Convergence Analysis – AI Model Registries, Sep 2024

The 2024 Convergence Analysis report outlines the critical role of AI model registries in establishing foundational governance frameworks. This report discusses how model registries are evolving as a regulatory tool to enhance transparency and accountability in AI development. Model registries track AI models used in sensitive applications, with a focus on high-compute models in sectors like social media and generative AI. The report contrasts approaches across regions, noting that the U.S., EU, and China prioritize different goals in AI governance. For example, the U.S. focuses on cybersecurity measures and restricting high-compute AI exports, while the EU emphasizes citizen rights by tracking high-risk AI systems. This divergence reflects broader regional priorities in AI risk management and policy alignment.