Stability of solutions concerns the behavior of solutions to differential equations as parameters or initial conditions are varied, particularly whether small changes cause large deviations over time. It's crucial in determining whether a system will return to equilibrium after a disturbance or drift away, impacting fields ranging from physics to economics.