aiinference

  1. Linux Open-Source Stack Boosts Llama.cpp Vulkan AI on RDNA4 with Mesa RADV

    The latest round of open-source AMD driver work and kernel/toolchain updates are materially improving Llama.cpp AI inference performance on Linux — in some cases outpacing equivalent Windows 11 setups — thanks to targeted RADV/Mesa optimizations, newer Linux kernels, and the way Vulkan-based...
  2. Modern SMB Upgrade: Copilot+, vPro Core Ultra, and On-Device AI in Windows 11 Pro

    Built for speed and ready to scale, the push toward Windows 11 Pro devices—especially Copilot+ systems and Intel vPro® machines powered by Intel® Core™ Ultra—is no longer marketing fluff: it’s the practical backbone of a modern, hybrid SMB strategy that combines measurable performance gains, new...