CUDA 13.4 Opens the Windows Arm Development Path for RTX Spark
CUDA Toolkit 13.4, available as version 13.4.1, adds Windows on Arm support for NVIDIA RTX Spark systems and introduces developer-preview support for Rubin GPUs.…
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AI Hardware
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Qualcomm Redesigns Hexagon NPU: Sparse 30B Parameter AI Models and 32K Context Windows at the Edge
Qualcomm’s next-generation mobile architecture points toward more capable on-device AI. More efficient inference and better memory management could help phones run larger models locally,…
Local AI Hardware in 2026: How to Choose the Right GPU and Memory Capacity
The smartest local AI purchase starts with the model you want to run. A powerful gaming GPU can still be a poor fit if…
MSI Unveils 4-Liter PRO MAX EDGE AI+ Desktop with 96GB Allocatable VRAM for Local LLM Workloads
Micro-Star International (MSI) has launched the PRO MAX EDGE AI+, a compact 4-liter desktop designed for local artificial intelligence workloads. Its defining feature is…
AMD Brings Zen 6 and 2nm to Azure First as AM5 Extends Through 2029
AMD and Microsoft have expanded their long-running cloud infrastructure partnership, confirming that Microsoft Azure will deploy AMD’s next-generation Helios rack-scale AI systems built around…
Apple’s 1.5TB M7 Ultra Rumor Points to a New Class of Local AI Workstation
Apple’s most ambitious future chip may not be defined by CPU cores or graphics performance alone. A new report claims the company is developing…
HP OmniBook 5 16-af1017wm Review: A Real-World Look at HP’s Big-Screen AI Laptop
The HP OmniBook 5 Laptop AI 16-af1017wm is one of those machines that looks simple at first glance, but the details matter. On the…
The Future of Chips Is Vertical: Why 3D Architecture May Matter More Than Smaller Nanometers
Until recently the easiest way to explain faster chips was simple: make the transistors smaller. That story is not over, but it is no…
Why CPU Demand Is Surging as AI Agents Reshape Data Center Workloads
AI infrastructure has spent the last two years talking almost entirely about GPUs. But as AI agents move from demos into production workflows, the…
Microsoft’s Surface Laptop Ultra Turns NVIDIA RTX Spark Into the First Real Windows-on-Arm AI Workstation
Microsoft’s new Surface Laptop Ultra is not just another premium laptop refresh. It represents the most serious attempt yet to turn Windows on Arm,…