A multibillion-dollar agreement links Amazon and Corning to supply specialized fiber optics for U.S. data centers. High-speed connectivity now bottlenecks AI cluster performance. This deal secures the physical infrastructure needed for massive GPU clusters. Hardware engineers must prioritize optical interconnects to sustain the current pace of model scaling and training.