Researchers, he said, do not know why some algorithms work and others don't, nor do they have rigorous criteria for choosing one AI architecture over another.
https://www.sciencemag.org/news/2018/05/ai-researchers-allege-machine-learning-alchemy
and another one. Going through accumulated stuff today