The AI hardware market is undergoing a major transformation. Nvidia’s dominance with GPUs is being challenged by specialized chips like Google’s TPUs and Groq’s LPUs. Companies are now opting for a mix of hardware for training and inference. This shift prioritizes efficiency and speed, moving beyond raw power. The demand for specialized processors is rising as AI services expand.
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