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May 14, 2026May 14, 2026 by Debashis Das - 1 Comment

DEEPX DX-AIPlayer N97 mini PC combines Intel N97 SoC and 25 TOPS DX-M1 AI accelerator

DEEPX has just launched the DX-AIPlayer, an ultra-compact edge AI mini PC with an Intel Processor “Alder Lake-N” N97 SoC and the company’s DX-M1 M.2 AI accelerator module. The system is designed for real-time vision AI applications in robotics, smart cities, and factory automation. We’ve seen plenty of Alder Lake-N mini PCs like the Jetway B420UADN1, the Avalue EPC-ASL, the AAEON UP 710S, and various others, but the DX-AIPlayer N97 is different as it integrates the DX-M1 module via an M.2 2280 M-Key (PCIe Gen 3 x4) slot. The NPU delivers up to 25 TOPS of INT8 AI performance while consuming only 1 to 5 Watts of power, and features 4GB of dedicated LPDDR5 memory to handle larger workloads and multi-model execution without bottlenecking the host system’s RAM. DEEPX DX-AIPlayer N97 specifications: SoC – Intel Processor N97 quad-core processor up to 3.6 GHz with 6MB cache, 24 EU Intel UHD graphics […]

May 12, 2026May 12, 2026 by Debashis Das - 5 Comments

Firefly AIBOX-K3 – An Edge AI mini PC powered by SpacemiT K3 RISC-V SoC

AIBOX K3 High Performance RISC V Edge Box

Back in July last year, SpacemiT unveiled the SpacemiT K3 SoC. After that, we saw some system information and early benchmarks come out around January this year. The company has just officially launched the K3 Pico-ITX SBC, which is now available through various distributors. Firefly has launched its own K3 hardware with the AIBOX-K3, a complete industrial-grade RISC-V edge computing box. The AIBOX-K3 Edge AI mini PC is built around the SpacemIT Key Stone K3 octa-core processor and features an integrated AI engine that delivers up to 60 TOPS of compute performance, making it suitable for local LLM inference and edge AI applications. Firefly AIBOX-K3 specifications: SoC – SpacemiT K3 CPU 8x 64-bit RISC-V X100 “big” cores clocked up to 2.4 GHz, RVA23 compliance; 130 KDMIPS performance (similar to RK3588) 8x RISC-V A100 AI Cores with support for up to 1024-bit RVV1.0 parallel computing, optimized for matrix operations. GPU – Imagination […]

May 11, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

Mind xPlay display and keyboard review using Khadas Mind and Mind 2 mini PCs

Khadas xPlay connected to Crowview USB C display

In this review, I’ll report my experience with the Khadas Mind xPlay display and keyboard using the Mind and Mind 2 mini PCs, as well as a CHUWI CoreBook Air Plus 16 laptop to test it as a standard external display. Using Mind xPlay with the Mind 2 mini PC I received the Mind xPlay with the Mind 2 Meteor Lake mini PC, and I already showed how to connect it and get started in the first part of the review. So I’ll continue the review with it initially. I used the EIZO monitor test website to evaluate the display panel itself. I went through all 13 tests, including dead pixel and gradients tests. The pattern above looks fine too, so I compare the Mind xPlay monitor to the 16-inch display of the ASUS Vivobook 16 to find differences. Both were set to maximum brightness. The xPlay delivers noticeably more […]

May 10, 2026 by Jean-Luc Aufranc (CNXSoft) - 11 Comments

My experience upgrading the BIOS of a Windows 11 mini PC (with BitLocker) in 2026

I don’t always update the BIOS of my system, but when I do, I always make sure to waste several hours doing so. Last time I did that was in 2020, but this happened again when I updated the BIOS for the Khadas Mind 2 to test it with the Mind xPlay display and Mind Graphics 2 dock. Khadas provides the BIOS with instructions to update the Mind 2 mini PC, and it’s supposed to take five minutes, but I ended up wasting two about hours… The first step is to download and extract a zip file (mind-2-bios-v1.07-260122.zip), then start the Flash_BIOS upgrade program, and finally wait for the upgrade to complete. That part went great. No problem, but when the system rebooted, I was greeted by a BitLocker window asking me to enter a recovery key to carry on with the boot process. There’s no way to avoid this, […]

May 8, 2026May 7, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Arbor ARES-2100 Wildcat Lake fanless box PC targets industrial automation, machine vision, and Edge AI applications

