Self-Improvement

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

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