PlusVision is poised to enhance the capabilities of the CV3-AD controllers, which integrate Ambarella's cutting-edge semiconductor technology with comprehensive neural networks. The introduction of PlusVision marks a significant milestone in the automotive sector's push towards greater power efficiency and advanced perception capabilities. The high-performance software stack is engineered to leverage transformer-based models, enabling robust interpretation and understanding of real-time data from an expanding array of sensors, which is becoming increasingly essential for effective and safe autonomous driving systems.