The White House is moving closer to a voluntary framework under which AI companies would submit their most advanced models to the federal government before public release. The White House’s Office of the National Cyber Director reportedly circulated the draft framework by to OpenAI, Anthropic, and Google, and those companies jointly submitted edits. Although the review process details are not yet public, the continued federal interest in pre-release review of frontier AI models follows earlier discussion of a possible FINRA-like watchdog for advanced AI systems. For businesses, the key takeaway is that voluntary AI governance is increasingly becoming a practical expectation, even where formal legal mandates remain unsettled. Even if the initial federal framework applies most directly to major AI model developers, downstream users should expect those norms to flow through vendor diligence, contract terms, audit rights, procurement questionnaires, and enterprise AI policies.