It's just become a lot easier for US government agencies to procure AI products from Anthropic, Google, and OpenAI, as the firms and the feds have signed a government-wide agreement to streamline purchasing.…
The starting point is to understand that a kernel-mode GPU driver connects a much larger UMD (user-mode driver) to the actual GPU. The UMD will actually implement APIs like Vulkan, OpenGL, OpenCL, and others. These APIs, in turn, will be used by actual programs to describe their workload to the GPU. This includes allocating and using not only the geometry and textures, but also the shaders being used to process said data into the final result. This means that a key aspect of GPU drivers is actually allocating GPU memory to house data related to the current scene being drawn so that it can actually be operated on by the hardware.
There is a great deal of misunderstanding, and some misinformation, about the Trusted Platform Module (TPM); to combat this, Debian developer Jonathan McDowell would like to clear the air and help users understand what it is good for, as well as what it's not. At DebConf25 in Brest, France, he delivered a talk about TPMs that explained what they are, why people might be interested in using them, and how users might do so on a Debian system.