learning-first-principles
Learning First Principles Analysis
Core Principle
The essence of learning is internal drive rather than external infusion:
| Level | Anti-pattern (Avoid) | Positive Pattern (Pursue) |
|---|---|---|
| Learning View | Relying on tutoring/external input | Self-learning driven |
| Methodology | Time-consuming/mechanical repetition | Induction & summary |
| Processing | Mechanical copying | Self-output |
| Output | Simple repetition | Expression restructuring |
| Expression | Formal/template-based | Logic-driven |
| Understanding | Stopping at theory | Practice verification |
Analysis Framework
When users provide learning content, methods, or plans, analyze from these dimensions:
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