State AI laws face constitutional limits under the dormant Commerce Clause, but courts lack the data to weigh interstate burdens against local benefits. The article argues policymakers must build evidentiary records—through standardized burden and benefit estimates—and equip judges with analytical tools for effective cost-benefit review.