Edge AI hardware race for robotics

SiMa.ai sub-10W drone reference design, AMD Kria X100, NVIDIA Jetson Thor/Orin; new AMR reference platform using Jetson Orin Nano, ROS2, ST components; Basler machine vision with Syslogic/Jetson; Lattice and Analog Devices sensor sync; Ouster Rev8 lidar. New: Advantech launches edge AI solutions with Qualcomm 100 TOPS processor and ROS2 support for industrial vision and AMR. Practical resources: Livox MID-360S review, sensor calibration bottleneck article.