EU AI Act High-Risk Healthcare AI: Why Centralized Architectures Have a Structural Compliance Problem

This content addresses a structural compliance problem for centralized AI architectures in healthcare, classified as high-risk by the EU AI Act. It highlights the difficulty of these architectures in meeting requirements such as explainability and continuous risk monitoring, posing a significant challenge for systems with an August 2024 implementation deadline.