The purpose of the seminar was to familiarize the teaching staff with practical examples of using testology, digitalization, artificial intelligence in classes on the disciplines of the educational programs of the research school. Also to enrich the educational process, improve the efficiency of work in the course of new trends and teaching methods, to assess the quality of assessing the competencies of students, improve the efficiency of the educational process through the use of modern methods of pedagogical diagnostics. Both experienced and young teachers shared their experiences. At the end of the seminar, joint work and the ability of participants to use the recommended programs in the learning process were analyzed for examples of innovative educational products and services based on artificial intelligence, the advantages and potential challenges associated with the use of neural networks in education were discussed.