The end of the GPU era
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Nvidia's dominance in AI hardware faces challenges as companies shift from GPUs to specialized accelerator chips (ASICs) for AI inference. While GPUs excel at training models, purpose-built chips from companies like Groq and Cerebras deliver 10x faster inference speeds (up to 3,000 tokens per second vs. 30-40). Major AI
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