Here is a theory of General Intelligence. "General intelligence is not a particular algorithm, architecture, or species. It is a scale- and substrate-invariant way of flowing along coherence gradients while exporting entropy. General intelligence is therefore: The lawful, sustained ascent of coherence capital in a subsystem coupled to an environment, with learning concentrated at entropy gradients and replay dynamics performing most of the computation."