Deep learning has two main deficiencies: 1. They depend on pre-existing data. In other words they might not create something new. 2. They need a lot of hand-h

Deep learning has two main deficiencies: 1. They depend on pre-existing data. In other words they might not create something new. 2. They need a lot of hand-holding for learning. Children have an innate instinct to learn, and deep learning is not (yet) there.