Explainable AI vs Explaining AI — Part 1

Is deep learning deep enough?

Framework of Explainable Deep Learning, source Society of Mind (Marvin Minskey)

Despite the recent remarkable results of deep learning (DL), there is always a risk that it produces delusional and unrealistic results due to several reasons such as under-fitting, over-fitting or incomplete training data. For example the famous Move 78 of the professional Go player Lee Sedol which caused a delusional behavioral of Alpha Go…