The session features live demonstrations of selected students' capstone projects focused on AI security tools. Participants showcase their innovative solutions, including a home detection and response system and an autonomous penetration testing tool, highlighting their design decisions and technical implementations. This lesson is beneficial for those interested in cybersecurity and AI, providing insights into practical applications and the challenges faced during development.