The initial AI boom was constrained by GPU availability, shifting to advanced packaging capacity like CoWoS in the second wave. The next wave of AI infrastructure growth will increasingly be defined by system-level constraints including power delivery, thermal management, high-speed signaling, and overall data center infrastructure.
AI infrastructure bottlenecks are shifting from core compute and packaging to broader system-level integration, impacting power, cooling, and high-speed interconnects.