The AI frenzy has sparked a rally in chipmaker stocks across the globe. Taiwan Semiconductor Manufacturing Co (TSMC), the world's largest contract chipmaker, whose customers include AI poster child Nvidia, has especially benefited from the soaring demand for AI-capable chips.