Edge AI is transforming vehicle interiors with real-time, on-board processing that enables proactive safety features like fatigue detection and immersive, personalized experiences such as voice-activated controls. We’ll explore how Vision-Language-Action (VLA) and Vision-Language (VL) models interpret visual and spoken inputs to drive smarter, more interactive in-cabin experiences—and what’s next for automotive AI.