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system in order to end up with a ( 3 x 2 ) matrix (3 equations and 2 unknowns): So we are still traveling in our 2-dimensional space (see the plot of the column space above) but the point that we are looking for is defined by 3 dimensions. There are cases where the third coordinate does not rely on