With its broad portfolio, NXP is uniquely positioned to propose a full system allowing a scalability from NCAP to L4/L5 autonomous driving. To address such scalability, NXP has faced some challenging decisions about the system partitioning, performance, safety decomposition, AI Acceleration and Programming language. All these challenges will be addressed during the session.