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Anthropic Builds In‑House Chip Team to Optimize Claude

The company says co‑designing hardware and models will cut per‑token costs and speed inference for large enterprise workloads.

Overview

  • Anthropic confirmed on Wednesday that it is assembling an internal custom‑silicon design team to co‑design chips tailored to its Claude models.
  • The company has posted job listings seeking engineers who have shipped silicon and offers salaries of $320,000 to $485,000 for the new roles.
  • Anthropic says the effort is a complement to existing contracts and it will keep a multi‑chip strategy using AWS, Google, Nvidia, and AMD hardware.
  • Reports say Anthropic has held talks with Samsung as a possible manufacturing partner but no chip architecture, taped‑out design, or production deal has been announced.
  • Industry sources note advanced AI chip programs typically cost hundreds of millions of dollars and take years to reach production, so any efficiency gains for users remain uncertain and will depend on hiring, design validation, and foundry partnerships.