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January 12, 2026January 12, 2026 by Jean-Luc Aufranc (CNXSoft) - 11 Comments

Milk-V Titan – A $329 octa-core 64-bit RISC-V mini-ITX motherboard with a PCIe Gen4 x16 slot

We first noted the UltraRISC UR-DP1000-powered Milk-V Titan mini-ITX motherboard when we wrote an article about three high-performance RISC-V processors to watch in H2 2025. There have been some delays, as there often are, but the Titan board finally appears to be in stock, so it’s probably a good time to have a closer look. Powered by a 2 GHz UR-DP1000 octa-core RISC-V CPU, the Titan mini-ITX motherboard supports up to 64GB DIMM memory and M.2 NVMe storage (PCIe Gen4 x4), and features a PCIe Gen4 x16 slot for a graphics card or other expansion, Gigabit Ethernet, four USB 3.0 ports, a BMC, and more. Milk-V Titan specifications: CPU – UltraRISC UR-DP1000 8x 64-bit RISC-V UR-CP100 “RV64GCBHX” cores up to 2.0 GHz Two 4x core cluster design with 4MB L3 cache each, and a total of 16MB cache. Fully RVA22 compliant, and “Compliant with RVA23 excluding V extension.” Supports Hardware […]

January 11, 2026 by Debashis Das - 1 Comment

AMD Embedded+ mini-ITX Board features Ryzen AI Embedded P132 CPU, Versal AI Edge Gen2 VE3558 SoC FPGA

SAPPHIRE EDGE+ VPR 7P132, a Mini ITX AMD Embedded+

At CES 2026, Sapphire Technology introduced the EDGE+VPR-7P132, an “AMD Embedded+” Mini-ITX motherboard built around AMD’s newly announced Ryzen AI Embedded P100 series of SoCs, namely the hexa-core Ryzen P132 (V4526iX) CPU, and an AMD Versal AI Edge Gen 2 VE3558 SoC FPGA, which features octa-core Arm Cortex-A78AE + ten Cortex-R52 real-time cores beyond FPGA fabric. It’s the first AMD Ryzen AI Embedded motherboard we’ve seen. It represents a massive update from last year’s Edge+ VPR-5050 motherboard, which relied on Zen 2-based Ryzen Embedded V2000 series and first-generation Versal silicon. The new VPR-7P132 skips multiple generations, jumping straight to Zen 5 CPU cores and RDNA 3.5 graphics, with an upgraded Versal Gen 2 adaptive Edge AI SoC for real-time inference, along with faster LPDDR5 (4266MHz) memory and 40 Gbps USB4 connectivity. SapphireTech EDGE+ VPR-7P132-MB specifications: AMD Embedded+ Architecture Adaptive SoC Subsystem Adaptive SoC – AMD Versal AI Edge Gen 2 […]

January 8, 2026January 9, 2026 by Jean-Luc Aufranc (CNXSoft) - 12 Comments

MUSE Book laptop review – Testing an octa-core RISC-V Linux laptop in 2026

SpacemiT sent me a sample of the MUSE Book RISC-V Linux laptop for review. It’s based on the SpacemiT K1/M1 octa-core 64-bit RISC-V SoC, ships with up to 16 GB of RAM, eMMC flash and/or NVMe SSD, and features a 14.1-inch IPS display with 1920×1080 resolution, WiFi 6 connectivity, a few USB ports, and more. I won’t go through all the hardware specifications since Leo already did that when he wrote about the MUSE Book Laptop in April 2024, along with a teardown, and additional details about the SpacemiT K1/M1 SoC. I’ll still do an unboxing and quickly check the hardware, but I’ll focus on the software part to show the progress with Bianbu OS 2.3 (Ubuntu 24.04-based) on RISC-V hardware, as I just did for the low-end StarFive JH7110S-based VisionFive 2 Lite SBC. It’s quite a long review, so if you are short on time, you can jump directly […]

January 6, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

NVIDIA Jetson T4000 Edge AI embedded system offers 5GbE networking, four PoE camera ports, DIO, CAN Bus, and more

AAEON BOXER-8742AI Fanless Edge AI System

AAEON BOXER-8742AI is a fanless Edge AI embedded system powered by an NVIDIA Jetson T4000 that was unveiled along with the Jetson Thor T5000 module last August, but officially launched at CES 2026. The Jetson T4000 is a weaker variant, but it’s still extremely powerful with up to 1200 TFLOPS of AI computing power against 2070 TFLOPS for the T5000. The BOXER-8742AI features a 5GbE port, four Gigabit Ethernet RJ45 PoE ports suitable for IP cameras, DIO, RS232, RS485, and CAN Bus interfaces, four USB 3.2 Gen 2 ports, HDMI video output, and more. It’s suitable for high-performance edge AI applications such as smart factory automation, AMR, and AI-assisted roadside unit solutions. AAEON BOXER-8742AI specifications: System-on-Module – NVIDIA Jetson T4000 CPU – 12-core 64-bit Arm Neoverse-V3AE GPU – 1536-core NVIDIA Blackwell GPU with 64 Tensor Cores, 6-TPC MIG VPU Video Decode – 4x 8Kp30 (H.265), 10x 4Kp60 (H.265), 22x 4Kp30 […]

