Can AI Grade Like Humans? Agreement and Reliability in Exam Assessment
This paper argues that while large language models can approximate human scoring patterns, they often exhibit weaker inter-rater agreement and inconsistent grading behaviour across different contexts, which limits the ability to fully evaluate the effectiveness and reliability of AI-based grading systems.