Sam Altman says OpenAI is restructuring its operations to support a multi-trillion-dollar AI ambition, shifting from nonprofit roots toward commercial growth. The change includes broader capital-raising options and tighter alignment with enterprise data-centre build-outs. Investors and industry watchers view the move as a major signal of how the AI arms-race is entering phase-two infrastructure and business-model scaling, rather than just model research.