Computers

Early build of next-gen Windows leaked to the public

Might end up as Windows 11

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next-gen Windows

It seems like that the next generation of Windows can’t come soon enough. Just recently, an early build of the OS leaked to the public, containing many UI and under-the-hood changes that have been speculated for months.

A lot of publications covering this next-gen Windows have already published their hands-on with the leaked build. The most apparent changes to the next-gen Windows are the ones people will see every day. The taskbar, for a start, is now centered by default, although it can be set to align left in the settings. It also includes new icons for the Start button, search button, and Task View.

The Start menu is radically different too, and it is the same one found on the cancelled Windows 10X. There’s a new button that sits on the taskbar by the way. This toggles the widget panel which is also new for the next-gen Windows. Meanwhile, the Task View gets a revamp. Along with this revamp comes a new window snapping experience — users can now snap according to different configurations.

Overall, the leaked build feature a lot of rounded corners. Microsoft is really gunning for a modern look with their next-gen Windows. Also, gone are the days of straight corners in context menus and buttons. It is worth noting that since this is an early build, some UI elements are still inconsistent with the overall design refresh. The bundled apps, for example, seem to be unchanged though the File Explorer has newer file icons.

There’s a lot more changes coming to the next-gen Windows, though. The out-of-the-box setup experience, for example, is new. And apparently, there’s a new start-up sound to boot too.

Windows 11 is here

One of the biggest things to come out of the build, however, is a direct confirmation that the next-gen Windows will simply be called Windows 11. The teasers for the next-gen Windows posted by Microsoft first hinted about this. Now, the builds directly confirm that indeed, Windows 11 is that next-gen Windows.

To make matters more interesting, Microsoft seemed to acknowledge the leaked build, teasing that there’s more to come:

There’s definitely more to come with the next-gen Windows, and it is definitely interesting what it will look like when Microsoft announces it on June 24. That said, ordinary users shouldn’t wait too long to see the evolution of the beloved OS that has been around for more than a decade.

Source: The Verge, Windows Central

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Computers

MINIX launches T4000, T5000 Generative AI Mini WorkStations

For businesses and creators

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April 27, 2026

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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.

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Computers

Lenovo accelerates production-ready enterprise AI with NVIDIA

From AI inferencing to gigawatt-scale AI factories

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March 24, 2026

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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.

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Computers

CIPTA debuts AI GPU server, edge workstation at CloudFest 2026

Malaysia-made AI infrastructure

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March 21, 2026

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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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