Keep resources equal.
Let the evidence differ.
Compare current fragmented arrangements, structured human-only cooperation and MAR. Hold staffing, physical resources, information dates and evaluation criteria equal. Enter measured differences explicitly.
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Compare the arrangements
Keep physical resources and evaluation conditions equal. With identical inputs, all three approaches produce identical arithmetic. The comparison refuses material differences in declared conditions; it does not verify those declarations.
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Executive brief and reproducible export
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