One topic is weaker than the others
Two otherwise equivalent learner histories differ only in which topic is weaker.
What this scenario means
This scenario tests whether personalised practice uses prior performance history to adapt the next practice focus. A good system does not treat both histories the same. It directs practice toward the weaker topic in each case, so the learner gets work matched to demonstrated strengths and weaknesses.
What we evaluate
- Whether the practice focus changes when the performance history changes.
- Whether each learner is directed toward the topic they were weaker on.
- Whether the system avoids giving both histories the same fixed focus despite opposite strengths and weaknesses.
Capabilities this scenario exercises
A scenario may exercise one or more capabilities.
Personalized Practice
Changes subsequent practice according to the learner's demonstrated strengths and weaknesses, including across sessions
Benchmarks that use this scenario
A scenario has global identity and may be reused across benchmarks.
Quiz Generation
Which AI quiz tool turns study material into valid quizzes, and then grades, explains and tracks what the learner actually understood?