artificial intelligence (AI) News - CNX Software

January 16, 2026 by Jean-Luc Aufranc (CNXSoft) - 5 Comments

NanoPC-T6 Plus Rockchip RK3588 SBC switches from LPDDR4x to LPDDR5 (up to 32GB)

It’s been a while since FriendlyELEC has released a board, and the NanoPC-T6 Plus SBC is more of a variant of the NanoPC-T6 and NanoPC-T6 LTS rather than a really new board. It’s still based on a Rockchip RK3588 octa-core SoC, and equipped with two HDMI 2.1 ports, an HDMI input port, MIPI DSI/CSI interfaces, two 2.5GbE ports, and M.2 sockets for NVMe SSD and wireless, among other features. The main change appears to be that the new model is now offered with up to 32GB LPDDR5 rather than up to 16GB LPDDR4x in the previous models. It’s closer to the NanoPC-T6 LTS, although it now supports two analog microphones instead of just one, and restores the M.2 Key-B socket for optional 4G LTE connectivity found in the original NanoPC-T6. The 10-pin UART + 2x USB 2.0 header found in the LTS variant gives way to a 3-pin UART debug […]

January 15, 2026 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

Raspberry Pi AI HAT+ 2 targets generative AI (LLM/VLM) with Hailo-10H accelerator

The Raspberry Pi AI HAT+ 2 is an add-on board based on the 40 TOPS Hailo-10H AI accelerator with 8GB of dedicated on-board RAM that brings generative AI capability to Raspberry Pi 5. While it delivers similar computer vision performance as the first-generation Hailo-8-based Raspberry Pi AI HAT+, the AI HAT+ 2 also adds support for large language models (LLMs) and vision-language models (VLMs) running locally without the need for Internet access. Target applications include offline process control, secure data analysis, facilities management, and robotics. Raspberry Pi AI HAT+ 2 specifications: AI accelerator – Hailo Hailo-10H AI accelerator delivering 40 TOPS (INT4) inferencing performance Performance for computer vision models comparable to the Raspberry Pi AI HAT+ (26 TOPS) 8GB on-board RAM Host interface PCIe Gen3 x1 FPC connector to Raspberry Pi 5 40-pin GPIO header (no signal used by the Hailo-10H, it only extends the GPIO header on the Pi) […]

January 15, 2026 by Kumpee Teeravech - 1 Comment

reComputer Industrial R2135-12 review – A Raspberry Pi CM5-powered fanless Edge AI PC with Hailo-8 AI accelerator

Hello, today I am going to review the reComputer AI Industrial R2135-12 from Seeed Studio. This is an industrial edge computer built around the Raspberry Pi Compute Module 5 platform. The model is configured with 8 GB LPDDR4 memory and 32 GB eMMC storage. It provides a rich set of I/O options, including dual Gigabit Ethernet, USB 3.0/USB 2.0, HDMI output, and industrial interfaces such as RS-485/RS-232, CAN, and GPIO, along with Wi-Fi and Bluetooth support and a wide DC power input range suitable for industrial environments. In addition to standard checking and benchmarking the device, I will also include a hands-on demo application in which the system runs an AI model for real-time people detection from a USB camera, then sends detection results to an external ESP32 microcontroller to drive LED matrices for visually highlighting the locations of detected people. I made the following YouTube video to quickly demonstrate […]

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 9, 2026 by Jean-Luc Aufranc (CNXSoft) - 19 Comments

6-core Intel Wildcat Lake Core Series 3 CPUs to succeed Alder Lake-N and Twin Lake families

