This track explores the critical role of LiDAR in autonomous vehicle perception, providing high-resolution depth sensing and precise environmental mapping. We will dive into the latest advancements in solid-state, hybrid, and long-range LiDAR technologies and their impact on L3–L5 autonomy. Learn how sensor fusion, AI-driven point cloud processing, and cost-effective manufacturing are shaping the next generation of LiDAR solutions. Finally, gain valuable insights into real-world deployment challenges, data efficiency, and performance optimization to improve AV safety and reliability.