Destination
AI-generated CUDA kernels outperform PyTorch in several GPU-heavy machine learning benchmarks

A team at Stanford has shown that large language models can automatically generate highly efficient GPU kernels, sometimes outperforming the standard functions found in the popular machine learning framework PyTorch.<br /> The article AI-generated CUDA kernels outperform PyTorch in several GPU-heavy machine learning benchmarks appeared first on THE DECODER. [...]

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How Google’s TPUs are reshaping the economics of large-scale AI

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Microsoft debuts Surface RTX Spark Dev Box to run large AI models without cloud costs

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Valve's Steam Machine launches in 2026: Everything we know so far

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How to buy a GPU in 2025

One of the trickiest parts of any new computer build or upgrade is finding the right video card. In a gaming PC, the GPU is easily the most important component, and you can hamstring your experience b [...]

Match Score: 89.19

Destination
Everything we know about Valve's new Steam Machine

The Steam Machine is back from the dead. Not as a Valve-supported program for manufacturers to create living room PCs, but instead a home console sibling to the Steam Deck. Valve introduced its second [...]

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FOMO is why enterprises pay for GPUs they don't use — and why prices keep climbing

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Attention ISN'T all you need?! New Qwen3 variant Brumby-14B-Base leverages Power Retention technique

When the transformer architecture was introduced in 2017 in the now seminal Google paper "Attention Is All You Need," it became an instant cornerstone of modern artificial intelligence. Ever [...]

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NVIDIA GeForce RTX 5090 review: Pure AI excess for $2,000

A $2,000 video card for consumers shouldn't exist. The GeForce RTX 5090, like the $1,599 RTX 4090 before it, is more a flex by NVIDIA than anything truly meaningful for most gamers. NVIDIA CEO Je [...]

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venturebeat
TTT-Discover optimizes GPU kernels 2x faster than human experts — by training during inference

Researchers from Stanford, Nvidia, and Together AI have developed a new technique that can discover new solutions to very complex problems. For example, they managed to optimize a critical GPU kernel [...]

Match Score: 66.45