Evolution showed there aren’t really different pathways to higher intelligence. Both vertebrate and invertebrates lead to high intelligence and devolution is hard or impossible, so the evolutionary brain would have been extremely lucky to get in the right direction two times just by luck and both seem to be basically the same. This leads me to believe there is only one way which can be build upon.