Coaching practices for Remove Redundant Explanation

Describe almost anything you are working through and IX Coach finds the practices whose real-world fit is closest. For Remove Redundant Explanation, these are the strongest matches in the current practice library.

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

• Every lesson restarts with the same foundational stuff I already know cold "so everyone’s on the same page," and sitting through the re-explanation actually scrambles me
• I keep piling caveats and qualifiers onto what I’m trying to say, and the more I add the more people misread me
• It all feels clear and connected in my head, but the second I try to actually write the explanation out the whole thing falls apart and I see how many steps I was just hand-waving over.
• This has slowly piled up with so many steps and features that it feels heavy, and I’m sure some of them are just there out of habit
• I’ve got two stories about why this happened and I keep flip-flopping

Practices that may help

1. Remove explanations the learner has already internalized
   Stop explaining what an expert already knows — redundant information adds cognitive load, not value.
   The Expertise Reversal Effect: When Help Becomes Harmful
2. Apply parsimony to your own communication
   Use the fewest words and concepts that carry the full meaning — not as brevity, but as clarity.
   Occam’s Razor: Prefer the Simpler Explanation
3. Occam’s Razor: Prefer the Simpler Explanation
   Occam’s Razor is the heuristic that, all else being equal, the explanation with fewer unnecessary assumptions is preferable. It does not guarantee correctness — the world is sometimes genuinely complex — but it guards against over-fitting, conspiracy thinking, and the cognitive overhead of maintaining elaborate theories.
4. 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?"
5. Eliminate
   Ask: what could be removed, simplified, or reduced without losing what makes this valuable?
   SCAMPER: A Systematic Creativity Technique
6. Count the assumptions each explanation requires
   When two explanations fit the facts, count how many unverified assumptions each one rests on.
   Occam’s Razor: Prefer the Simpler Explanation
7. 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
8. Trim model complexity
   Prefer the simplest model of a situation that still fits all the evidence.
   Occam’s Razor: Prefer the Simpler Explanation
9. Remove information that can be inferred once the concept is known
   Once a learner can process information independently, adding redundant support actually increases load rather than reduces it.
   Cognitive Load Theory: Learning Within Working Memory Limits
10. 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

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