GPU Computing
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Hardware & Semiconductors
NVIDIA Topograph Maps GPU Topology for Smarter Cluster Scheduling
Topology is now part of the scheduling problem. NVIDIA Topograph is an open source toolkit that discovers cluster hardware and…
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Hardware & Semiconductors
Apple’s M5 Ultra Mac Studio Packs Extreme Power Into Tiny Desktop
The M5 Ultra Mac Studio is a small desktop computer with performance that reaches far beyond its size. The review…
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Cloud Computing
AWS Targets Faster LLM Inference with GPU-Aware Routing
Amazon Web Services announced Amazon SageMaker HyperPod Inference Gateway on September 18, 2026, bringing GPU-aware routing to large language model…
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Hardware & Semiconductors
SK Hynix’s US Memory Expansion Enters a New Phase
SK Hynix is exploring new ways to expand memory-chip manufacturing in the United States, but the company says no deal…
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Cybersecurity
Why Confidential AI Is Moving Beyond the CPU
AI security is moving beyond the processor at the center of a server. Confidential computing, once tied mainly to CPUs,…
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Large Language Models
Why MoE Models Can Outrun Dense Models Without More Parameters
Parameter count no longer tells the whole performance story. Dense and Mixture-of-Experts models can carry similar total weights yet perform…
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Hardware & Semiconductors
The Power Blueprint Behind AI Inference at Massive Scale
AI inference is entering a power-management race, and NVIDIA Vera Rubin NVL72 is built to push that race forward. Its…
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Machine Learning & Research
Inside the GPU Machine Learning Push From cuML to Fast Inference
GPU-based machine learning is taking shape across two connected areas: building models and running them. A tutorial published on September…
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Consumer Technology
GameCube or PS2? The Hardware and Emulation Battle Explained
The PlayStation 2 and GameCube arrived close enough together to invite comparison, but they took different paths. Sony released the…
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Hardware & Semiconductors
NVIDIA Turns Supply Chain Allocation Into a GPU Problem
Supply chains have become NVIDIA’s next computing problem. On September 11, 2026, the company disclosed that it is using Palantir…
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