No matter how much we know, the key point remains being able to deliver an artificial intelligence solution or not. Implementing a machine learning (ML) or deep learning (DL) program remains difficult and will become more complex as technology progresses at exponential rates. This will be shown in Chapter 15, Cognitive NLP Chatbots, on quantum computing, which may revolutionize computing with its mind-blowing concepts. There is no such thing as a simple or easy way to design AI systems. A system is either efficient or not, beyond being either easy or not. Either the designed AI solution provides real-life practical uses or it builds up into a program that fails to work in various environments beyond the scope of training sets.
This chapter doesn't deal with how to build the most difficult system...