AI for Grid Management and Optimization at CERAWeek 2026

Hitachi's HMAX cuts transformer failures 50 percent and repair costs 75 percent; NVIDIA / Emerald AI ramps GPU load to grid signals within seconds to unlock 100 GW of flexible US capacity; AI is moving from a passive load to an active grid asset.