OpenAI CEO Sam Altman says the company will surpass 1 million GPUs by the end of 2025, but his sights are set on 100 million. Already backed by the world's largest AI data center in Texas, OpenAI's infrastructure push highlights the growing clash between AI ambitions and power grid realities.