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[ARTICLE · art-89094] src=arstechnica.com ↗ pub= topic=ai-infrastructure verified=true sentiment=· neutral

Anthropic will design its own hardware to power Claude

Anthropic confirmed it is designing its own custom silicon to power its Claude models, hiring a 'custom silicon team' including a senior engineer with semiconductor experience. The company will maintain a 'multi-chip approach,' using hardware from other vendors alongside its own designs as it scales. Anthropic follows rivals OpenAI, Google, Meta, and Mistral in developing in-house AI chips.

read1 min views9 publishedAug 6, 2026
Anthropic will design its own hardware to power Claude
Image: Arstechnica (auto-discovered)

Anthropic is hiring a “custom silicon team” to design chips on which to run its models, the company has revealed.

Yesterday, Business Insider noticed a job listing for a senior engineer with experience shipping semiconductor designs. (You can see listings for a silicon engineer and a technical program manager, silicon on Anthropic’s job board right now.) A spokesperson for Anthropic then confirmed the plans to both Business Insider and TechCrunch.

The spokesperson clarified that Anthropic will still take a “multi-chip approach,” with plans to use hardware from other companies alongside its own designs as it continues to scale up.

This is confirmation of a rumor that has been circulating for a little bit; The Information previously reported that Anthropic was considering working with Samsung as a hardware manufacturing partner.

Anthropic is not alone in walking this path. Its competitor, OpenAI, recently announced a new custom chip called Jalapeño designed for large language model inference in data centers. OpenAI partnered with Broadcom to develop the chip. Google has been running its models on its own hardware for a while; Meta has also designed and deployed its own chips, and Mistral is reportedly looking into doing the same.

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