Anthropic Eyes Samsung to Build Its First Custom AI Chip

Anthropic is exploring the development of its own artificial intelligence processor and has held early discussions with Samsung Electronics about manufacturing the chip, according to a report from The Information. The effort remains in its initial planning phase as the Claude developer evaluates a custom chip strategy aimed at reducing infrastructure costs.

According to the report, Anthropic is still defining the processor’s specifications, power requirements, and server cluster architecture. The company has spoken with multiple chip design firms but has not yet reached the stages of blueprint development, testing, or production.

The reported initiative reflects a broader shift among leading AI companies seeking greater control over the hardware that powers their models. As the cost of training and running advanced AI systems continues to climb, developers are increasingly looking to build custom silicon rather than relying exclusively on existing chip suppliers.

The Information reported that Anthropic is considering Samsung’s 2-nanometer manufacturing and advanced packaging technology as part of those discussions. Samsung, together with SK Hynix, is one of the world’s largest memory chip manufacturers. The report also noted that rising memory costs, driven by strong demand, have become an increasing concern as companies expand their computing infrastructure.

Anthropic has also been strengthening its chip development expertise. According to The Information, the company recently hired Clive Chan, an engineer from OpenAI’s silicon team, as it expands its engineering capabilities.

Despite exploring custom hardware, Anthropic said its existing infrastructure partnerships will remain central to its long-term strategy. In a statement, the company said Amazon Web Services’ Trainium chips, Google’s Tensor Processing Units (TPUs), and Nvidia’s graphics processors will continue to serve as core components of its computing platform. Samsung declined to comment on the reported discussions.

Anthropic’s reported plans follow similar efforts by OpenAI. Earlier in June, OpenAI introduced a custom AI chip developed with Broadcom called “Jalapeño,” a processor designed specifically for inference, the stage in which AI models process information and generate responses to user requests.

The report suggests that competition among leading AI developers is extending beyond model development and into the hardware that supports those systems, with custom processors becoming an increasingly important part of long-term infrastructure planning.

This analysis is based on reporting from Yahoo Finance.

Image courtesy of David Lloyd.

This article was generated with AI assistance and reviewed for accuracy and quality.