Key topics include AI-powered design iteration for material efficiency, real-time monitoring through IoT sensors for predictive maintenance, and AI’s role in assessing structural integrity against natural disasters. As the industry moves toward smarter, more resilient infrastructure, understanding AI’s potential is crucial for engineers. This lecture provides valuable insights for students, professionals, and researchers looking to integrate AI into modern engineering practices.