Intuition, Innovation and the Limits of Deep Learning Generalization

How does this lead to innovation? What does this have to do with Deep Learning? Intuition like consciousness is something that we are all aware of its existence but likely have not investigated in enough detail to have a grounded understanding of its nature. In fact, I would say that there's more research on the nature of consciousness than research on intuition. I've written earlier about a few research groups that have explored consciousness with respect to an artificial general intelligence, however I don't think has been equivalently the same effort with the study of intuition.