Mandatory 'AI Sandboxes' – controlled development environments where AI innovation is permitted only with pre-approved datasets and under strict regulatory oversight. These environments aim to prevent the accidental or intentional creation of harmful AI systems. The outputs and applications stemming from Sandbox environments all bear a certification stamp indicating they are safe and can be used in the wider world.