Arbor ARES-2100 fanless box PC is another industrial platform based on the new Intel Core Series 3 “Wildcat Lake” processor family, which specifically targets industrial automation, machine vision, and lightweight Edge AI applications. The fanless computer supports up to 64GB DDR5 SO-DIMM memory, UFS 3.1 and/or M.2 NVMe/SATA storage, and offers up to three video outputs, up to three 2.5GbE ports, optional WiFi, Bluetooth, and 4G LTE via M.2 expansion slots, an RS232/RS485 RJ45 connector, and two optional CAN Bus interfaces through a terminal block. As an industrial machine, it’s designed to operate in the -20 to +60°C temperature range, takes 9 to 36V DC input, and received MIL-STD-810H certification for shock and vibration. Arbor ARES-2100 specifications: SoC – Intel Core Series 3 Wildcat Lake processors with five or six cores, Intel Xe3 Graphics, and up to 40 TOPS of combined AI performance. TDP: 15W System Memory – Up to […]

May 7, 2026May 7, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Khadas Mind Graphics 2 and Mind xPlay display + keyboard review – Part 1: Unboxing, teardown, and first try

Khadas has sent us the Mind Graphics 2 dock, Mind xPlay portable display and keyboard, as well as the Mind 2 mini PC for review. In the first part of the review, I’ll start by listing specifications, an unboxing of all three packages, a teardown of the graphics dock, and a first try of the xPlay and Mind Graphics 2 with the mini PC. While the Mind 2 will be used for testing, I won’t go into details here since it’s quite similar to the Mind 2 AI Maker Kit we reviewed last year. Instead, in the next parts, I’ll do a review of the xPlay with it, the first-generation Mind, and maybe another platform with USB-C video output. I’ll follow that by detailed testing of the Khadas Mind 2, including graphics and AI performance with the built-in NVIDIA GeForce RTX 5060 Ti 16GB card, and check all its features. […]

April 23, 2026 by Jean-Luc Aufranc (CNXSoft) - No Comments

AAEON BOXER-6407-TWL – A slim Twin Lake embedded PC for semiconductor manufacturing and digital signage

AAEON BOXER-6407-TWL is a slim (30mm thin) embedded PC powered by Intel Processor N150 or N250 Twin Lake processor, paired with up to 32GB DDR5 SO-DIMM memory and NVMe SSD storage. The fanless mini PC also features HDMI and VGA video outputs, four USB ports, dual GbE networking, two DB-9 ports for RS-232/422/485, and three M.2 slots for storage (NVMe SSD), WiFi and Bluetooth, and 4G LTE/5G cellular connectivity. Its slim design, ports, and ability to operate in the -20°C ~ 60°C temperature range make it suitable for space-constrained applications such as semiconductor manufacturing equipment and digital signage installations. AAEON BOXER-6407-TWL specifications: Twin Lake SoC (one or the other) Intel Processor N150 quad-core processor @ up to 3.6 GHz (Turbo) with 6MB cache, 24EU Intel UHD graphics @ 1.0 GHz; TDP: 6W Intel Processor N250 quad-core processor @ up to 3.8 GHz (Turbo) with 6MB cache, 32EU Intel UHD graphics @ […]

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

AAEON Intelli TWL01 Edge fanless mini PC features up to Core 3 N355 Twin Lake CPU for kiosks and digital signage applications

AAEON Intelli TWL01 Edge is an industrial mini PC with dual 4K display support powered by an Alder Lake-N/Twin Lake processor up to the Intel Core 3 N355 CPU and designed for kiosks, video conferencing suites, video walls, and interactive billboards. The fanless computer ships with up to 16GB of RAM and 64GB of eMMC flash, offers M.2 sockets for NVMe storage and WiFi/Bluetooth connectivity, and features two Gigabit Ethernet ports, four USB 3.2 ports, an RS-232/422/485 COM port, and more. The company also provides DIN rail, wall, and VESA mounting options for the mini PC. AAEON Intelli TWL01 Edge specifications: Alder Lake-N/Twin Lake SoC (one or the other) Intel Processor N97 quad-core processor @ up to 3.6 GHz (Turbo) with 6 MB cache, 24EU Intel UHD Graphics @ 1.2 GHz; TDP: 12W Intel Processor N150 quad-core processor @ up to 3.6 GHz (Turbo) with 6MB cache, 24EU Intel UHD […]