Anthropic explores custom chip development with MatX to cut Nvidia reliance

Anthropic, the artificial intelligence company behind the popular Claude chatbot, is in advanced talks with chip design startup MatX as it seeks to develop custom silicon tailored to its computational needs, according to industry sources.

The partnership discussions come as Anthropic confronts the substantial infrastructure costs associated with training and deploying large-scale language models. The firm currently relies heavily on graphics processing units from Nvidia, which command premium prices in an increasingly competitive AI market where computational power remains a critical bottleneck.

By collaborating with MatX on specialized chip architecture, Anthropic aims to create hardware optimized for the specific workloads generated by its Claude family of models. Such custom silicon could potentially deliver performance gains while reducing per-unit computing costs, allowing the company to scale operations more efficiently across its growing user base.

The move reflects a broader industry trend among major AI developers to reduce vendor lock-in and operational expenses. Other technology giants have similarly invested in proprietary chip development to support their AI infrastructure and improve margins as competition intensifies.

Neither Anthropic nor MatX has publicly commented on the reported discussions. The development comes as AI firms worldwide grapple with the enormous capital requirements needed to remain competitive in the rapidly evolving sector.