Can a Machine Think Like a Teacher? How Language Models Are Revolutionizing Student Learning Diagnostics

The Cognitive Gap in Personalized Learning

Will AI become powerful teachers in the future? Image created with DALL-E

Imagine a teacher who instantly understands every student’s strengths, weaknesses, and potential — even before meeting them. For decades, researchers have worked toward replicating this ability through “cognitive diagnosis models” (CDMs), which predict student proficiency by analyz…