Hahaha. No Hell No. Please No Neural Nets. They are outdated and are Painfully Slow. I am not willing to expose my AGI algo, as it's not yet patented. No, I actually made an AI, that can learn and generate sentences faster than RNN(lstm), and that does not use Neural Net. It's a very simple algorithm. But right now, it can do nlg without nlp and I have made it into an android app. I may tell u the nlg algo if you want.

I can give solid reason why Neural Nets should be totally banned. Firstly, our Brain is wayyy developed. And if neural nets are to replicate a brain, it would take millions of years. No not because of training speed but because of evolution. You see, because of evolution, our brain has certain centres for processing certain senses. There is a place for vision, smell, touch etc.

Now, there is the catch. Everytime a neural net is built, it is similar to different aliens having different ways of perception of the world. None of the AIs could be able to share their thoughts and ideas. And that is why, evolutionary features come into play. Every human has common features in it. Neural nets don't have it.