Solid-state and vision-only systems have dominated headlines, but 3d mechanical lidar continues to define the operational baseline for autonomous systems that cannot afford to guess. The “cameras are enough” argument sounds compelling in controlled demos. In practice, depth perception from stereo vision degrades with lighting changes, texture-poor environments, and high-speed motion — exactly the conditions […]

