How has the development of AVs influenced the way they are assessed for public safety, and how has their mass deployment impacted the safety of real-world roads?

The multi-development of autonomous vehicles (AVs) has made our transportation systems a breeze. They are a quick, simple, and efficient form of transportation, as well as providing flexibility and safety. However, this rapid pace of development of AVs has also provided many difficult challenges, including safety concerns, regulatory procedures, and ethical dilemmas. This paper will explore the historical evolution of AV technology from universities, small organizations, and current-day industry leaders that helped with the early stages of safety systems like Mercedes-Benz's Prometheus Project to modern AV industry leaders like Waymo. Additionally, the paper will provide all the financial pressures of AV innovation and safety, highlighted by major incidents by Uber and Cruise. Furthermore, the study dives into the mass development of AV safety regulations, including California's AV licensing program, NHTSA guidelines, and safety protocols such as UL 4600 (Standard for Safety for the Evaluation of Autonomous Products), Safety of Intended Functionality (SOTIF), and ISO 26262. By analyzing the progress and setbacks in AV innovation, this research aims to understand the comprehensive risks and opportunities of the widespread deployment of autonomous vehicles in the near future.