A planned 10-gigawatt data center in Ohio is the target of OpenAI lease negotiations. Nvidia may provide the financial backing for the massive facility. This scale dwarfs current clusters. Such infrastructure is necessary to sustain the compute demands of next-generation frontier models while reducing reliance on fragmented cloud providers.