Coaching practices for How to Calibrate Your Explanation

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Does this sound like the set of challenges you might be facing?

• Every time my explanation falls apart, I quietly tell myself "well, I never really thought I knew that anyway"
• I’ve written out my own best explanation of this, and now I want to hold it up against how a real expert explains the same thing
• I make calls about how things will go all the time, but I never write them down or check them after
• I can get to the right answer but the second someone asks me to explain why I did it that way, I go blank
• When I explain my work it’s all so obvious in my own head that I’m genuinely baffled when people look lost

Practices that may help

1. Pre-explanation rating with commitment
   Rate your understanding before attempting to explain — not after — and record the number.
   Illusion of Explanatory Depth: You Know Less Than You Think
2. Calibration Training
   Calibration training teaches you to match your stated confidence levels to your actual accuracy: if you say "70% confident," roughly 70% of those claims should turn out to be correct. Tetlock’s forecasting research and probability training studies show calibration is trainable with practice and feedback — the evidence here is specific and replicable.
3. Expert-explanation comparison
   After explaining a concept yourself, compare your explanation to an expert’s and locate the differences.
   Illusion of Explanatory Depth: You Know Less Than You Think
4. Score your own past predictions to calibrate your outside-view use
   Keep a forecast log and score it — you cannot improve calibration without feedback on where you were over- or under-confident.
   The Outside View
5. Articulation prompts
   Ask learners to explain their reasoning before, during, and after a task to surface and strengthen tacit knowledge.
   Cognitive Apprenticeship: Learning by Making Thinking Visible
6. Take the tap test before you present
   Literally tap out a melody and notice how obvious it is to you — but invisible to listeners.
   The Curse of Knowledge: Why Experts Struggle to Teach
7. Write the explanation, do not just think it
   Put the "why" in writing so vague mental hand-waving cannot pass as understanding.
   Elaborative Interrogation: Ask "Why Is This True?"
8. Third-party explanation test
   Explain the concept to a person who knows nothing about it and let their questions expose your gaps.
   Illusion of Explanatory Depth: You Know Less Than You Think
9. Maintain a scored prediction log
   Record predictions with explicit probabilities and score them when they resolve.
   Calibration Training
10. Build calibration reps with low-stakes trivia and almanac questions
    Use factual trivia questions as a practice ground for calibration — outcomes resolve immediately and the stakes are zero.
    Calibration Training

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