Research on Safety Analysis and Response Methods of Autonomous Driving Technology Based on Artificial Intelligence

With the increasing attention paid to automated driving technology, the commercialization of automated driving has gradually become a reality, playing a vital role in transportation. However, the constant occurrence of autonomous vehicle accidents still makes the public doubt the possibility of large-scale commercial use of unmanned driving. How to improve safety and reliability is the core proposition of automated driving technology, Its research and development will seriously affect the commercialization of autonomous vehicle. This article focuses on the safety challenges that exist when key technologies of artificial intelligence are applied in the field of autonomous driving, analyzes the key factors that constrain the commercialization of autonomous driving, and proposes research ideas and suggestions to help the vigorous development of autonomous driving.