How to Integrate a Deep Neural Network

If I want the neural network to function in millions of situations, I need to plug in millions of examples or something on that order. And so you deal with all this variability and you want this neural network to internalize that variability. So it looks like we do it through roughly almost brute force ways right now. As long as the dataset is improving, there's no real upper bound on the performance of the network. If you have enough computation available for it and a large enough dataset, it will find the correct serve solution to making your labels work.