Frontier AI developers should commit to detailed and independently scrutinized scaling policies. Governments should work on national and international safety standards of AI training and deployment. Governments should require audits of AI systems during training. Governments should monitor large compute clusters. Governments may want to establish a licensing system for powerful AI systems, and should empower regulators to pause the further development of an AI system, and should mandate access controls for such frontier AI systems. (2023) source Unverified