Advances in biomedical research often result from a straightforward formula: a good working hypothesis, a set of dedicated investigators, and access to calorimetric chambers and a laboratory scale. The success of this approach has again been demonstrated in a new Cell Metabolism report showing that tirzepatide induces weight loss through partially distinct mechanisms in mice and humans.