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AI Agents Beat PyTorch: Writing Faster CUDA Kernels

AI agents can now write CUDA kernels that outperform PyTorch—but proving those speedups are real is the harder problem. I put them to the test on an NVIDIA DGX Spark and found that benchmark design matters just as much as the code. The post AI Agents Beat PyTorch: Writing Faster CUDA Kernels appear…

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  1. 2026-10-08 14:00 · Towards Data Science
    AI Agents Beat PyTorch: Writing Faster CUDA Kernels

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