After serving as a reviewer for the Athens Institute for Education and Research, it was my pleasure to participate the 9th Annual International Symposium on the Future of STEAM; which was held in Athens between 21 and 24 July 2025. I not only learned much more about the history of the institute, but also had the opportunity to talk with a title of ‘exploratory study of the quantitative evaluation of student performance in a biochemistry practical course’ that shared my years of experience in teaching Biochemistry practical courses, with some latest insights about the use of artificial intelligence technology.