Computers
Huawei enters desktop PC market with the MateStation S
Expansion beyond the mobile space of smart devices
You’re not reading that wrong: Huawei has entered the world of desktop PCs. Everyone is pretty much aware of the company’s expansion into more platforms other than smartphones. From smart watches to the MateBook laptops, they’re simply just adding more products to the portfolio. This time around, it’s not a portable device they’re launching.
Meet the Huawei MateStation S, the company’s latest workstation system designed for students and young professionals. It comes with a variety of work-centric features mixed in with Huawei’s technologies to provide the ultimate work experience. Also, Huawei integrated smart features for full utility with their smart devices.
So, how exactly does this entire system look like when you bring it all together?
Stacks of boxes lined up
When the entire workstation arrived, I immediately pulled out all the Huawei boxes lying around my house. I decided to take one big family photo that will make some of you think I did a Huawei device haul or something. In many ways, this was what they were going for with the smart integration for the workstation — something we’ll get to later on.
As you can already tell, the packaging seems quite simple — three boxes for the monitor, desktop PC, and keyboard. Unboxing all of them was also straightforward, and needs some level of care in the process. In no particular order:
The Huawei Display
This one was in the largest box among the three boxes that arrived, and rightfully so because of the 23.8-inch display it comes with. Along with the main display, you also get the monitor stand, the power adapter and an HDMI cable. It’s pretty standard stuff for any typical monitor in the market.
What stood out to me, at least, was the sleek and simple design of the Huawei Display. Sure, it comes in a shiny, subtle black color; the gold Huawei brand name was a nice touch. It’s not a flashy color option, but it didn’t have to be. Upon booting it up and attaching it to a laptop, it’s actually pretty bright.
Although I’m curious about that little bit of flare at the right side of the display. When the screen is black, it’s something incredibly obvious to the eyes. Now, I’m not entirely sure if something happened in shipping, but once you boot the PC, it’s not that big of a bother.
The Huawei MateStation S PC itself
I decided to put the last two boxes here, which were dedicated to the PC and the keyboard. Admittedly, I thought that the MateStation S would be roughly as big as the box it came in. For something you need for working long hours, I thought it would be a wide tower placed inside. When I got it out of the box, I was pleasantly surprised at how compact the form factor was.
Now, it comes in a Space Gray type of finish, similar to its MateBook laptops with a Star Trail design etched in front. Personally, it’s a nice aesthetic choice but it’s not something you will continually notice every time you use the PC. I thought it was going to be another way for hot air to come out of the system.
In the longer yet thinner box, you have Huawei’s Ultra-Slim Keyboard in Space Gray, as well. What’s nice about it is that it comes with both a fingerprint sensor and a Huawei Share button on the keyboard. Supposedly, it provides a faster and easier log-in option with Windows Hello, plus easy file transfer from your phone.
Setting it up and making it work
Piecing everything together didn’t necessarily take that long, especially on a relatively small table. The fact that the MateStation S is relatively compact allows for more space for the display and other peripherals to fit nicely. Once everything was in its place, the system booted up relatively quickly.
The Huawei MateStation S comes with a 4th-generation AMD Ryzen 5 processor inside, along with 8GB of RAM. For average office work, this is a great list of hardware for most tasks and applications you throw at it. Along with a 256GB SSD inside, all of these applications will ideally load up quite fast.
From initial tests and usage, I fully agree with what they had in mind with all of these hardware inside. Working on Word documents and Excel spreadsheets was a breeze, even with some complicated data in there. Also, it comes with a dual-band WiFi card inside so you can place this system anywhere you want.
How far will the Huawei PC go?
For the most part, I’ve showered Huawei’s newest system with praises on its design and performance. Obviously, it’s much different from their laptops in terms of portability, but offers the same smart technologies in the process. Plus, it’s a form factor that brings more benefits than distractions while you’re working.
