Adding mindful chat, breathing, and supportive messages produced no statistically significant advantage in algebra learning gains or math anxiety over cognitive tutoring alone.
How can an AI tutor help without taking over? CoMeT increases assistance when a learner struggles with a specific decision, then reduces it when the learner responds. In a study of 131 adults completing three Python tasks, researchers compared it with an…