Autonomous vehicles (AVs) are increasingly present on roads globally, especially in tech-forward cities like San Francisco and Wuhan. Current AV technology spans from Level 0 (fully human-driven) to Level 5 (fully autonomous), with Level 4 vehicles already being tested. The deployment of AVs faces significant challenges, including safety, regulatory issues, and economic feasibility. Shared autonomous rides are emerging as a