Learner cognition and behavioral engagement in GenAI-mediated professional language education: a critical integrative review
It is argued that the central educational challenge is not whether GenAI improves single-task language performance, but how learners develop calibrated trust, critical judgment, self-regulated feedback use, and professional agency in human–AI language-learning environments.