Artificial intelligence (AI) is playing a pivotal role in transforming how vehicles operate and interact with their environment. The automotive industry is on a path to embrace larger, end-to-end (E2E) networks designed for scalability and growth. Traditional architectures, with their human-defined and specified interfaces and rule-based planning, are proving difficult to scale with the demands of consumers, and automakers need to sustain the pace of innovation.