For a normalized nondegenerate eigenstate ,For a ground state, every denominator is negative, so the correction is nonpositive.
For a nondegenerate lowest state, every excited-state denominator is negative. Since each numerator is nonnegative, their sum is nonpositive, and strictly negative if a coupled higher state exists. The statement assumes the perturbative expansion and appropriate sum or spectral integral are defined.
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