AI Caveats I: The temptation to generate data yourself – QA for AI

AI procedures are changing and optimizing more and more areas of the economy and society. Especially deep neural networks are characterized by an enormous efficiency and are able to solve various tasks in an intelligent way, which until now has only been possible by humans. Examples are the classification of films according to content, playing poker on a superhuman level or creating deceptively real looking faces. However, it is all too easy to forget that artificial intelligence is fundamentally different from natural intelligence. While the latter inherently uses "worldviews", the former is ultimately based on the highly complex interpolation of countless data. Data are therefore the prerequisite for any AI.