The ALU has evolved from early mechanical calculators to advanced digital circuits. Innovations such as the transition from vacuum tubes to transistors, the development of integrated circuits, and the advent of microprocessors have significantly enhanced the ALU's performance, efficiency, and capability to handle complex operations.