五维学习法
How to become an expert in any field, fast.
The framework: 5 dimensions of learning, each with its own method.
The 5 Dimensions
1. 巨人思维 (Giant's Thinking) — Learn from people who've already done it.
- 巨人轨迹: Trace the path of experts. Don't reinvent the map.
- 主题阅读: Read multiple sources on the same topic to triangulate truth.
2. 熵减思维 (Entropy Reduction) — Bring order to complexity.
- 分类思维: Categorize what you learn. Unstructured knowledge decays.
- 结构思维: Build mental frameworks. A schema makes new info stick.
3. 查漏补缺 (Gap Filling) — Find and close the holes.
- 费曼学习法: Teach it simply. If you can't explain it clearly, you don't know it.
4. 行动思维 (Action) — Learn by doing, not just reading.
- 动态学习: Apply as you learn. Side projects, experiments, real usage.
- 刻意练习: Deliberate practice on weak spots, not just what you're already good at.
- 第一原理思维: Break things down to fundamentals. Build understanding from ground up.
5. 简化体系 (Simplification) — Compress what you know into portable mental models.
How I apply this
When learning a new technology:
- Find 2–3 senior engineers who use it well (巨人轨迹) — watch talks, read their blog posts
- Read the official docs + one community guide to triangulate (主题阅读)
- Build something small with it immediately (动态学习)
- Try to explain it to someone else or write it here (费曼)
- Identify the 20% of knowledge that covers 80% of use cases — simplify to that (简化体系)
Reference
- 前瞻网 original article
- The Feynman Technique — Cal Newport writeup
- Deliberate Practice — K. Anders Ericsson (1993) — the science behind 刻意练习
- Make It Stick: The Science of Successful Learning — Brown, Roediger, McDaniel (2014) — backs up 查漏补缺 and spaced retrieval