Anthropic launches development of its own AI chips for Claude: move to vertical integration

⚡ Key Points

Anthropic is forming a team to develop its own AI chips

The company is considering Samsung as a manufacturing partner

The move is driven by the growth in demand for the Claude service and the need to optimize infrastructure

Similar steps are being taken by Google and other tech giants

Anthropic, the developer of one of the most in-demand language models, Claude, has begun forming a specialized team of engineers to design its own hardware solutions. This decision, reported by Business Insider, signals a strategic shift in the artificial intelligence industry: leading players are moving from using universal chips to creating specialized processors optimized for their own algorithms.

Previously, in August 2026, the resource ixbt.com confirmed the creation of this team, noting that Anthropic aims to increase the speed of its technologies and improve their efficiency. Creating its own chips will allow the company to reduce dependence on external suppliers and optimize infrastructure costs.

Vertical integration strategy

The sharp rise in demand for Claude services is forcing the company to radically expand its own infrastructure. As Techcrunch analysts note, major players in the AI market can no longer afford to rely solely on universal solutions from NVIDIA or other suppliers. Developing its own chips allows for the synchronization of hardware with neural network architecture, providing a significant performance boost.

According to data published in August, Anthropic is considering cooperation with the Korean giant Samsung for chip production. This step is logical given the shortage of capacity and high competition for access to advanced manufacturing processes. Job postings published by the company require candidates to have experience in designing high-performance chips and integrating them with AI models.

Industry context

Anthropic's actions are not an isolated case. In August 2026, CryptoRank reported that Google is also developing a new AI chip to improve the efficiency of the Gemini model. This confirms a global trend towards vertical integration: tech giants are striving to control the entire cycle of AI solution creation — from algorithms to silicon.

While Anthropic's press office has not officially commented on the hiring of engineers, the presence of specialized job postings and confirmation from industry publications (ixbt.com, itzine.ru) make the fact of the team's creation practically certain.