AI use can make people overestimate their own expertise. Studies show executives often claim AI knowledge their staff do not see. Overconfidence leads to costly hiring, operations and production mistakes. Aalto University found AI use reduces critical self-assessment. The Dunning-Kruger effect explains why surface knowledge breeds false mastery. Workplace overconfidence lowers morale for new initiatives. The risk is now seen as greater than AI hallucinations.