Of course, this is only scratching the surface of what the Huawei MateStation S can actually do. While it is fast, responsive, and handles most Office applications, let’s see how the system handles, well, everything else.
MINIX has launched the T4000 and T5000 Generative AI Mini Workstations.
These powerful and space-saving solutions are built for professional generative AI, local large language model (LLM) inference, content creation, on-premise enterprise deployment, and lightweight model training.
The desktops are powered by the NVIDIA Jetson AGX Thor series modules with flagship Blackwell architecture. As such, they deliver exceptional on-device AI horsepower in a small desktop form factor.
The build features durable metal and plastic chassis, plus twin turbo intercooler for sustained performance.
The new offerings are engineered for professionals, developers, creators, and IT teams, redefining edge and on-premise AI without bulky server hardware.
At the core of the T4000 and T5000 are NVIDIA’s cutting-edge compute platform:
- T4000: Up to 1200 Sparse FP4 TFLOPs AI performance
- T5000: Up to 2070 Sparse FP4 TFLOPs AI performance
- 1536-2560 Blackwell GPU with fifth-generation Tensor Cores
- Multi-Instance GPU (MIG) for parallel task efficiency
- NVIDIA PVA 3.0 dedicated vision processing engine
The workstations natively support smooth local inference for 7B-70B parameter LLMs. This makes private, low-latency AI accessible for businesses and creators.
In addition, the offerings feature high-core-count Arm processing and large, fast memories of up to 128GB DDR5 on 12-core or 14-core Arm Neoverse-V3AE 64-bit CPU.
Designed for professional workflows, the mini workstations also include enterprise-grade networking and flexible expansion:
- Dual 10GbE ethernet
- Wi-Fi 6E
- Bluetooth 5.3
- 2x HDMI 2.1 TMDS (4K@60Hz)
- 4x USB 3.2 Gen 1 Type-A
- 1x USB 3.2 Gen 2 Type-C
- 24V DC input, up to 200W max power
Ideal use cases for the MINIX T4000 and T5000 include local LLM inference, generative AI creation, on-device AI computing, and lightweight model training.
Computers
Lenovo accelerates production-ready enterprise AI with NVIDIA
From AI inferencing to gigawatt-scale AI factories
Lenovo has unveiled new Lenovo Hybrid AI Advantage with NVIDIA solutions designed to accelerate AI adoption, reduce time-to-first-token (TTFT), and deliver measurable business results across personal, enterprise, and cloud environments.
Building on the inferencing acceleration introduced at Lenovo Tech World, this next phase of Hybrid AI execution expands the solutions with device to data center to gigawatt-scale AI cloud deployments.
This enables real-time decision-making, operational efficiency, and intelligent automation across industries at global scale. The solutions boost productivity, agility, and innovation by enabling faster AI deployment.
The development comes as AI is seen moving from training models powering real-time decisions. Lenovo is prepared to address the demand for validated hybrid AI platforms built for production-scale inferencing, as organizations will need infrastructure to support such.
In fact, Lenovo’s Hybrid AI Advantage with NVIDIA are now delivering ROI in less than six months. The new inferencing-optimized ThinkSystem and ThinkEdge servers are being utilized for real-time inferencing across retail, manufacturing, healthcare, sports, and smart city scenarios.
The expanded portfolio includes:
- two Lenovo Hybrid AI platforms, featuring NVIDIA RTX PRO 6000 Blackwell Server Edition and Blackwell Ultra
- Hybrid AI inferencing starter platform with RTX PRO 4500 Blackwell Server Edition
- Lenovo ThinkAgile HX650a with Nutanix Enterprise AI and Nutanix Kubernetes Platform
- Lenovo Hybrid AI platforms with Cloudian
Bringing inferencing directly to professionals
Lenovo and NVIDIA are bringing AI from development environments to real-world production at a global scale. This is thanks to new Lenovo AI inferencing platforms with NVIDIA Dynamo and NVIDIA NIM.