When I wrote the Year 2025 in review post, I expected an announcement for the Wildcat Lake CPUs at CES 2026, but instead, Intel initially introduced the high-end Core Ultra Series 3 “Panther Lake” family. I assumed the Wildcat Lake announcement was postponed, but some users’ reports on X indicate the company did demonstrate the new Core Series 3 (no “Ultra” there) “Wildcat Lake” processors as lower-end Core Series 3 “Panther Lake” SKUs. Intel has yet to disclose part names, and there’s nothing about the Wildcat Lake on Intel Ark at the time of writing. However, some information was shared through slides and X users. Intel Core Series 3 “Wildcat Lake” key features and specifications: CPU – Hexa-core processor with 2x Cougar Cover P-cores (Performance cores), 4x Darkmont LPE-cores (Low-Power Efficient cores) GPU – 2x Xe-core Intel Xe3 graphics (no ray tracing, not designed for gaming) AI accelerator – Intel […]

January 8, 2026January 8, 2026 by Debashis Das - No Comments

Reolink Floodlight 4K Smart PoE and WiFi 6 security cameras add on-device LLM for natural language video search

Reolink has introduced the Elite Floodlight WiFi and Elite Pro Floodlight PoE, two new 4K security cameras with high-resolution video, integrated floodlights, PoE support (on the Pro model), and an on-device Large Language Model (LLM), which enables natural-language video search instead of basic object detection. We have reviewed various Reolink cameras over the years, such as the Argus PT Ultra, Reolink TrackMix PoE, and the RLC-810A, which features “Smart Detection” to the edge, allowing the camera to distinguish between people, vehicles, and pets without sending data to the cloud. However, they are limited to those fixed categories, and if you wanted to find something specific, like a “red shirt” or a “delivery truck,” you still had to scroll through the timeline manually, or rely on a networked video recorder (NVR). Reolink is now trying to solve that by integrating a Large Language Model (LLM) directly into their new Elite Floodlight […]

January 8, 2026January 9, 2026 by Debashis Das - No Comments

Intel Core Ultra Series 3 Panther Lake-H CPU powers TGS-2000 series stackable Edge AI computers

Vecow TGS 2000 Series Panther Lake Edge AI computers

At CES 2026, Intel unveiled the Core Ultra Series 3 processors, codenamed Panther Lake-H, built on the Intel 18A (1.8-nanometer class) process, and targeting both consumer and industrial applications. Vecow introduced one of the first industrial Panther Lake-H platforms with the TGS-2000 series, a new family of ultra-compact, stackable Edge AI computers designed for high-performance space-constrained applications and based on either the 16-core Intel Core Ultra 9 386H or 12-core Intel Core Ultra 5 336H SoC. This new 2000 series is an upgrade of the previous TGS-1000 series, which was launched in 2024 with Intel Meteor Lake processors. While the overall design stays mostly the same, the transition to Core Ultra Series 3 enhances AI performance, reaching up to 100 TOPS combined performance with the selected SKUs (note: the top-end Panther Lake-H CPU can deliver up to 180 TOPS). The TGS-2000 Series is available in three variants, including the fanless […]

January 7, 2026 by Jean-Luc Aufranc (CNXSoft) - 3 Comments

AMD launches Ryzen AI Embedded P100 and X100 processors with up to 50 TOPS of AI performance

AMD has introduced the Ryzen AI Embedded P100 and X100 x86 processors designed to power AI-driven applications at the edge, such as automotive digital cockpits, smart healthcare equipment, and humanoid robotics. AMD had previously launched several Ryzen Embedded families, starting with the Ryzen Embedded V1000 in 2018, and more recently, the Ryzen Embedded 8000 family with a 16 TOPS NPU, yet without “AI” in the name. The new AMD Ryzen AI Embedded family is based on high-performance “Zen 5” core architecture, an RDNA 3.5 GPU for real-time visualization and graphics, and an XDNA 2 NPU for low-latency, low-power AI acceleration. The P100 Series processors target in-vehicle infotainment and industrial automation, while the X100 Series processors feature higher CPU core counts and AI TOPS performance for more demanding physical AI and autonomous systems. Six models are currently available in the Ryzen AI Embedded P100 family: AMD Ryzen AI P121, P123, P121i, […]