Government-sponsored, virtualized development environments that allow companies to test and refine their AI systems in a safe, controlled setting, subject to strict monitoring and ethical guidelines. This is similar to current regulatory sandboxes for Fintech but focusing on *ethical* AI testing. Access to insurance is contingent on successful sandbox testing. This also allows regulators to see inside the 'black box'.