A major tech giant's AI infrastructure lead just dropped a bombshell internally: they're scaling server capacity at an insane pace—doubling every six months just to keep up with exploding AI demand.

Think about that for a second. Every 180 days, they need to match their entire existing infrastructure. That's not gradual growth; that's exponential pressure. The AI arms race isn't slowing down—it's accelerating faster than most anticipated.

This kind of capacity expansion speaks volumes about where the industry's headed. Computing resources are becoming the new oil, and companies are scrambling to secure enough horsepower to stay competitive. The infrastructure bottleneck is real, and it's forcing massive capital deployment into data centers and chip procurement.

For crypto and Web3 builders watching this unfold, there's a parallel lesson here: decentralized computing solutions might find their moment sooner than expected as centralized giants strain under their own growth.