AI Work Intensification
friction surfacing
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Despite expectations that AI would reduce workloads, users report that AI tools are increasing work intensity rather than decreasing it.
This matters because AI adoption does not guarantee labor reduction; instead, it reshapes work into more complex hybrid tasks, demanding new skills and creating hidden labor costs that organizations must manage.