Framework's 192 GB Gorgon Halo desktop can allocate 160 GB to its integrated GPU for local LLM inference and ships with a Fedora pre-built option.
Rockchip's RK1828 M.2 AI card packs 20 TOPS and 5GB of 3D-stacked DRAM, hitting 70 tok/s on Qwen2.5-7B with four-card cascading support up to 31B models.
Forlinx's M.2 2280 card packs a Rockchip RK1828 NPU with 5GB stacked DRAM, running 7B LLMs at 70 tok/s on Rockchip SBCs. Four cards cascade for 27B models.
First Allwinner T527 compute module in the CM5 form factor brings octa-core Cortex-A55, a 2 TOPS NPU, WiFi 6, and a RISC-V coprocessor starting at $28.
Bazzite's latest stable image pairs Linux kernel 7.2.7 with Mesa 26.2.2, fresh Nvidia drivers, and updated Gamescope for handheld gaming setups.
GMKtec's Evo-X5 Pro packs 192GB of unified memory with 160GB allocatable as VRAM, enough to run 300B-parameter LLMs locally on a single rackable mini PC.
Minisforum's MS-S1 Max-P495 uses AMD's Gorgon Halo APU with 192GB RAM and 160GB allocatable VRAM, enough to run 284B-parameter models locally.
Bazzite's latest stable adds Anbernic Win600 handheld support, hibernation for portable devices, Waydroid on Nvidia GPUs, and swaps vim for ms-edit as the default terminal editor.
A hackable ESP32-S3 smartwatch with open-source drivers, multi-language firmware support, and three build options from bare PCB to fully assembled.
Espressif's ESP-Mosaico packs a touch display, IMU, magnetometers, audio, and haptics around the new dual-core RISC-V ESP32-S31 with Wi-Fi 6 and Thread/Zigbee.
Lenovo's first Android gaming handheld ships with a USB dongle for direct PC game streaming at 10ms latency, bypassing Wi-Fi entirely.
Igalia posted v7 of its FUTEX robust list patches for the Linux kernel, improving x86 game emulation on ARM64 via FEX-Emu for Steam Play.
Incus 7.5 patches four critical host-escape CVEs and ships OVN child networks, NVIDIA GPUDirect P2P passthrough for VMs, and improved OCI container support.
Mesa's Docker CI containers now ship 32-bit libraries in the x86_64 LLVM SDK, streamlining multilib builds for 32-bit Vulkan and OpenGL drivers used by Proton and Wine.
8devices' 38-gram 8Sight T100 pairs a 320x240 LWIR thermal sensor with an STM32N6 NPU for on-device AI inference at 60 fps, targeting drones and robotics.
ARK's ARKV6X-RT pairs NXP's dual-core i.MX RT1176 with triple-redundant IMUs and the open source PX4 stack on a tiny Pixhawk Autopilot Bus module.
GL.iNet's Mango 2 packs dual-band Wi-Fi 5, Gigabit Ethernet, WireGuard, and OpenWrt into a 100g pocket router with USB 3.0 and Multi-WAN failover.
Plasma 6.8 beta unifies KDE theming with Union's new QtWidgets support, drops X11, and re-enables NVIDIA triple buffering by default ahead of its October release.
TrueNAS becomes the first platform certified under Veeam's new All-In-One virtualized appliance category, running the backup server as a ZFS-protected VM on the same array it backs up to.
A 40 x 40mm module packing a Rockchip RV1126B with 3 TOPS NPU, five camera inputs, and Debian Linux for edge AI vision.