"Manager Support Increases AI Adoption 8.7×" — the Error in That Sentence Costs Real Budgets
Gallup's 8.7× multiplier appears in every AI transformation deck. It attaches to perceived transformation, not adoption frequency (1.7×), and it is correlational — which changes where your budget should go.