Harnessing Machine Learning and Generative AI: A New Era in Online Tutoring Systems

Personal human tutors set the gold standard in education by providing tailored instructions that address students' individual needs and challenges. This one-on-one interaction format enables an accelerated learning process by adapting to the student's prior knowledge, delivering appropriate learning activities, and providing immediate feedback to responses and questions. Similarly, intelligent tutoring systems (ITSs) are a digital learning technology that democratizes the benefits of personal tutoring providing access to learning materials and adaptive instruction to millions of users worldwide. © 2024 Owner/Author.