. . . . "Yang ACM, Lin JY, Lin CY, and Ogata H (2024) Enhancing python learning with PyTutor: Efficacy of a ChatGPT-Based intelligent tutoring system in programming education. Comput. Educ.: Artif. Intell. 100309" . "The PyTutor approach uses a ChatGPT-based intelligent tutoring system that provides continuous guidance, problem-solving hints, and detailed code explanations for beginner Python programmers through a structured multi-level hint system progressing from pseudocode to cloze code to basic and advanced solutions, dynamically adapting to each student's level." . . . . "ChatGPT-based intelligent tutoring for programming education (PyTutor)" . . "Tobias Kuhn" . "2026-02-09T07:40:07.000Z"^^ . . . . "ChatGPT-based intelligent tutoring for programming education (PyTutor)" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA7wtogQOHJO4ma+HTxdNL2b83kKHopztAlm96edli6yOnm0kHwY9Rea1hsqsOGQga0UZSkpzpfgqk6AUufPU/pwjstYTZVIp3ws0zrZ92u4b4EaImOYDSaJNroxLoajEdDsA0/acoX6eP7rqhOHAuQpZyQQq8+8ptR397z3rx1sC2I3Zgd+90lcgm/m5nZIdOPRqD4R5OozX1T6vvzNtZiggUO6Ww1NyIjZe/3wlavyT0T6k4uPcnkpJw0x60CXwXXOUgCYgi25Q1Hs9fZJx7vmBJ7V6sALv2ExOymiItvdTOgYInOcTNw7GoP2JkooavGl9A8aPgy4q+xbP0fqIqFwIDAQAB" . "HciEF+8mdXuuewdW9xHSVW4m5lO3CTcWsUQeCAto4wBW8cQaCcKifFoODsMf4lySyuLmRtuuBjTUfZVbAFbi3c9zzVk16mjwhzI7exB85jACidEATTXZtrJfW+y1RLtbeJrIP7SHCvB4KMTBF1cdrCv9C0zz2qvhR6va1Ae5dF2K909Rx449eyEsSypt7ilQW7DIWlf94pbZe8otnFqHM3IvgFaIa/0Ekb607V46kj5RCNcRNwa9UhabUoHonmVebR6q5GHukTOv8G8N7EjDAVjLGA+W8lsjOHRCuYnBH4UKz+HfKIEVQId1kPP1vSLJVCvPCuTPdWs3ctu2CYqYVA==" . . . "AI as personalized learning tool - Approach to use AI in education as a personalized learning tool." .