🤖 Phase 20 — AI Personal Tutor
Personalized learning support based on student performance: weak-topic detection, doubt support, step-by-step explanations, study planning and daily practice recommendations.
Student Weak Topics
Priorities are derived from the deterministic demo performance profile.
| Priority | Subject | Topic | Accuracy | Reason |
|---|---|---|---|---|
| High | Chemistry | Organic Chemistry | 58% | Accuracy is below target and recent practice shows repeated concept errors. |
| Medium | Physics | Mechanics | 66% | Concepts are improving, but speed and consistency need practice. |
| Medium | Biology | Human Physiology | 79% | Mostly stable; short revision and active recall can raise accuracy. |
How the Tutor Uses Weak Topics
Low-accuracy topics receive more practice time, focused explanations and targeted question sets. Stable topics receive shorter maintenance practice.