Artificial intelligence is a profound technological development, with significant social implications. Whether it be the way in which generative AI will affect the future of the economy or the risks of automated decision making in government, policymakers are facing growing pressure to get across the impact of AI in a wide range of policy areas. Our contributors tackle these issues, offering new ways to understand the opportunities to shape and respond to AI for the public good.