===== 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}