As AI workloads shift from experimental to mission-critical, unexpected challenges test the assumptions underlying our networks, storage architectures, and security models. After nearly two decades of observing infrastructure evolution, I believe this moment is fundamentally different. We are not optimizing existing paradigms; we are rebuilding them.  The bandwidth wall and the rise of co-packaged optics  Modern AI training clusters require significant bandwidth. Training advanced models may involve tens or hundreds […]