speeds can escalate danger for riders and pedestrians alike. BMW, in collaboration with Tongji University, proposes the Vision E3 Way concept. This initiative aims to construct specialized pathways exclusive to e-bike riders, larger than traditional bike lanes and featuring dynamic speed limits responsive to traffic and environmental conditions. Through this innovative infrastructure, BMW aspires to merge sustainable, efficient transportation with improved urban living standards. As articulated by Dr. Gerd Schuster, Senior Vice President of Research, New Technologies, and Innovations, the goal is to leverage novel technolo