Intelligence is about goals. Greater intelligence = more efficient, effective and consistent achieving goals that fit entity + environment.
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Yes, err/reward func's are 'arbitrary'. Evolution supplied primary one of survival. Thus we are models of our historical environments.
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Thus, models are particularly useful for solving problems. But being presented with a problem logically comes before seeking solutions.
End of conversation
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