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AI’s

hardware

AI Chip

Specialized semiconductor chips designed or optimized for AI workloads, including training and inference. AI chips include GPUs, TPUs, NPUs, and custom ASICs that offer higher performance and energy efficiency than general-purpose processors for AI tasks.

In practice

Companies like Cerebras, Groq, and SambaNova have developed custom AI chips that challenge NVIDIA's GPU dominance.