PROTOTYPE DATA — Illustrative visualization for demonstration purposes
Real telemetry aggregation pending IRB approval and data collection pipeline
Research Telemetry Dashboard
Nagarjuna Quantum Reflections — IKS-AI Conference 2026 Academic Evaluation Data
Total Sessions
847
Avg Session
12.4m
per user
Verse Views
5,231
Pilot Period
Cycle 2–3
Nov 2025 – Mar 2026
Common Misconception Resolution Rates
Śūnyatā = Nihilism89% resolved
Quantum analogies = metaphysical identity76% resolved
Emptiness = nothingness94% resolved
"Resolved" = learner correctly answered advanced quiz item distinguishing śūnyatā from nihilism/quantum mysticism.
| Verse | Views | Avg Time | Quiz Pass % |
|---|---|---|---|
| 1.1Four-Fold Negation | 423 | 8.2m | 81% |
| 1.10Emptiness Enables Dependence | 387 | 9.1m | 74% |
| 24.18The Grand Equation | 352 | 11.3m | 68% |
| 1.13Mutual Emptiness | 318 | 9.7m | 77% |
| 1.8Emptiness of Object Condition | 291 | 8.9m | 72% |
🌱 Seed Tier
79%
Pass rate across 1,203 attempts
🌿 Sprout Tier
64%
Pass rate across 891 attempts
🌳 Tree Tier
48%
Pass rate across 534 attempts
Animated vs Text-Only Verse Engagement Comparison
Avg Time on Page
Text-Only
2.1m
Animated 3D
4.8m
2.3×
lift
FAQ Expansion Rate
Text-Only
34%
Animated 3D
61%
1.8×
lift
Quiz Attempt Rate
Text-Only
28%
Animated 3D
53%
1.9×
lift
*Animated verses = Chapters 1–7 (with full ATOM 3D animation). Text-only = Chapters 8–14 (Cycle 1). Controlled comparison is a planned future study.