OpenAI told investors its early infrastructure buildout provides a decisive advantage over Anthropic. This pitch comes as the company pauses its UK data center project. Meanwhile, Anthropic explores custom AI chips to reduce dependency. This incremental battle for compute efficiency determines which lab scales faster without hitting hardware bottlenecks.