Anthropic confirms in-house chip team: Co-design bet could cut Claude inference costs in half
Anthropic custom AI chip team confirmed August 5, 2026 -- the company will co-design silicon and Claude models together, targeting roughly 50% cuts in per-token inference costs. AWS, Google, Nvidia, and AMD hardware partnerships remain central to the multi-chip strategy while proprietary silicon enters development.