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Lidar as technology is coming of age, with both research papers and patents rising exponentially in the last decade. While the technology can be used for a wide variety of disciplines, we see the most advancement in its use in autonomous vehicles, for obstacle detection and avoidance. In terms of patents, Waymo, Luminar, and a few other traditional auto companies are active in this space.