25 March 2026 11:30 - 12:00
Panel | AI safety in healthcare: Red-teaming, validation, and post-market surveillance
Leaders in clinical AI safety will break down how red-team exercises uncover real failure modes in reasoning, retrieval, multimodal inputs, and workflow integration.
The panel will compare validation frameworks - from stress testing and bias audits to scenario-based evaluation aligned with clinical risk profiles.
Our expert panelists will discuss how post-market monitoring is evolving, including drift detection, incident reporting loops, and continuous model governance in regulated environments.