General principles thought to be essential are evolution, evolvable structures (substrates) and interaction with a rich and challenging environment. Specifically, neuronal structures in the form of a brain have been essential to natural evolution of intelligence. The subsystems of the brain are modularized, but still highly coupled (semi-autonomous nuclei).
Erik de Bruijn
2007-10-19