Hopefully this is not a duplicate of an existing thread or in the wrong section, first time posting here. In Python, array multiplication is quite useful to repeat an existing array, e.g. [1,2,3] * 2 becomes [1,2,3,4,5,6]. Multiplication by 0 yields an empty array: [1,2,3] * 0 becomes []. However, operations such as [numpy array] * -1 are very common to get the inverse of an array of numbers. The confusion here stems from the lack of type checking: while the programmer should check whether the array is a NumPy array or a Python array, this is not always done, giving rise to difficult to trace cases where [1,2,3] * -1 yields [] instead of [-1,-2,-3]. I can not think of good reasons why Python array multiplication should not throw an error for negative multipliers, because it is meaningless to have array multiplication by negative value in the way it is intended in Python. Instead I would propose that array multiplication by negative value throws an error. I would like to hear your opinions on this matter.