The relevant current debate on Artificial Intelligence is far reaching: to many empowering and opening up to new opportunities, to even more people quite scary for its potential consequences regarding the actual control of our lives. We need to be pragmatic on this debate to make it more constructive focusing on a key aspect: AI and the focus on prompt engineering VS problem formulation and the relevance of the human factor on the latter ...