The Ergodic theorem is a fundamental result in statistical mechanics and dynamical systems, which states that, under certain conditions, the time average of a system's observable is equal to its ensemble average. This theorem provides a bridge between microscopic dynamics and macroscopic observables, allowing for the prediction of long-term behavior in complex systems.