The primary source of energy for the human body during exercise is glucose, derived from carbohydrates. When the body engages in physical activity, it utilizes glucose for immediate energy needs. If glucose levels are low, the body can also tap into fat reserves for fuel, but carbohydrates remain the preferred energy source, particularly during high-intensity activities.