• Anthropic is in discussions with Samsung to produce bespoke AI accelerator chips, according to sources familiar with the matter.
  • The move underscores Anthropic's push to diversify its silicon supply beyond memory components and into logic and compute chips.
  • A deal would bolster Samsung's foundry business and reduce Anthropic's reliance on a single chipmaker, amid global supply constraints.

Chip Talks Gain Momentum

Anthropic, the AI startup behind the Claude family of models, has entered talks with Samsung Electronics to manufacture custom AI accelerator chips, according to people familiar with the matter. The discussions, which are still at an early stage, focus on leveraging Samsung's advanced foundry capabilities to produce chips optimized for Anthropic's large language models. The news was first reported by the Information.

The potential partnership reflects Anthropic's broader strategy to secure a reliable and high-performance hardware supply chain as it scales its AI offerings. Anthropic has long relied on chips from Nvidia (NVDA) and other suppliers but has signaled an interest in developing custom silicon to improve efficiency and reduce costs. A deal with Samsung would mark a significant expansion of the South Korean giant's role in AI hardware, moving beyond its dominance in memory chips into logic and system-on-chip manufacturing.

Diversification and Competition

For Anthropic, the talks come at a time when AI startups are racing to secure chip supply amid surging demand and geopolitical tensions that threaten to disrupt global semiconductor supply chains. Custom chips could provide Anthropic with a competitive edge by enabling lower latency and higher throughput for its Claude models, which are increasingly used by enterprise clients.

Samsung, meanwhile, has been aggressively expanding its foundry business, competing with TSMC and Intel to win orders from AI companies. The company has faced mixed results in its custom-chip efforts, with some projects reportedly pulling back. However, a deal with Anthropic could validate Samsung's push into AI silicon and help it secure a foothold in the fast-growing market for bespoke accelerators.

Analysts note that any agreement would need to navigate export controls and regulatory scrutiny, given the US-origin AI technology and Korea-based manufacturing. "Chip deals of this nature are increasingly caught up in national security considerations," said a semiconductor industry analyst. "But if Anthropic and Samsung can structure the partnership properly, it could be a win-win."

What's Next

Negotiations are ongoing, and a final agreement may not be reached, according to sources. Anthropic and Samsung declined to comment. If successful, the partnership could see pilot production runs in 2025, with broader deployment dependent on performance and yield targets. The move would also set a precedent for other AI startups to pursue similar in-house chip strategies, potentially reshaping the AI hardware landscape.

This is a developing story. We'll update as more information becomes available.