AI's massive electricity needs are now driving chip development. Energy efficiency is becoming more critical than raw computing power. TSMC, a leading chipmaker, sees customers prioritizing performance gains that use less power. This shift impacts smartphones to AI data centers. New technologies like advanced packaging and chip stacking are key. TSMC aims for significant power reduction in upcoming chip generations.