The key concept that differentiates aerobic from anaerobic exercise is the presence or absence of oxygen during energy production. Aerobic exercise relies on oxygen to produce energy for sustained activities, like running or swimming, while anaerobic exercise involves short bursts of intense activity where the body does not have enough oxygen available, such as sprinting or heavy weightlifting. Understanding this distinction helps in tailoring fitness programs to achieve specific goals.