Obtaining (significantly) inaccurate values when using Numpy linalg.lstsq to solve a linear system

Question

I\'m attempting to use Numpy\'s linalg.lstsq() to follow the line of logic in this post. I\'ll repeat it here.

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Suppose I have four mi