In my first piece for Linux Format I look at the Nvidia Jetson AGX Xavier system-on-module, an incredibly powerful device the company hopes will transform the field of autonomous machines and other machine learning initiatives – and the precursor to the recently-launched and significantly more affordable hobbyist device the Jetson Nano.

In contrast to the Jetson AGX Xavier review in Custom PC Issue 190, which takes an exclusively hands-on approach, my piece for Linux Format opens with a look at the history of Nvidia’s Jetson family and the company’s various efforts to make the name synonymous with autonomous machines.

The piece then moves on to the device itself, which is impressively powerful for its sub-30W power draw – but many features of which are inaccessible pending software updates which are still not available. This issue, which extends in part at least to the documentation supporting the platform, is something Nvidia really needs to address if it’s serious about having the device – and the hobbyist Jetson Nano – appeal to the educational market as well as experienced developers looking to build high-end machine learning implementations.

Linux Format Issue 250 is available now at all good supermarkets and newsagents, and can be downloaded in electronic form from Zinio and similar services.