NY A 1456 would require health insurers, Article 43 corporations (e.g., Blue Cross/Blue Shield plans), and HMOs certified under New York Public Health Law to notify insureds and enrollees on their websites about whether they use AI-based algorithms in utilization review. Covered entities must submit their AI algorithms and training datasets to the Department of Financial Services for bias certification. Clinical peer reviewers must independently review individual clinical records before issuing an adverse determination when AI algorithms are initially used in utilization review. The Superintendent of Financial Services enforces the law with fines of up to $5,000 per violation ($10,000 per willful violation), license suspension or revocation, and aggregate annual fine caps. No private right of action is created.