Lamp2 comments on What can we learn from Microsoft's Tay, its inflammatory tweets, and its shutdown? - Less Wrong
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I suspect it would react by adjusting it's definitions so that very_controversial_thing doesn't mean what the designers think it means.
This can lead to very bad outcomes. For example, if the AI is hard coded with P("there are differences between human groups in intelligence")=0, it might conclude that some or all of the groups aren't in fact "human". Consider the results if it is also programed to care about "human" preferences.