Integrating Large Language Models as AI Tutors in Automated Programming Assessment Systems: Exploring Student Experiences and Lessons Learned

Integrating large language models like GPT-3.5-Turbo as AI tutors within automated programming assessment systems can offer timely feedback and scalability, but also faces challenges like generic responses and student concerns about learning progress inhibition.