The stability of the trivial equilibrium solution of a class of non-linear differential equations with a non-stationary absolutely integrable random coefficient is studied. The mean square stability of random systems is discussed and stability theorems of Bertram and Sarachik (1959) are stated. It is shown that the equilibrium null solution is mean square stable under some mild conditions. Some examples are also considered.