Multiple gigawatts of TPU capacity will arrive in 2027, boosting Anthropic’s Claude models. The deal partners Google and Broadcom, adding custom silicon to the firm’s compute stack. This expansion supports higher‑resolution inference and faster training cycles. Practitioners can expect lower latency and higher throughput for large‑scale deployments. This move also positions Anthropic to meet growing demand from enterprise clients.