Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education

Adam Coscia, Sujata Duwal, Langdon Holmes +2

LLMs are reshaping educational technology, yet evaluating their responses for pedagogical alignment remains underexplored, relying heavily on the expertise of learning engineers bu…