  The stability of Bernstein's characterization of Gaussian distributions is
extended to vectors by utilizing characteristic functions. Stability is used to
develop a soft doubling argument that establishes the optimality of Gaussian
vectors for certain communications channels with additive Gaussian noise,
including two-receiver broadcast channels. One novelty is that the argument
does not require the existence of distributions that achieve capacity.
