OpenAI is pitching investors that its early infrastructure buildout creates a decisive lead over Anthropic. This claim arrives as the company pauses its UK data center project. Meanwhile, Anthropic is exploring custom AI chips to reduce dependency. The move suggests a strategic pivot toward hardware efficiency as scaling costs climb for both labs.