Winter 2022/2023 seems to be a spectacular time in the history of Artificial Intelligence. It is so even though the current hype is an effect of mass popularization rather than a real scientific revolution, which in this field began quite a while ago. With the rapid growth of new users of products based on generative AI (or GP AI), its potential to wreak havoc raises an increasing number of serious concerns.