Intelligence is nothing more than effective
reinforcement learning in very general

Solomonoff induction: an algorithm for
intelligence whose only fault is inefficiency

Predict "world" by summing over Turing
machine models of observed world behavior,
then behave to optimze future rewards

All AI theory is just ways to do this efficiently