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Growing token demand drives specialization in AI chip architectures.

Growing token demand drives specialization in AI chip architectures.

Growing token demand will drive extensive specialization in AI chips, with distinct architectures optimized for training versus inference data centers, as evidenced by early examples such as TPUv8 and hybrid NVIDIA/Cerebras deployments.

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