OpenAI claims its early infrastructure buildout provides a decisive advantage over Anthropic. Despite this pitch, the company paused its UK data center project. Meanwhile, Anthropic explores custom AI chips to reduce dependency on third-party hardware. This tactical maneuvering suggests a growing battle over compute efficiency and physical asset control between the two LLM leaders.