AI Infrastructure Shifts Toward Sovereign Compute, Resilience, Networking, Custom Silicon, and Edge

Oracle's reported 97.9% GPU utilization across 850 MW and more than 300,000 GPUs remains a concrete but single-operator scarcity signal. Open NVLink alternatives, storage growth, 400G/800G/1.6T networking, alternative accelerators, edge inference, power-flexibility projects, and sovereign deployments add momentum, while grid capacity, water, emissions, permitting, and community resistance increasingly constrain data-center growth.