Google
PerplexityBased on real interviews
Measure whether an AI study assistant helps learning
Find out whether generated practice helps students learn rather than simply produce more activity.
Unlock with Full AccessThe challenge
Study Mode turns students' lecture notes into quizzes, hints and worked answers. A six-week pilot spans biology, economics and computer science, and the team must decide whether to expand it to more courses.
Course grades are unavailable, but the team can run knowledge checks before practice, immediately afterwards and a week later. Define a scorecard that connects the product's recorded activity to learning while also tracking product and academic risks.
What you'll practise
Learning evidence
Distinguish practice activity from knowledge gained and retained.
Pilot guardrails
Balance useful learning outcomes against product and academic risks.
Define each measure and the decision it would support.