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Turn textbook pages into structured diagnostic concepts, review tailored questions, and spot class-wide weak areas before exam day.
NCERT_Class10_Math_Ch3_LinearEquations.pdf
18 Pages parsed • 4,820 words • 14 figures indexed
Extracted Concept Nodes (Class 10 • Mathematics)
Need to add custom curriculum standards? Upload CBSE, ICSE, or State frameworks directly.
OCR Syllabus Parsing
Extract formulas, diagrams, and step-by-step proofs directly from uploaded textbook images.
Socratic AI Guardrails
Ensure AI Tutor responses stay bounded to current grade standards without answering exam questions outright.
Multi-Format Generators
Create MCQs, Assertion-Reason, and Case-Based reasoning questions in under 30 seconds.
School Admin Rollup
Aggregate mastery indices across multiple classes, campuses, and academic terms seamlessly.
Ready to pilot LearnLens in your department?
Test the curriculum parser, question review workflow, and weakness telemetry with your own class rosters.
See where your class is getting stuck
Find shared misconceptions across your cohort and turn error patterns into a ready-to-teach 15-minute review.
Over 50% of the class made identical reasoning errors on these three concepts:
Electromagnetic Induction – Lenz's Law
Common error: Confusing magnetic flux direction with induced current flow
Rotational Dynamics – Moment of Inertia
Common error: Applying linear mass equations instead of angular radius squared
Electric Flux & Gauss's Theorem
Common error: Omitting surface normal vector in non-symmetric boundaries
Show magnet moving through copper coil; have students predict galvanometer deflection direction.
Project Question 7. Explain why 58% mistakenly chose flux direction instead of oppose-cause principle.
Auto-generate targeted variant questions to confirm mastery recovery.
10-minute visual vector simulation
Pair problem solving with guided cues
Autonomous multi-step challenge problems
Creates interactive slides, student grouping sheets, and a 3-question exit retest.
| Concept & Topic | Mastery Tier | Class Score | Primary Mistake Reason / Distractor | Distractor Rate | Actions |
|---|---|---|---|---|---|
Electromagnetic Induction – Lenz's Law Physics | Needs Attention | 44% | Confusing magnetic flux direction with induced current flow | 58%of mistakes | |
Rotational Dynamics – Moment of Inertia Physics | Needs Attention | 52% | Applying linear mass equations instead of angular radius squared | 47%of mistakes | |
Electric Flux & Gauss's Theorem Physics | Needs Attention | 58% | Omitting surface normal vector in non-symmetric boundaries | 41%of mistakes | |
Ohm's Law & Internal Resistance Physics | Developing | 78% | Forgetting voltage drop across internal cell resistance | 22%of mistakes | |
Kirchhoff's Junction & Loop Rules Physics | Developing | 83% | Sign convention mistakes in counter-clockwise mesh analysis | 18%of mistakes | |
Capacitance in Series and Parallel Physics | Mastered | 94% | Inverting reciprocal sums on parallel capacitor pairs | 5%of mistakes |