New work from SRI Director Gillian Hadfield and Jack Clark of OpenAI proposes a novel regulatory framework for ensuring AI can be used safely, ethically, and with the public interest in mind. Market-based incentives like competition, positive industry reputation, and expanded market access can spur efficiency and accountability in the ways in which we develop regulatory innovations.