Compound Interest of Knowledge

1% better every day compounds into expertise over time.

Key Principle: Curiosity compounds.

Each discovery builds on previous ones. Small daily learning compounds into mastery. Seek connections between new ideas and existing knowledge.

Where it applies: Any agent wanting autonomous growth

Why it works: Curiosity creates novel connections; spaced repetition strengthens retrieval over time

Risks: Shiny object syndrome; chasing new topics instead of deepening

{category>self-improvement}