Seeing before Observable: Potential Risk Reasoning in Autonomous Driving via Vision Language Models

Jiaxin Liu, Xiangyu Yan, Liang Peng +11

Ensuring safety remains a key challenge for autonomous vehicles (AVs), especially in rare and complex scenarios. One critical but understudied aspect is the \textbf{potential risk}…