In Session 4 of the 2025 Healthcare AI Bootcamp, attendees will explore the lifecycle of AI systems and the risks that can emerge at every stage, from ideation and design to implementation and long-term use. Through real-world examples, participants will learn how data selection, system validation, and deployment decisions can introduce vulnerabilities.