Squark comments on Friendly AI ideas needed: how would you ban porn? - Less Wrong
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My formalism doesn't work like that since the utility function is a function over possible universes, not over possible choices. There is no trivial way to construct a utility function wrt which the given agent's intelligence is close to maximal. However it still might be the case we need to give larger weight to simple utility functions (otherwise we're left with selecting a maximum in an infinite set and it's not clear why it exists). As I said, I don't have the final formula.
I'd say they have a utility function. Image a chess AI that selects moves by one of two strategies. The first strategy ("system 1") uses simple heuristics like "check when you can" that produce an answer quickly and save precious time. The second strategy ("system 2") runs a minimax algorithm with a 10-move deep search tree. Are all of the agent's decisions perfectly rational? No. Does it have a utility function? Yes: winning the game.