AI Meets Mathematics Education: A Case Study on Supporting an Instructor in a Large Mathematics Class with Context-Aware AI

📰 ArXiv cs.AI

AI-assisted support system developed for a large Calculus I course to answer students' questions on a discussion forum

intermediate Published 31 Mar 2026

Action Steps

Develop a human-centered approach to AI-assisted support in collaboration with instructors
Implement a system to answer students' questions on a discussion forum using context-aware AI
Fine-tune the AI model to ensure reliability and pedagogical alignment
Monitor and evaluate the effectiveness of the AI-assisted support system in enhancing student learning outcomes

Who Needs to Know This

Instructors and teaching assistants in large university courses can benefit from AI-assisted support systems to provide timely and scalable instructional support, while educators can use this technology to enhance student learning outcomes

Key Insight

💡 AI-assisted support systems can provide timely and scalable instructional support in large university courses, enhancing student learning outcomes