Extended Abstract: AI-Driven Memory Scripts for Effective Learning and Exam Preparation

Students across various academic disciplines struggle with memory retention, particularly during high-stakes examinations. Traditional memorization techniques, such as rote learning and mnemonics, often fail to support long-term knowledge retention. This paper introduces AI-driven memory scripts, an innovative approach that structures learning materials using mind mapping, storytelling, humor, music, and visual techniques to enhance recall. Rather than replacing human-led instructional methods, AI acts as a technical communication aid, applying natural language processing (NLP) and machine learning to generate personalized, structured memory scripts aligned with individual learning styles. These scripts facilitate adaptive exam preparation and support clearer content delivery, demonstrating potential applications in science, mathematics, and language learning. While this approach remains conceptual, it provides a compelling framework for scalable, learner-centered educational design.