Theory of Explanatory Depth

The value of an idea is proportional to the depth of understanding it generates. When you can't explain it further, you don't understand it enough. Explanatory depth is a primary signal for truth, robustness, and transfer.

Surface-level understanding creates fragile results. Depth creates leverage. This principle helps you build models that generalize, teach clearly, and survive new domains, stress, and time.

• Stopping at the first plausible story.
• Confusing description with explanation.
• Relying on authority instead of reasoning.
• Accepting jargon as understanding.
• Ignoring edge cases and counterexamples.

• Can I explain this in simpler terms?
• What is the first principle underneath?
• What would falsify this?
• How would I teach it to a beginner?
• Where does this explanation break?

↺ Test & Refine

Move iteratively from what is seen to what is true. Each level must be explainable before moving deeper.

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