The 2026 West Lake Half Marathon kicked off in Hangzhou, Zhejiang Province, on Sunday, drawing 10,000 runners from 27,000 registrants. For the first time in a large-scale marathon, AI traffic management robots were deployed at multiple points, demonstrating real-time command capabilities. Using voice prompts, robotic arm gestures and precise positioning, they helped optimize traffic flow along the race route.