesign their work around what AI makes possible don't produce 10% more but 3 to 5 times as much with the same or smaller teams. The question is not whether this is possible, but who makes the transition first.
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