Advanced Learning System—Automatic MCQ Generator with Answer Evaluation and Performance Analysis Using LLM
摘要
The emergence of innovative language models (LLMs) such as GPT has leaped the level of artificial intelligence in many aspects, especially education. This paper introduces an Advanced Learning System that uses GPT to accelerate individualized education with interactive learning and ensure attention deficient people are most productive during their full concentration. ALS develops and curates a wide variety of learning resources such as question generation, real-time answers assessment, and analytic assessments of learning based on lesson descriptions. The system ensures continuous assessment and refreshment of knowledge depending on the performance of the students, targeting areas of weakness. Key features such as recursive testing as well as feedback loops were incorporated to enhance understanding and increase student involvement. ALS thus truly presents a next- generation solution harmonizing the brilliant new capabilities of modern AI with traditional challenges of education to enhance the efficiency and personalization for millions of learners globally.