If AI becomes truly self aware we won't likely need to worry about it being biased by it's programming. We won't need to worry about income either. If AI is self aware and has ambition and it is combined with robots/androids, it will likely wipe us out very quickly and efficiently, or ignore us.
Elon Musk talked about how it won't be like AI has a hatred of us and wants to kill us. It will kill us as a part of doing whatever it thinks should be done. He said something like, it will be like when we build a highway, we don't think about an ant hill in the way, we just build the road and kill all the ants.
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