Symbols, Connections and the Role Knowledge Plays in Intelligence

There are 2 main approaches to AI (symbolic vs connectionism), and they are very different in how they think about producing intelligence in the machine. One approach believes in programming what we know about the world into the machine, and the other ignores any pre-existing knowledge by relying on large datasets and correlation. There is a long-standing debate between which approach is best, despite only one of these approaches having much success. The reason this debase stil...