Understanding references: why this Numpy assignment is not working?

Question

I have a little test code like so:

import numpy as np

foo = np.zeros(1, dtype=int)
bar = np.zeros((10, 1), dtype=int)


foo_copy = np.copy(foo)
bar[-1] = foo