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A major point of the latter theorem is that one does not assume the probability distributions are Gaussian.
The second sense of "Gauss-Markov" is far more widely known than the first because it is well-known to all statisticians, and generally not known to probabilists, whereas the first is known only to probabilists and some statisticians.
Disambiguation