Beyond the model: The real AI bottleneck is storage

Every generation of enterprise computing introduces new abstractions for scaling systems. We began in the scale-up era, deploying ever-larger servers. Then came the scale-out era, where containers and Kubernetes transformed infrastructure into orchestrated fleets of commodity systems.