# model generalization

Chinese AV CEO Urges Faster Model Upgrades to Make Assisted Driving Safe and Scalable

Yuanrong Qixing CEO Zhou Guang urged the rapid advancement of model capabilities to overcome data inefficiencies, long‑tail scenarios and credibility gaps in combined assisted driving systems. He advocates engineering foundational models for traffic safety, and strengthening links between basic research, scenario validation and industrial deployment to ensure safe, reliable rollouts.