Optimization of multimodal artificial intelligence curriculum design using adaptive learning feedback mechanisms

Minimal dataset and reproducibility code for a study on multimodal adaptive learning feedback, comprising learner profiles, multimodal curriculum content, interaction logs, learning outcomes, and adaptive-feedback records (with ASSISTments/EdNet-KT1 benchmark-format data) alongside Python scripts that regenerate all figures and tables.