The Uselessness of Useful Knowledge

This opinion column in Quanta Magazine discusses the current state of deep learning, which seems to be dominated by trial and error and recipes rather than the scientific method, in a broader context. It argues that the lack of well-understood first principles is nothing new in scientific exploration, but rather typical for a phase of experimentation followed by major scientific breakthroughs.