Yi-Ming Shang

Beyond checking: verification quality, reliance calibration, and learning in generative AI-assisted higher education

Generative artificial intelligence (GenAI) can support explanation and feedback while also producing fluent claims that are incomplete, unsupported, or false. Higher-education research increasingly examines how students judge, check, and use such outputs, yet adjacent measures can represent different kinds of critical...