Anthropic to Design Custom Hardware for Claude, Racing OpenAI to Reduce Nvidia Dependence

Anthropic will develop proprietary hardware to power Claude, joining OpenAI in efforts to decrease reliance on Nvidia chips as both companies scale AI infrastructure. The move reflects broader industry pressure to control costs and supply chains while building increasingly capable language models.

Why it matters: Custom silicon development signals a critical shift in AI economics—companies betting that vertical integration of hardware and software will prove essential for competitive advantage and margin improvement in large-scale model deployment.