As artificial intelligence reshapes how we interact with data, one architectural shift stands out: the move from CPU-centric computing to GPU-dominant infrastructure. But why did this happen? And what makes GPUs so uniquely suited for AI workloads? Let’s unpack the evolution, the math, and the mechanics behind this transformation.

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