After completing my studies in Theoretical Physics, with a focus on complex systems and statistical mechanics at Sapienza University of Rome, I developed a profound interest in the field of artificial intelligence. Through an internship and now during my PhD at CREST, I have the opportunity to delve into the theoretical aspects of this rapidly evolving domain.