Trump Administration's Secret AI Review Framework Excludes Open Models

The White House has unveiled a secretive new framework for evaluating advanced artificial intelligence models, according to sources familiar with the matter. The framework, which is not being made public, will guide the review process for AI systems before they are released to the public or private sector. Key industry insiders were invited to closed-door meetings at the White House on Tuesday to discuss the details of this voluntary but non-transparent initiative.

The Trump administration's approach centers around reviewing "frontier models," which are defined as closed-source technologies with cutting-edge capabilities and potential national security implications. However, there is no clear definition provided for what constitutes state-of-the-art technology or a significant national security risk. Notably, open-source AI models will be excluded from the review process altogether.

During a 30-day pre-release period, access to these closed-source models would be severely restricted. The models themselves would be stored in highly secure environments with strict controls over who can view them and detailed logging of all interactions. This rigorous vetting process is expected to involve multiple government officials across various agencies rather than being handled by a single entity.

Despite the significant implications for AI development, the White House has decided not to publicly release this framework, maintaining its confidentiality even as it impacts industry practices. Companies that were not invited to these closed meetings remain in the dark about the specific criteria and procedures outlined within the document. Additionally, there is uncertainty surrounding which entities will be designated as "trusted partners" with early access to advanced AI models.

The administration's decision to keep this framework confidential aligns with an earlier executive order issued by President Trump in June 2026, which mandates that any benchmarking process for assessing the cybersecurity capabilities of AI systems must remain classified. This directive does not require the voluntary review framework itself to be made public.

Industry insiders report that companies were encouraged during Tuesday's meetings to share models with the government that are nearing final release stages rather than those in early development phases. As a result, many firms with less advanced AI technologies may find themselves excluded from this critical evaluation process altogether.

The implications of this secretive approach could have far-reaching effects on both national security and technological innovation, potentially stifling collaboration between private companies and the government while raising concerns about transparency and oversight. Critics argue that excluding open-source models undermines efforts to foster a more inclusive and collaborative AI ecosystem.