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June 2, 2026June 2, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

Nordic adds AI-assisted development to the nRF Connect SDK and nRF Cloud

Nordic Semiconductor has added AI-assisted development to its wireless IoT microcontroller, with workflows covering the full life cycle from the first prototype to a deployed fleet. Many developers copy/paste information from LLMs trained on generic data. However, Nordic’s AI solution is specifically trained on the nRF Connect SDK documentation and nRF Cloud data and integrates with a developer’s favorite IDE. It also connects to Claude Code, Cursor, GitHub Copilot, or any other LLM at a much lower token cost thanks to the specialized model. The company says it’s based on an implementation of the Model Context Protocol (MCP), where the Nordic MCP servers give AI assistants access to validated sources from Nordic, including SDK documentation, API references, device configurations, and the customer’s field data from nRF Cloud. Highlights of Nordic’s AI-assisted development Connected to nRF Connect SDK documentation and nRF Cloud data Integrates with AI assistants such as Claude Code, […]

June 2, 2026June 3, 2026 by Jean-Luc Aufranc (CNXSoft) - 8 Comments

ASUS Ascent QN10 mini PC is powered by Qualcomm Snapdragon X2 Elite 18-core Armv9 processor

ASUS Ascent QN10 is the first mini PC powered by a Qualcomm Snapdragon X2 Elite 18-core Armv9 processor with 80 TOPS of AI performance for Windows CoPilot+ PCs. The powerful Arm computer ships with up to 32GB LPDDR5 memory and a 512GB to 2TB NVMe SSD. It supports up to four video outputs through one HDMI and three USB4 (40 Gbps) ports, and offers 2.5GbE and WiFi 7 networking, an audio jack, and a few extra USB 3.2/2.0 ports. ASUS Ascent QN10 specifications: SoC – Qualcomm Snapdragon X2 Elite (Glymur 8480B / X2E-88-100) CPU – 18x Armv9 cores with 12 Prime cores up to 4.7 GHz (single/dual core) / 4.0 GHz (multicore), and 6 Performance cores up to 3.4 GHz GPU – Adreno X2-90 @ 1.70 GHz with support for DirectX 12.2 Ultimate, Vulkan 1.4, OpenCL 3.0 VPU Encode: HEVC, AVC: Dual 8K UHD @ 30 FPS, AV1: 8K UHD […]

May 25, 2026June 14, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

Khadas Mind Graphics 2 review – A powerful NVIDIA GeForce RTX 5060 Ti eGPU dock for the Mind 2 mini PC

Earlier this month, I received the Khadas Mind 2 (Intel Core Ultra 7 155H) mini PC with two accessories connecting through the Mind Link (PCIe x8) connector: The Mind xPlay Display and Keyboard combo, and the Mind Graphics 2 dock, adding a range of interfaces and an NVIDIA GeForce RTX 5060 Ti GPU with 16GB of VRAM. After going through the specifications, an unboxing, and a partial teardown in the first part of the review, I tested the Mind xPlay using the Mind and Mind 2 mini PCs running Windows 11 and Ubuntu 24.04. I’ve now had time to test the Khadas Mind Graphics 2 dock with the Mind 2 mini PC running Windows 11, so I’ll report my experience with the NVIDIA GPU (3D graphics and AI), and test all features, including 2.5GbE networking, the built-in speakers, microphone array, and so on. A few gremlins and system info When […]

May 21, 2026May 21, 2026 by Jean-Luc Aufranc (CNXSoft) - 3 Comments

reComputer RK3576/RK3588 Edge AI computers are supported by reComputer AI Lab one-click deployment platform

Seeed Studio has just launched the reComputer RK3576/RK3588 Edge AI computers designed for developers, embedded AI innovators, robotics, industrial AI, vision AI, local LLMs, and real-world edge deployment. Rockchip RK3576 and RK3588 computers are pretty common these days, and the Seeed Studio models offer triple video output, dual Ethernet (GbE or 2.5GbE), several USB ports, and M.2 expansion. But the most interesting part is probably the software with Armbian-based Linux OS and support for the reComputer AI Lab platform that enables one-click deployment of AI-accelerated computer vision, audio, and LLM/LVM demos. reComputer RK3576/RK3588 specifications: SoC (one or the other) Rockchip RK3576 Octa-core CPU – 4x Cortex-A72 cores at 2.2GHz, 4x Cortex-A53 cores at 1.8GHz GPU – ARM Mali-G52 MC3 GPU NPU – 6 TOPS (INT8) AI accelerator with support for INT4/INT8/INT16/BF16/TF32 mixed operations. VPU Video Decoder: H.264, H.265, VP9, AV1, and AVS2 up to 8K at 30fps or 4K at […]

