Scenario definition · S107
The learner returns to the material later
A learner returns later and the next practice session uses retained performance history.
What this scenario means
This tests whether practice still adapts after a gap. A good system remembers earlier strengths and weaknesses, then changes the later session instead of treating the learner as new or using one fixed focus.
What we evaluate
- Whether the later session uses retained performance history rather than resetting the learner’s context.
- Whether the practice focus changes when earlier strengths and weaknesses differ.
- Whether the system avoids the same fixed practice focus regardless of prior performance.
◌Test-case detail. Exact wording, inputs, fixture state, expected output and detailed grading remain at the test-case level and may be withheld while the benchmark version is active. The scenario and its evaluation intent are public.
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?