OpenAI is scaling Stargate to expand data center capacity for AGI. This massive infrastructure push targets the escalating compute demands of next-generation models. It signals a shift toward vertical integration of hardware and software. Practitioners should expect faster iteration cycles as OpenAI secures the raw power needed for larger-scale training runs.