We should be actively building this new "AI Species" because we are going to be extinct eventually and should think about making a better successor for the human species. The morality argument is nonsense.
How about this: "The primary objective of humanity should be to build an intelligent system with far more precise perception, reasoning and physical manipulation capabilities than humans"
That's my starting point.