Meanwhile, Lenovo AI Cloud gigafactory platforms are powered by NVIDIA Vera Rubin NVL72. Industry-specific agentic AI solutions are also built with NVIDIA Blueprints and software.
For consumers, there’s next-generation NVIDIA RTX Pro Blackwell-powered mobile and desktop workstations. These will be rolled out across the ThinkPad P14s Gen 7, ThinkPad P16s Gen 5, and ThinkPad P1 Gen 1 lineups.
ThinkStation P5 Gen 2 desktops, meanwhile, will get up to two RTX PRO 6000 Blackwell Max-Q GPUs. They will also have support for NVIDIA OpenShell.
For gigawatt-scale scenarios, the next-gen Vera Rubin platform accelerates deployment for hyperscale and sovereign AI cloud providers.
These fully liquid-cooled, rack-scale AI systems are engineered for faster deployment and dramatically improved token economics. They can achieve up to 10x higher throughput and up to 10x lower cost per token.
Computers
CIPTA debuts AI GPU server, edge workstation at CloudFest 2026
Malaysia-made AI infrastructure
CIPTA Industrial Sdn Bhd steps onto the global stage with its European debut at CloudFest 2026. They introduced high-density AI infrastructure and edge-ready systems built for modern enterprise workloads.
Held at Europa-Park in Rust, Germany from March 23 to 26, the event marks the company’s first major international showcase under its own brand. Backed by InWin Development Inc., CIPTA positions itself as a new-generation EMS provider focused on AI, cloud, and enterprise systems.
At Booth R41, the company is highlighting two key platforms: the RG658 PRO GPU server developed with Phison, and the cubePRO edge workstation created in collaboration with Accordance.
Built for scalable AI workloads
Leading the showcase is the RG658 PRO, a high-density GPU server designed to handle large-scale AI training and inference without pushing costs out of reach for enterprises.
The system supports up to eight high-performance GPUs and integrates Phison’s Pascari aiDAPTIV alongside its PASCARI enterprise SSD lineup. This combination aims to improve data throughput, reduce latency, and streamline AI pipelines.
Thermal performance is a key focus. The RG658 PRO uses a dual-chamber design to separate heat zones, paired with up to 14 high-speed PWM fans for sustained cooling under heavy workloads. Power delivery is handled by a 3+1 redundant configuration of 80PLUS Titanium PSUs, scaling up to 9600W.
The result is a platform built to scale AI deployments on-site while maintaining efficiency and reliability.
Edge computing without downtime
Alongside its GPU server, CIPTA is introducing the cubePRO, a compact edge workstation designed for environments where uptime and data integrity are critical.
The system supports up to four PCIe slots for GPU configurations, making it suitable for AI workloads at the edge. It also features high-capacity multi-SSD setups and optimized airflow for continuous 24/7 operation.
Through its partnership with Accordance, the cubePRO integrates the Disk Array ARAID M500 solution, enabling high-availability storage and data protection. This ensures uninterrupted performance for use cases such as industrial systems, remote nodes, and enterprise branch deployments.
The focus here is clear: bring AI processing closer to where data is generated, without sacrificing reliability.
Strengthening Malaysia’s role in AI infrastructure
CIPTA’s debut also reflects a broader shift in global supply chains. Operating from Malaysia, the company offers end-to-end services—from concept to production—along with flexible manufacturing cycles and cost-efficient operations tailored for Southeast Asia and international markets.
With access to InWin’s server chassis ecosystem and infrastructure solutions, CIPTA combines global platform capabilities with localized integration. The goal is to help enterprises deploy AI and cloud infrastructure faster while diversifying their supply chain footprint.
As demand for AI systems continues to grow, CIPTA is positioning Malaysia as a key hub for scalable, production-ready infrastructure.
Visitors can find CIPTA at Booth R41 during CloudFest 2026 in Europa-Park, Rust, Germany.
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