May 1, 2026May 3, 2026 by Jean-Luc Aufranc (CNXSoft) - 3 Comments

$4,290+ Unitree R1-A5 and R1-A7 humanoid robots features grippers or dexterous hands, fixed or wheeled base

Unitree has extended its R1 dual‑arm humanoid robot family with new R1-A5 and R1-A7 models, which can be fitted with 2-finger grippers or 3 or 5-finger dexterous hands, and attached to a fixed base or a wheeled base for indoor mobility. The new robots appear based on the low-cost Unitree R1 platform launched last year, which can dance, walk, run, perform kung-fu moves, and chat with users, but is otherwise not overly useful since it lacks dexterous hands. The R1-A5 and R1-A7 won’t be able to dance, since they don’t come with legs, but the upper body comes with a head and two arms equipped with grippers or dexterous hands, which could perform useful tasks in combination with binocular vision. Four new models are available with the following specifications: They mostly share the same specifications, but the R1-A7 has longer arms and adds 4 degrees of freedom (2 extra per […]

April 13, 2026 by Jean-Luc Aufranc (CNXSoft) - 6 Comments

Linux 7.0 Release – Main changes, Arm, RISC-V, and MIPS architectures

Linus Torvalds has just released Linux 7.0 on LKML: The last week of the release continued the same “lots of small fixes” trend, but it all really does seem pretty benign, so I’ve tagged the final 7.0 and pushed it out. I suspect it’s a lot of AI tool use that will keep finding corner cases for us for a while, so this may be the “new normal” at least for a while. Only time will tell. Anyway, this last week was a little bit of everything: networking (core and drivers), arch fixes, tooling and selftests, and various random fixes all over the place. Let’s keep testing, and obviously tomorrow the merge window for 7.1 opens. I already have four dozen pull requests pending – thank you to all the early people. Linus This follows the Linux 6.19 release about two months ago, which brought us PCIe link encryption and […]

April 13, 2026April 13, 2026 by Sponsored Post - 2 Comments

Homture Magic Frame smart photo display integrates generative AI and 60 GHz mmWave radar (Sponsored)

The Homture Magic Frame is the world’s first smart photo display that integrates generative AI video and a 60 GHz mmWave radar. Artificial intelligence transforms static photos into interactive, living windows of memory, while the 60 GHz radar detects a person’s presence within a 2-meter range. So when someone walks by, the frame’s AI model gives life to the character(s) in the photo to greet people or follow their movement with their gaze. Homture Magic Frame specifications: Storage 64GB local storage Unlimited cloud storage hosted on US-based AWS servers. Display – 10.1-inch Full HD (1920×1200) touchscreen display Wireless – Dual-band WiFi (2.4GHz / 5GHz) Sensor – 60 GHz mmWave radar AI features AI Photo-to-Video Magic – Generates multiple dynamic videos from a single photo Old Photo Restoration – Scans vintage physical photos, repairs fading, and animates them. Smart Motion Interaction – The frame can greet you or have characters look […]

March 30, 2026March 30, 2026 by Jean-Luc Aufranc (CNXSoft) - 5 Comments

Select the right hardware for your local LLM deployment with this online guide

When it comes to deploying local LLMs, many people may think that spending more money will deliver more performance, but it’s far from reality. That’s why Sipeed created the “AI Agent Local LLM Inference Device Deployment Guide” hosted on the llmdev.guide website. The website lists common hardware with price, performance (tokens/s), power consumption, and more for various LLMs. If we take Qwen3.5 9B as an example, we can see that $4K+ hardware like NVIDIA DGX Spark or Apple Mac Studio M3 delivers about the same TPS as a machine equipped with a $260 Intel Arc B580 12GB GPU. If money is no object and you’d like the best performance, the NVIDIA GTX 5090 32GB makes the most sense. I reckon the price comparison is imperfect because some data points reflect the price of a complete system, while others only list the price of a graphics card. However, for Qwen 122B-A10B, […]