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

Cincoze MD-3000 is a scalable DIN-Rail computer with up to 14th Gen 24-core Intel Core i9-14900 CPU

Cincoze MD-3000 scalable DIN RAIL computer

Cincoze MD-3000 is a high-performance, scalable DIN-Rail computer powered by a 12th, 13th, or 14th Gen Intel processor and designed to be expanded with up to six modules through the company’s “Scalable Expansion Deck” (SED) connected to the computer’s PCIe x16 slot. Based on an up to a 14th Gen 24-core Intel Core i9-14900 Raptor Lake-S Refresh CPU, the MD-3000 supports up to 96GB DDR5 SO-DIMM memory with optional ECC, up to two M.2 NVMe SSDs, and a 2.5-inch SATA bay, and is equipped with two 4K-capable DisplayPort connectors, five Gigabit Ethernet ports, four USB 3.2 ports, an RS232/RS485 DB9 connector and more. It mainly targets vision-driven smart manufacturing applications. Cincoze MD-3000 specifications: SoC (One or the other) 14th Generation Intel Raptor Lake-S Refresh Series – 35W Intel Processor 300T dual-core CPU @ 3.4 GHz, up to 65W Intel Core i9-14900 24-core CPU @ 5.8 GHz; 20 SKUs available 13th […]

December 31, 2025January 4, 2026 by Jean-Luc Aufranc (CNXSoft) - 12 Comments

VisionFive 2 Lite SBC Review – Ubuntu 24.04 on a low-cost RISC-V SBC in 2026

VisionFive 2 Lite RISC-V SBC Ubuntu Review 2026

StarFive has sent me a sample of the VisionFive 2 Lite RISC-V SBC for review. It’s a low-cost credit card-sized board based on the StarFive JH7110S quad-core RISC-V SBC and designed to get started with Linux RISC-V on the cheap. When I first tested the earlier VisionFive 2 SBC with a StarFive JH7110 RISC-V SoC in February 2023, I didn’t call it a review, but rather a hands-on experience, since, at the time, many features still didn’t work properly. Almost three years have passed since then, so reviewing the VisionFive 2 Lite SBC with Ubuntu 24.04 will allow us to see how much progress has been made on the software side. If you are in a rush, you can jump to the what works, what doesn’t section. VisionFive 2 Lite unboxing I received the board in a plastic box with a cover reading “VisionFive 2 Lite Your Gateway to RISC-V”. […]

December 28, 2025December 27, 2025 by Debashis Das - 10 Comments

Bit-Brick Cluster K1 – A 4-slot RISC-V cluster board for SpacemiT K1-based SSOM-K1 system-on-module

Bit-Brick Cluster K1 is a cluster board designed to mount up to four SSOM-K1 system-on-modules powered by a SpacemiT K1 octa-core RISC-V processor. The board targets developers, researchers, and system integrators working on edge computing, AI workloads, and high-performance embedded applications. The Cluster K1 relies on an onboard Gigabit Ethernet switch chip to interconnect four core boards, giving each board an independent network port for fast and stable inter-node communication with automatic IP assignment. Other key features include USB 3.0/2.0 ports, HDMI output (master slot only), a USB Type-C debug port, an M.2 M-Key slot for storage expansion, a 3-pin fan power header, and dedicated power, reset, and download buttons. The SSOM-K1 system-on-module features a K1 octa-core 64-bit RISC-V CPU with vector extension and AI acceleration up to 2 TOPS. It ships with up to 8GB dual-channel LPDDR4X memory, up to 64GB eMMC flash, and offers dual Gigabit Ethernet, HDMI 1.4 […]

December 22, 2025December 21, 2025 by Debashis Das - No Comments

Forlinx FCU3011 – An NVIDIA Jetson Orin Nano fanless industrial computer with 4x GbE, optional 4G/5G and Wi-Fi connectivity

Forlinx Embedded has recently released the FCU3011, a compact, fanless industrial AI edge computer built around the NVIDIA Jetson Orin Nano, designed for 24/7 operations in manufacturing, smart cities, robotics, and machine vision systems, where real-time processing is needed. The fanless system supports NVIDIA Jetson Orin Nano 4GB (34 TOPS) or 8GB (up to 67 TOPS) configurations, with 4GB/8GB LPDDR5 memory and a 128GB PCIe x4 NVMe SSD. Connectivity options include up to four Gigabit Ethernet ports, USB 3.0/2.0, HDMI 2.0 (4K), an SD card slot, optional 4G/5G and dual-band Wi-Fi via M.2 modules, along with industrial interfaces such as isolated RS-485, CAN, opto-isolated inputs, relay outputs, and an RTC. The system takes a wide 9–24V DC power input, features ESD-protected interfaces, and can be used for AGVs, visual inspection, smart factories, intelligent traffic analysis, medical devices, and small commercial robots. Forlinx FCU3011 specifications: SoM options NVIDIA Jetson Orin Nano […]