AI: accuratezza e affidabilità non sono la stessa cosa

Dr. Maha Youssef is an applied mathematician specializing in approximation theory and numerical Analysis; she holds a PhD in Applied Mathematics from the German University in Cairo and has over a decade of teaching and research experience, including academic roles at the University of Greifswald and the University of Stuttgart. Her work spans both theoretical mathematics and practical applications of machine learning, particularly in data‑driven modeling and computational analysis. She currently serves as an Adjunct Associate Professor at UMGC Europe and an Adjunct Professor at OPIT, teaching mathematics, statistics, and machine learning with a strong commitment to making mathematical thinking clear, structured, and accessible