The Anthropic megadeal secures a massive revenue stream for Google and validates its custom‑silicon strategy, positioning TPUs as a credible, cost‑effective alternative to Nvidia GPUs. This could reshape AI infrastructure economics and accelerate the industry-wide transition to inference‑scale deployments.
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