Specialized GenAI chips capable of running transformer models with 10x performance compared with the latest universal GPU chips from leaders like Nvidia, etc. How?

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Specialized GenAI chips capable of running transformer models with 10x performance compared with the latest universal GPU chips from leaders like Nvidia, etc. How? | LinkBlink