The actions of any computable agent - including humans - can be expressed using a utility function.
This is a highly questionable statement concerning humans, and the paper linked from that page doesn't appear to prove it.
Edit: ah, this includes "functions" that anyone else would call a "stupidly complicated state machine" and which may not actually be feasible to calculate.


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It's entirely unclear that we know it when we see it either. Humans don't qualify as a human-friendly intelligence, for example (or us creating an uFAI wouldn't be a danger). We might know something's not it when we see it, but that is not the same thing as knowing something is it when we see it.