A $500 billion estimate defines OpenAI's ambitious plan for massive AI datacenter infrastructure. Meanwhile, Nvidia provided funding to Safe Superintelligence to accelerate safe AGI development. Amazon is simultaneously building a satellite network to challenge Starlink. These capital-intensive moves signal a shift toward hardware-heavy dominance to sustain next-generation model scaling.