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printing-spoon comments on Secrets of the eliminati - Less Wrong
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Ok, computationally awful for anything complicated, but possible in principle for simple games. That's good, though; that means goals aren't truly invisible, just inconvenient to deduce.
there's always heuristics, for example seeing that the goal of making three in a row fits the game tree well suggests considering goals of the form "make n in a row" or at least "make diagonal and orthogonal versions of some shape"