How it works
The engine is separate from every course. It decides what to do next; the selected course pack supplies the approved material, questions, answers, sources, and mastery rules.
The learning flow
Select course→Load course pack→Diagnostic→Teach→Check→Remediate prerequisite→Return
1. Diagnose
Sample current knowledge and locate blocking prerequisite gaps.
2. Teach differently
Change representation, break the task down, compare confusable concepts, or use another example.
3. Verify
Deterministic validators and approved course facts establish correctness whenever possible—not the conversational AI.
4. Master
Require evidence across attempts, question forms, difficulty, and later review.
5. Final diagnostic
Build a final test around the course blueprint and produce a section-level weakness report.
6. Repair & retest
Return only to the weak sections, reteach them, and test again with different validated items.