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AI Agents Now Write CUDA Kernels That Humans Struggle to Explain

CUDA engineers once handcrafted every GPU kernel for peak Nvidia performance. Now AI agents generate and optimize code that can outperform humans and sometimes defy full explanation. Demand for these specialists still climbs while their daily work shifts to supervision and validation. The change reshapes Nvidia's software moat from the inside.

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AI News is expanding the infrastructure surface for builders, which can change where inference runs, what gets deployed locally, and how teams package AI workloads.

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AI Agents Now Write CUDA Kernels That Humans Struggle to Explain

Why it matters: AI News is expanding the infrastructure surface for builders, which can change where inference runs, what gets deployed locally, and how teams package AI workloads.

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