Everyone makes the assumption that computers should get to be as smart as humans but in some ways, its the other way around. For example, the human brain is no

Everyone makes the assumption that computers should get to be as smart as humans but in some ways, its the other way around. For example, the human brain is not a turing machine, it doesnt have memory (in the sense that its lossy). You need memory to have a turing machine so with a paper and pencil, a human is a turing machining but a very slow run. Compare the difference to read and write on paper than a computer has to access ram. I think there will be some kind of meta deep learing (still using deep learning but compose of algebras which are augmented compared to today's standards). We have already started this by using pretrained networks for tasks. There is no reason RNNs won't go this way (i imagine they already are but this isnt my research area specifically) after all, RNNS are a turing machine.