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Pioneering Specialized Hardware: Why AI Outgrew General-Purpose Chips

5 min read
AI hardwareGPU
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An accessible walkthrough of why the von Neumann bottleneck pushed AI toward specialized hardware, from GPUs to NPUs, TPUs, ASICs, FPGAs, and advanced sensors.

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