AI's robustness and expansion present a significant energy consumption issue.The energy requirements of AI-centric data centers pose challenges to existing power infrastructures.A notable incident in July 2024 highlighted the delicate balance required to maintain grid stability amid increasing data center demands.Projections indicate that data center demand will triple, further straining the US electrical grid.