Explore dynamic analysis of road traffic flow and traffic signal systems in this 22-minute conference talk by Ben Heydecker from UCL. Gain insights into innovative approaches for future urban development and traffic planning using AI and data science. Learn about equilibrium network design, optimality conditions, design variables, and improved designs through example calculations. Discover how researchers, traffic authorities, and industry experts are addressing challenges faced by traffic planners and controllers. Understand the potential for AI-driven solutions in optimizing mobility systems and enhancing urban traffic management.