A New Science of Artificial Intelligence

A new theory on the nature and structure of knowledge and its relation to reality does for AI what the Periodic Table of the Elements did for Chemistry.
The New Sapience Thesis

New Sapience began with a simple thesis: the quickest way to create a thinking machine is to give it something to think about. The symbolic crowd was on the right track when they focused, not on emulating the human brain like the connectionists, but on the end product of human cognition: knowledge. But there was a fatal flaw in their approach: the symbols themselves.