# Reproduction: Optimal Regularization for Performative Learning - [Judge-facing evidence scorecard](#/00-judge-evidence-scorecard) - [Claim 1: VERIFIED](#/claim-1) - [Claim 2: FALSIFIED](#/claim-2) - [Claim 3: VERIFIED](#/claim-3) - [Claim 4: VERIFIED](#/claim-4) - [Claim 5: VERIFIED](#/claim-5) - [Executive summary](#/executive-summary) - [Conclusion](#/conclusion)