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Seconded. Another extreme example would be human brains, which I don't think we understand enough for it to be "accountable" in any mathematical bounds, yet we trust them to make complex decisions. Statistical characterization of the behavior of the AI system is a better objective than the ones based on inherently biased symbolic systems. Just because it is the way how humans communicate it, doesn't mean it's the best way to do it.



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