What's Next For AI? Enter: Deep Reasoning

AI is better than humans in a lot of things. What size is the cylinder that is left of the brown metal thing that is left of the big sphere? Any 6-year-old could answer this pretty easily, yet these kinds of questions are just out of the scope of traditional deep learning models. Deep learning models are pretty good at understanding relationships between inputs and outputs, but that's about as far as it goes. Whether it's supervised learning or reinforcement learning, the input and desired output are clearly defined and easy for the model to understand.