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Anthropic Quietly Joins the Race to Build Its Own AI Chips

Anthropic has opened early talks with Samsung Electronics to manufacture a custom AI chip, according to Bloomberg. The Claude developer has never built its own silicon before and relies entirely on chips rented from Amazon, Google, and Nvidia.

July 4, 2026
2 min read
Source: TheStreet
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Anthropic, the developer of the Claude AI model, has held early-stage talks with Samsung Electronics to manufacture a custom AI chip, according to a Bloomberg report. The company has never built its own silicon before and currently relies entirely on rented chips from Amazon, Google, and Nvidia.

Details

The report indicates that Anthropic aims to develop a custom chip for training and running its large language models, giving it greater control over cost and performance. The talks with Samsung are still preliminary, and no final agreement has been announced.

Context

This move comes amid intensifying competition among AI companies to secure chip supply, with startups facing shortages of high-performance Nvidia chips. Additionally, reliance on cloud providers (Amazon, Google) limits Anthropic's flexibility and may increase costs in the long term.

What It Means for Investors

Although the talks are early, Anthropic's push toward custom chips could shift competitive dynamics in the AI market. If successful, it could reduce its dependence on Nvidia and cloud providers, potentially impacting their revenues. However, the project requires massive investment and technical expertise, making it a long-term, high-risk endeavor.

Frequently Asked Questions

To reduce reliance on cloud providers like Amazon and Google, and improve cost efficiency and performance for its models.

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This article was rewritten in Wrqti's editorial style based on information from the original source above. Content is informational only — not investment advice.