We predict that series arrays of point-contact Josephson junctions, shunted by a resistive load, should be unusually sensitive to noise. This behavior stems from a dynamical symmetry which prohibits the ex- istence of in-phase attractors. Simulations verify that breaking the symmetry can radically improve the phase-locking performance of the array.