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Stuart_Armstrong comments on Goal completion: the rocket equations - Less Wrong Discussion
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That's the next step, once we have the apping done correctly (ie distinguishing noise from performance).
That, actually, is a very very big problem.
Yes. But it might not be as bad as the general AI problem. If we end up with an AI that believes that some biases are values, it will waste a lot of effort, but might not be as terrible as it could be. But that requires a bit more analysis than my vague comment, I'll admit.