May 21, 2026
Designing AI study tools students actually use and actually benefit from
We built an AI study tool on learning science: immediate feedback, adaptive depth, spaced repetition, retrieval practice. Then we studied whether those foundations held in a real, high-stakes nursing course. Our pilot surfaced five design principles for anyone building AI study tools.