Fast-twitch fibers are muscle fibers that contract quickly and powerfully, but fatigue rapidly, making them ideal for short bursts of speed or strength activities like sprinting and weightlifting. They rely primarily on anaerobic metabolism, which allows them to generate energy quickly without the need for oxygen, but at the cost of endurance.