Last month, NVIDIA unleashed the next-generation edge computing hardware device branded as Jetson AGX Orin at GTC. Courtesy of Nvidia, I was fortunate enough to get a Jetson AGX Orin Developer Kit to evaluate and experiment with it. The Jetson AGX Orin Developer Kit has everything you need to run AI inference at the edge with ultra-low latency and high throughput. As a successor to the most powerful Jetson AGX Xavier, AGX Orin packs a punch. The developer kit comes with a carrier board that makes it easy to connect various peripherals. The Jetson AGX Orin Developer Kit comes with a preview of JetPack SDK 5.0, which is based on the Ubuntu 20.04 root filesystem and Linux Kernel 5.10.