Anthropic is building an in-house team to design custom chips for its Claude AI models. The company is seeking engineers with experience in chip design for its custom silicon team.
The goal of the initiative is to co-design hardware and models to make the technology run faster and more efficiently. Anthropic has not provided a timeline for its chip plans or stated if it intends to manufacture the chips itself.
The Information reported that Anthropic is scouting Samsung as a potential partner for building custom chips. Previous remarks from Anthropic regarding 'logic chips' had sparked speculation concerning a potential Samsung partnership.
Anthropic currently employs a multi-chip strategy, having established deals with Amazon Web Services (AWS), Google, Nvidia, and AMD to access AI computing hardware.
Industry competition and development trends
Other major technology firms are also developing proprietary hardware. OpenAI unveiled its Jalapeño chip, built with Broadcom, which is designed for inference workloads and is expected to undergo mass deployment by the end of 2026. Google DeepMind relies on Alphabet's Tensor Processing Unit (TPU) chips to power its AI models, while Meta has been developing its own MTIA accelerators for AI workloads.
$500 million USD
Estimated cost of designing an advanced AI chip, according to industry sources, due to the need for skilled engineers and defect-free manufacturing.
Updates
Anthropic is pursuing a multi-chip strategy that combines custom silicon development with a continued reliance on a diversified hardware stack. The company's efforts to assemble an in-house silicon design team have also been confirmed to Business Insider. Additionally, Anthropic and members of the US Trump administration have accused Moonshot of distilling the Kimi K3 model from Anthropic's Fable.
Anthropic is pursuing a multi-chip strategy that combines custom silicon with a diversified hardware stack, a move Business Insider confirmed regarding the formation of its in-house design team. The company's decision is reportedly driven by rising Claude demand and the intense competition for AI infrastructure. Additionally, accusations have surfaced involving the US Trump administration and Anthropic, alleging that Moonshot distilled the Kimi K3 model from Anthropic's Fable.
Anthropic has confirmed to Business Insider and TechCrunch its efforts to assemble an in-house silicon design team. This move is part of a multi-chip strategy where the company plans to pursue custom silicon while maintaining a diversified hardware stack. The decision is being driven by rising demand for Claude and intensifying competition to secure AI infrastructure.
Anthropic is pursuing a multi-chip strategy that incorporates custom silicon while maintaining its reliance on a diversified hardware stack. Business Insider and TechCrunch have confirmed the company's efforts to assemble this in-house chip design team, a move reportedly driven by rising Claude demand and the competitive race for AI infrastructure.
Anthropic is pursuing a multi-chip strategy that combines custom silicon with a diversified hardware stack, a development confirmed to Business Insider. The company's move to design its own hardware is reportedly driven by rising Claude demand and intense competition to secure AI infrastructure. Additionally, Anthropic and certain US administration members have leveled accusations against Moonshot, claiming the company distilled the Kimi K3 model from Anthropic's Fable.
Anthropic is pursuing a multi-chip strategy that combines custom silicon development with a continued reliance on a diversified hardware stack. The company's decision to design its own chips is reportedly driven by rising demand for Claude and increasing competition for AI infrastructure. Additionally, Anthropic and members of the US Trump administration have leveled accusations that Moonshot distilled the Kimi K3 model from Anthropic's Fable.
Anthropic is pursuing a multi-chip strategy that includes custom silicon while continuing to rely on a diversified hardware stack to reduce its dependency on Nvidia. The company is specifically hiring engineers with expertise across both hardware and software to support this effort. Furthermore, Anthropic is reportedly planning to secure several gigawatts of chips from Google.
Anthropic is pursuing a multi-chip strategy that includes custom silicon while maintaining a diversified hardware stack, and its efforts to build an in-house team were confirmed to both Business Insider and TechCrunch, with the goal of reducing dependency on Nvidia; the company is also hiring engineers with cross-stack expertise, though claims about Moonshot copying Fable and Google chip supply figures remain unverified and single-sourced.
Anthropic's custom chip initiative, confirmed to both Business Insider and TechCrunch, aims to reduce reliance on Nvidia by hiring engineers with cross-stack expertise, including a senior semiconductor designer, and is pursuing a multi-chip strategy that retains reliance on diversified hardware — while new job listings for silicon engineers and technical program managers confirm active team expansion.
Anthropic has confirmed to both Business Insider and TechCrunch that its in-house chip design initiative is part of a multi-chip strategy aimed at reducing dependence on Nvidia, while actively hiring engineers with dual hardware-software expertise, including a senior semiconductor designer; the company also reiterated its multi-chip approach, though claims about Google supplying gigawatts of chips and accusations against Moonshot remain unverified single-source assertions.
Anthropic's custom chip development aims to reduce its dependency on Nvidia, and the company is hiring engineers with expertise across both hardware and software stacks, including a senior engineer experienced in shipping semiconductor designs, as confirmed to Business Insider and TechCrunch; it is pursuing a multi-chip strategy while continuing to rely on a diversified hardware supply, including chips from Google in multi-gigawatt quantities.
Anthropic has confirmed to both Business Insider and TechCrunch that it is building an in-house silicon design team to reduce reliance on Nvidia, hiring engineers with hardware-software stack experience—including roles for a silicon engineer and technical program manager, silicon—while pursuing a multi-chip strategy that includes custom silicon alongside existing partnerships with Google, AWS, and AMD; the company is also reportedly in talks with Samsung for manufacturing, though benefits are not expected until key hires are completed.
Anthropic has confirmed to both Business Insider and TechCrunch that it is building an in-house silicon design team to reduce reliance on Nvidia, hiring engineers with hardware-software stack experience—including roles for a silicon engineer and technical program manager, silicon—as part of a verified multi-chip strategy that retains partnerships with Google, AWS, AMD, and others, while new reports indicate discussions with Samsung for manufacturing and a goal to secure several gigawatts of chip supply to meet surging demand for Claude.
