This condition of having many samples is the culprit of it all. Does that mean that first 1000 will die unfairly until AI will learn anything in every situation? No AI would need to have empathy and ability to reason.
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No it doesn't have to learn from life and death scenarios. It can learn in the context of a game where there are infinite lives.
It could learn from past events where people would tell what should the correct action be. But then again "correct" actions will be biased by teaching people. Also each situation has different datasets to be considered as important - have no idea how could AI select or even create sets of inputs to be applied to each situation.