In control theory, problems occur regarding the behavior of solutions of some abstract Cauchy problems like that 0.1 u '(t)=-A(u(t))-f(t)b,t is an element of Ru(infinity)=limt ->infinity u(t)=0 Here A generates a strongly continuous semigroup T={T(t)} acting on a complex Banach space X, f is a complex valued measurable function defined on R+verifying a certain integral condition (as in Theorem 4.1 below), b is an element of X is a randomly chosen vector and the limit is considered in the norm of X. We prove that the Cauchy Problem (0.1 ) has at least one solution (that is unique when X is a complex Hilbert space) provided the semigroup T is phi-weakly stable, that is, for every x is an element of X and x 'is an element of X ' of norms less than or equal to 1 the map. Concrete examples and even the expression of solutions are also provided in this paper. Here phi is a given N-function, X ' denotes the strong dual of X and denotes the duality map between X and X ' It is known (Storozhuk in Sib Math J 51:330-337, 2010) that the uniform spectral bound is negative whenever the semigroup T generated of A is phi-weakly stable for the above phi. We complete this result by proving that if the semigroup is phi-weakly stable then there exists a positive number nu such that s0(A)<=-nu. An implicit expression of nu phi, is also given. The condition that phi is positive near to 0 is necessary in the proofs. A counterexample showing this is provided in the last section of the paper.