You are saying, its weakness is making the mistake of not looking at all the profitable moves. The contra argument for the sake of the argument goes, he just w

You are saying, its weakness is making the mistake of not looking at all the profitable moves. The contra argument for the sake of the argument goes, he just was lucky to find a local maximum (?) outside of the search space (?) by chance, rather than learning in a few days the universal function (?) that the NN thinks solves go, or at least one fixed point (?) [i.e. the surprisingly wrong expectation].