The docs say "Returns the indices of the maximum values along an axis." When axis=None, I presume the implementation is actually "Returns the first index (assuming ravel ordering) of the maximum value." I also presume that people are now relying on the fact that it always returns the first such index. So, maybe the docs should be updated?
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