Networking Field Day 39 challenged my assumptions about AI infrastructure. The real problems? Traffic imbalance, not capacity. ROCE's sensitivity to packet loss. Why validated designs matter more than specs. Here's what finally clicked for me about why AI networks fail—even with enough bandwidth.