← Back to Visual Frameworks

#0013 Knowledge Compound Interest

Scattered trivia vs foundational learning

Knowledge Compound Interest

Without foundations, you collect disconnected facts. With deliberate learning paths, each concept unlocks 3 more.

Isolated fact
Connected concept
Knowledge edge
Scattered Learning
Session 5YouFacts don't connect
75
facts memorized
45 retained (40% decay)
Foundational Learning
Session 5YouEach concept → 3 more outward
364
concepts connected
1092 connection points
Foundational learning: 4.9x more concepts
The Trivia Trap

You memorize 75 facts, but they float alone— disconnected neurons with no pathways between them. Without structure, ~40% fade away. No foundation means no compound growth.

The Outward Expansion

Start with one core concept at center. Each study session, every concept spawns 3 new connected concepts outward. After 5 sessions: 364 interconnected triangles forming a web of knowledge that expands in all directions.

Increase study sessions to see the exponential divergence. At session 7: 105 scattered facts vs 3,280 connected concepts.