Is There a Difference Between Deep Machine Learning and Go-Fi?

There's a big split in the AI world at the moment. The deep machine learning proponents call themselves go-fi which I just like and the go-fires that stands for good old-fashioned AI. Their argument is that you can only get so far with the machine learning because what's a I tends to be quite bad at if you do it that way is kind of categories and hierarchies.