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The AI Accelerator Landscape: NVIDIA, AMD, and the Custom-Silicon Challengers

An AI accelerator is a chip built to do one job faster and cheaper than a general-purpose processor can: the dense, low-precision matrix math that trains and serves machine learning models. As of August…

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Infrastructure 13 min read Updated Aug 4, 2026