AI is racing ahead, reshaping software patterns, business models and infrastructure. But one critical piece of hardware is struggling to keep up. The same GPUs that once brought us realistic shadows in games like “Quake III Arena” and fluid motion in “Counter-Strike” are now powering machine learning (ML) and cloud AI platforms. Originally built for rendering pixels and lighting effects at high speed, GPUs excel at parallel processing. That made them perfect for immersive gaming and now makes them essential for neural networks.
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