Measured productivity gains from AI in knowledge work are large enough to change staffing plans.
LaborSlow to resolveEmployment
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would falsify this claim
Replicated field studies and RCTs show task-time or throughput gains above roughly 20% in exposed functions, and firms cite them in workforce planning; falsified if gains stay small, fail to replicate, or never reach staffing decisions.