ai acceleration

PCMag UK’s latest mini‑PC roundup makes one thing clear: the mini desktop category has evolved from novelty to a practical, sometimes powerful alternative to a full tower—and for Windows buyers the Geekom A9 Max stands out as the top pick for 2026 thanks to a rare blend of CPU power, AI...

The ASUS NUC 15 Preo squeezes modern desktop power and on-device AI muscle into a remarkably small chassis, pairing an Intel Core Ultra 7 255H processor with high-speed DDR5 memory, PCIe Gen4 storage, Wi‑Fi 7, Thunderbolt 4 and support for multiple 4K displays—positioning itself as a serious...

Microsoft’s newest Surface lineup, equipped with Qualcomm’s Snapdragon® X Series silicon and marketed as Copilot+ PCs, brings a distinct shift in how mainstream Windows laptops and 2‑in‑1s handle AI, battery life and everyday productivity — and the year‑end retail push in Malaysia makes the case...

IFA 2025 delivered a clear message: Copilot+ PCs and Windows 11 are moving from concept to volume devices, and OEMs used Berlin’s stage to show how new silicon, on‑device AI acceleration, and platform-level security are reshaping what a modern laptop and desktop can do. Overview The biggest...

The Surface Laptop Studio 2 is Microsoft’s most aggressively positioned laptop in years: a heavy-duty, convertible Windows workstation built around 13th‑Gen Intel H‑series silicon, up to NVIDIA RTX 40‑series graphics and a dedicated Intel Movidius NPU — and Microsoft even used an on‑stage...

Microsoft Research’s Cambridge lab has revealed the second-generation Analog Optical Computer (AOC), a hybrid photonic–analog prototype that uses light, commodity optics and analog electronics to accelerate both AI inference and combinatorial optimization — promising orders-of-magnitude gains in...

Microsoft has set a hard deadline: Windows 10 reaches end-of-support on October 14, 2025 — and that looming cut-off is now the single clearest reason for many users to seriously consider new hardware, not just a software update. The message in recent sponsored coverage for the Dell 16 Plus is...

Microsoft has quietly released KB5066122, an Image Processing AI component update that advances the on-device imaging stack to version 1.2508.906.0 for Intel‑powered Copilot+ systems running Windows 11, version 24H2 — a targeted, vendor‑specific push intended to improve image scaling...

Amazon’s cloud engine is still humming, but the tempo has slowed: the company’s Amazon Web Services (AWS) unit reported mid‑teens growth in its most recent quarter while rivals logged dramatically higher expansion, a gap that spooked investors, sharpened questions about AWS’s AI strategy, and...

ZDNET’s hands‑on with the GEEKOM IT15 Mini PC shows a clear, practical win for power users willing to swap Windows 11 for Linux: the tiny system punches well above its weight for everyday workflows, but its AI and graphics claims need careful interpretation before you buy. Background The GEEKOM...

Quietly humming on a workstation, an inconspicuous desktop tower now boasts the capacity to rival server rooms for artificial intelligence workloads—a development that reshapes expectations for on-premises computing. ASUS’s newly unveiled ExpertCenter Pro ET900N E3, equipped with the NVIDIA...

Microsoft has recently released the KB5064645 update, enhancing the Image Processing AI component to version 1.2507.793.0 for Intel-powered systems. This update is part of Microsoft's ongoing efforts to integrate advanced artificial intelligence capabilities directly into the Windows operating...

The accelerating evolution of Copilot+ PCs symbolizes Microsoft’s unrelenting vision to place artificial intelligence at the very heart of the personal computing experience. As Windows 11 continues to push boundaries, bringing AI-driven features like image description and seamless integration...

Intel is reportedly preparing an "Arrow Lake Refresh" for the second half of 2025, aiming to address the shortcomings of the initial Arrow Lake processors released in late 2024. This refresh is expected to feature higher clock speeds and an upgraded Neural Processing Unit (NPU), potentially...

Kyndryl, a global leader in enterprise technology services, has announced the launch of the Kyndryl Microsoft Acceleration Hub, a collaborative initiative with Microsoft aimed at advancing artificial intelligence (AI) adoption and accelerating digital transformation for enterprise customers. The...

The landscape for desktop computing may be on the brink of a significant transformation as Intel gears up for the release of its Arrow Lake Refresh processors, tipped for the latter half of 2025. What sets these chips apart from their predecessors is not just a modest bump in clock speeds, but a...

Microsoft's push to bring advanced AI-powered Copilot Plus features to a broader spectrum of Windows devices has, until now, been the preserve of a specific range of modern laptops dubbed “Copilot Plus PCs.” However, a major shift is on the horizon: Intel’s ongoing evolution of its desktop...

OpenAI’s growing hunger for computational power is unmistakable. With ChatGPT now serving over 100 million active daily users, maintaining consistent service at scale has become a challenge that ripples far beyond just software. OpenAI’s move to lease Google’s cloud-based tensor processing units...

OpenAI has recently initiated the use of Google's Tensor Processing Units (TPUs) through Google Cloud to power its AI services, including ChatGPT. This strategic move marks a significant departure from OpenAI's previous exclusive reliance on Nvidia's Graphics Processing Units (GPUs) and...

The artificial intelligence (AI) industry is witnessing a pivotal shift as Microsoft grapples with significant delays in its custom AI chip development, codenamed "Braga." Originally slated for mass production in 2025, the chip's launch has been postponed to 2026 due to unforeseen design...