Elisabeth explains the significance of VO Two Max and Lactate Threshold in running, highlighting the limited rate of oxygen delivery and the maximum amount of oxygen the body can take up. She also discusses the impact of VO Two Max on race pace workouts, using Elite Eileen and everyday Elizabeth as examples.