Generative AI and the Productivity Divide: Human-AI Complementarities in Education

In three linesA randomized controlled experiment shows LLM access significantly increases average performance, but gains are unevenly distributed. AI Interaction Competence (ability to elicit, filter, and verify outputs) predicts benefits, not GPA. A scaffolding intervention (conceptual maps) reduces outcome variance.

Summary generated by Claude — human-verified