Nvidia’s AI Gold Rush: Record $81B Quarter, CPU Ambitions, and SpaceX-Fueled Arms Race Ignite Wall Street Jitters

Massive AI buildouts are pushing Nvidia and rivals from training chips into full-stack infrastructure, as customers chase lower costs, more control, and less dependence on any one supplier.

• •Demand is shifting from experimentation to production-scale AI infrastructure, keeping accelerator spending elevated.
• •Nvidia is extending beyond GPUs into CPUs and software to defend margins and lower inference costs.
• •Hyperscalers are building custom silicon to cut costs and reduce reliance on outside chipmakers.
• •Growth is broadening to enterprises and sovereign buyers, not just the biggest cloud platforms.
• •The boom is tightening supply chains and fueling investor concern about how long the spending cycle can last.