As artificial intelligence transforms data centers worldwide, the spotlight has expanded beyond computing and networking to power semiconductors. AI chips draw enormous amounts of electricity, and each percentage point of efficiency matters. Even a 1% gain can translate into millions of dollars in savings and reduce pressure on grid infrastructure.