Concept Mastery
84%
+3.2% growth
Mechanics cluster leading growth.
Expected · +5% in 14d
Progress IQ
Your living academic identity — Knowledge DNA across mastery, speed, retention, behaviour, and exam readiness.
92%Intelligence Score
Academic DNA Overview
Student Intelligence Score
Generated from thousands of learning interactions across videos, notes, mocks, revisions, and AI conversations.
DNA Evolution
Active
Weekly Growth
+4.2%
Monthly Growth
+11.8%
Lifetime Growth
+38.5%
Knowledge DNA
Student DNA · your digital academic identity
84%
Concept Mastery
82%
Accuracy Pattern
76%
Speed Index
72%
Retention Score
Learning Behaviour
Active recall first
Problem Solving Style
Visual → Formula
Consistency Index
79%
Learning Velocity
+12%/wk
Your accuracy improved by 12% this week
Skill Graph
Vector calculus and mechanics are high-growth clusters this week.
Mechanics ↑Calc applications ↑Organic watch
Concept Heatmap
Brighter cells = higher recent learning density
Knowledge DNA Structure
Interactive academic identity · score, growth, insight, expected lift
Retention Strength
78%
+1.4% growth
Spaced revision lifting Chemistry.
Expected · +4% in 21d
Accuracy Pattern
82%
+2.1% growth
Medium questions are your sweet spot.
Expected · +3% in 10d
Speed Index
76%
-0.8% growth
Long sessions slow decision time.
Expected · Stabilize with 45m blocks
Learning Consistency
79%
+2.6% growth
18-day streak reinforcing habits.
Expected · +2% if streak holds
Problem Solving
81%
+1.9% growth
Visual → formula path works well.
Expected · +4% with PYQ drills
Exam Readiness
82%
+3.5% growth
Mock accuracy trending upward.
Expected · Rank lift ~180
Learning Confidence
74%
+0.6% growth
Confidence lags mastery slightly.
Expected · +6% after 2 mocks
Curiosity Index
88%
+2% growth
High AI question volume on Physics.
Expected · Channel into weak Chem
Focus Stability
71%
-1.2% growth
Focus drops after 70 minutes.
Expected · Pomodoro restore +5%
DNA Evolution Timeline
How your intelligence profile evolved
Week 1
74
Baseline DNA locked
Week 2
79
Physics velocity surge
Week 3
85
Retention recovery
Week 4
89
Mock lift detected
Today
92
Peak intelligence score
Learning Personality
AI-identified styles that shape how you learn
Visual Learner
Strengths · Diagrams, FBDs, mind maps
Watch · Dense text-only notes
Optimize · Prefer Smart Notes visual summaries
Problem Solver
Strengths · Medium → hard transitions
Watch · Skipping foundations when rushed
Optimize · Warm up with 5 concept triggers
Deep Thinker
Strengths · Multi-step reasoning
Watch · Over-time on easy marks
Optimize · Time-box easy questions to 60s
Revision Driven
Strengths · Spaced recall adherence
Watch · First-pass speed
Optimize · Pair first-pass with rapid fire
Exam Strategist
Strengths · Mock calibration
Watch · Overfitting to last paper
Optimize · Rotate PYQ years deliberately
Concept Explorer
Strengths · AI conversations, curiosity
Watch · Scattered topic jumps
Optimize · Finish one genome branch before switching
Intelligence Radar
Concept · Retention · Speed · Accuracy · Revision · Problem Solving · Confidence · Reasoning
Concept Genome
Subject → Chapter → Topic → Concept · click a node
Newton's Laws
topic · learning
MasteryMistakesVideosStudy MaterialPYQsRevisionAI Explanation
● Mastered● Learning● Weak
Knowledge Dependency Graph
Weak foundations automatically highlight affected downstream concepts
AlgebraFunctions Risk cascade
Because Algebra is weak, Functions may underperform until foundations recover.
FunctionsCalculus Risk cascade
Because Functions is weak, Calculus may underperform until foundations recover.
CalculusPhysics Risk cascade
Because Calculus is weak, Physics may underperform until foundations recover.
Laws of MotionWork & Energy
ImpulseCollisions
Cognitive Performance
How your mind performs under load
Thinking Speed
1.8s
avg decision
Memory Retention
78%
7-day recall
Question Accuracy
82%
rolling
Decision Time
42s
medium Qs
Consistency
79%
day-to-day
Confidence
74%
self-rated
Improvement Rate
+4.2%
weekly
Learning Velocity
1.3×
cohort avg
Learning Behaviour Engine
Signals that shape personalization
Study Time
14.2h / wk
Focus Duration
48 min avg
Revision Frequency
4.1× / wk
Question Attempts
234 / wk
Video Completion
86%
AI Conversations
41
Book Reading
3.2h
Mock Tests
2 / wk
AI Pattern Detection
- You perform best in the morning (9–11 AM).
- Physics accuracy rises 11% after a revision session.
- Sessions longer than 70 minutes reduce accuracy.
- Organic Chemistry has the highest forgetting rate.
- You solve medium questions faster than easy warm-ups.
Hidden Potential
AI forecasts across your DNA
Fastest improving
Physics · Mechanics
Most difficult
Organic Mechanisms
Future strongest
Calculus applications
Likely to weaken
Electrostatics (14d)
Revision priority
Integration by Parts
Potential score lift
+48 projected marks
Academic Fingerprint
A unique constellation built from mastery, retention, accuracy, behaviour, consistency, problem solving, revision, and exam performance — your living academic identity.
MasteryRetentionAccuracyBehaviourConsistencyExam
Growth Projection
Forecast with confidence intervals across horizons
Next 7 days
Mastery 86%
Retention 80%
Accuracy 84%
Expected Rank #1120
Confidence interval ±4–6%
Next Month
Mastery 90%
Retention 85%
Accuracy 87%
Expected Rank #980
Confidence interval ±4–6%
Next Exam
Mastery 93%
Retention 88%
Accuracy 89%
Expected Rank #860
Confidence interval ±4–6%
Comparative Intelligence
Current Month
92
+8
Last Month
84
+5
Best Month
92
Peak
Achievement Timeline
Concept Mastered
Kinematics genome complete
2d ago
Retention Increased
+6% Chemistry recall
4d ago
Mock Test Improved
76% → predicted #980
5d ago
Accuracy Improved
+4% medium set
1w ago
Revision Completed
Thermodynamics cycle
1w ago
80%Learning Health
Knowledge Health
Apple Health–inspired learning wellness
Concept Health84%
Memory Health78%
Revision Health74%
Practice Health81%
Confidence Health74%
Future Intelligence
Knowledge DNA continuously evolves
Every learning interaction updates mastery, retention, learning behaviour, exam prediction, adaptive learning, and personalization — so DNA powers Study Material, Mock Tests, AI Tutor, Progress IQ, and Recommendations as one intelligence layer.
MasteryRetentionBehaviourExam PredictionAdaptive LearningPersonalization