Anthropic Builds In-House Chip Team to Optimize Claude

kimmonismus · x · 2026-08-05

Anthropic is building an in-house chip team dedicated to its AI model, Claude, according to Business Insider. The company aims to "co-design hardware and models" so Claude can run faster and more efficiently at customer scale.

Despite this move toward custom silicon, Anthropic is still pursuing a "multi-chip approach." AWS, Google, Nvidia, and AMD will remain central to its infrastructure strategy.

Related event: Anthropic Confirms In-House Chip Team for Custom Claude Hardware(8 posts)→

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