Conclusion and Relevance The need to create a public-private partnership to support a nationwide health AI assurance labs network is outlined here. Although the CHAI draft blueprint envisioned independent assurance labs, as of now, there is no publicly available, nationwide approach that enables objective assessment of health AI models and the consequences of their use. Therefore, there is a rapidly growing need for a nationwide network of health AI assurance labs, whose purpose would be to evaluate models using nationwide standards and best practices. While the concept of a nationwide network of assurance labs might be the most direct path toward trustworthy health AI, it is not without limitations. A public-private partnership to launch a nationwide network of health AI assurance labs could promote transparent, reliable, and credible health AI.

Source: New York Times December 20, 2023 17:25 UTC