Duhem's Theorem states that in a system at equilibrium, the chemical potential of each component is equal across all phases present. This principle connects the thermodynamic properties of a system to its phase behavior and is crucial for understanding phase stability and transitions. It highlights how the thermodynamic state functions interact and ensures that when one phase is in equilibrium with another, the driving force for mass transfer between phases ceases, thus maintaining stability.