Disrupting Cognitive Passivity: Rethinking AI-Assisted Data Literacy through Cognitive Alignment

Researchers propose a 'cognitive alignment' framework to address how AI chatbots may create cognitive passivity in users learning data analysis. The framework suggests matching AI interaction modes (transmissive or deliberative) with users' cognitive demands to optimize learning outcomes.