As artificial intelligence applications and model scales continue their rapid expansion, the technology industry faces a mounting infrastructure crisis: power supply cannot keep pace with demand. Time Magazine has declared there is no turning back from AI’s unrelenting growth, yet this advancement comes at a steep cost—massive energy consumption that is pushing data centers to the limits of existing power grids.