Anthropic to Build in-House Chip Design Team for Claude, Hire Engineers
The company said custom silicon will help Claude run faster and more efficiently as chip shortages and costs pressure AI developers.
- On Wednesday, August 5, 2026, AI developer Anthropic announced it is building an in-house team to design custom silicon for its Claude models, confirming earlier reports about efforts to improve system speed and efficiency.
- The startup aims to address ongoing semiconductor shortages while optimizing hardware for specific workloads, though it maintains these custom chips will augment—not replace—its existing hardware partnerships with major suppliers.
- Industry sources suggest developing a cutting-edge processor can cost roughly $500 million, a massive investment required as companies seek to gain flexibility and reduce reliance on external supply chains.
- Anthropic confirmed it will continue relying on a diversified hardware stack, including technology from partners Amazon Web Services, Google Cloud, Nvidia, and AMD, as it pursues a multi-chip strategy to meet demand.
- Leaders like OpenAI, Meta Platforms, and Google have also invested in custom silicon to bypass waiting lists and optimize performance, illustrating a broader industry shift toward specialized chip development.
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It is to have greater control over its infrastructure and escape chip scarcity; OpenAI did the same; the base cost is US$500 million
Anthropic has formed its own chip design team to maximize the efficiency of its Claude AI model and is considering utilizing Samsung Electronics' 2nm foundry process. This is part of a multi-chip strategy aimed at increasing performance by reducing reliance on general-purpose GPUs, and Samsung Electronics has an opportunity to strengthen the competitiveness of its foundry business by securing a major client.
Anthropic confirmed it is designing custom chips for Claude. It wants engineers who have "shipped silicon."
Anthropic confirmed on Wednesday that it is building an in-house silicon team to design custom chips for Claude, the first time the company has publicly acknowledged the effort. A spokesperson told Business Insider the company would co-design hardware and models, allowing Claude to run faster and more efficiently “at the scale our customers need.” The […] This story continues at The Next Web
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