Anthropic announced it is creating an internal team focused on designing bespoke chips for its Claude artificial intelligence models and is actively hiring engineers experienced across the hardware and software stack. The company said the hires will help co-design custom silicon and AI models with the goal of making Claude run faster and more efficiently at the scale its customers require.
The move follows earlier reporting that the company had been considering the idea, and Anthropic described custom silicon as the latest element in a broader multi-chip strategy. The startup emphasized that, even as it pursues its own custom designs, it will continue to rely on a diversified hardware stack that incorporates technology from Amazon Web Services, Google, Nvidia and AMD.
Anthropic did not provide a timeline for when the custom chips might be completed, nor did it say whether it plans to handle manufacturing itself. The company framed the initiative as a response to a broader shortage of chips needed to power and develop more advanced AI systems.
The company noted that designing advanced AI chips can be an expensive undertaking. According to industry sources cited in the announcement, creating a complex AI chip can cost roughly half a billion dollars, reflecting the need to employ skilled engineers and to ensure manufacturing processes are free of defects.
The announcement underscores Anthropic's dual approach - pursuing internal chip design while keeping a multi-vendor hardware strategy. The company said the new hires will work across the full stack to co-design chips and models, with the stated aim of improving Claude's speed and efficiency when deployed at customer scale.
Anthropic also made clear it intends to continue sourcing compute from external providers, listing Amazon Web Services, Google, Nvidia and AMD as part of its diversified hardware mix. Beyond the hiring and design focus, the company provided no additional specifics about production plans, costs borne internally, or a projected timeframe for any finished custom silicon.
Bottom line - Anthropic is building an internal chip design capability to co-design custom silicon and AI models for Claude, recruiting engineers across hardware and software, while keeping a diversified external hardware strategy and offering no timeline or manufacturing details.