Fast-twitch muscle fibers are specialized for rapid and powerful contractions, making them essential for explosive movements like sprinting and weightlifting. They rely primarily on anaerobic metabolism, which allows for quick bursts of energy but also leads to quicker fatigue compared to slow-twitch fibers.