Coaching practices for Because I Can Explain Exactly Why Something Would Happen I Treat it as Likely to Happen but Understanding the Mechanism and Knowing How Often it Actually Fires Are Two Different Things and I Keep Collapsing Them Into One
Describe almost anything you are working through and IX Coach finds the practices whose real-world fit is closest. For Because I Can Explain Exactly Why Something Would Happen I Treat it as Likely to Happen but Understanding the Mechanism and Knowing How Often it Actually Fires Are Two Different Things and I Keep Collapsing Them Into One, these are the strongest matches in the current practice library.
Does this sound like the set of challenges you might be facing?
- Because I can explain exactly why something would happen, I treat it as likely to happen
- I’ve got two stories about why this happened and I keep flip-flopping
- I was sure I understood how this works, but the second I actually try to walk through it out loud
- 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
- When two things fit together neatly in my head, I treat the whole package as more likely than either piece alone
Practices that may help
- Explicitly distinguish coherence from probability
A story can be internally consistent and still be rare — learn to separate "makes sense" from "likely."
The Conjunction Fallacy — When "More Details" Feels More Likely - 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 - Explain the mechanism, not the function
When you think you understand something, try to explain how it works step-by-step — not just what it does.
Illusion of Explanatory Depth: You Know Less Than You Think - 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 - Test each component probability separately
Before judging a joint claim, estimate each element on its own, then check whether the conjunction is lower.
The Conjunction Fallacy — When "More Details" Feels More Likely - 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 - Trim model complexity
Prefer the simplest model of a situation that still fits all the evidence.
Occam’s Razor: Prefer the Simpler Explanation - Consult an outside observer to counteract narrative pull
Describe the scenario to someone who doesn’t share your narrative context and listen to their probability estimate.
The Conjunction Fallacy — When "More Details" Feels More Likely - Anchor on base rates before adding details
Start with how common the outcome is in the relevant population, then update — don’t start with the story.
The Conjunction Fallacy — When "More Details" Feels More Likely - 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
Related concerns
- Conjunction Error Probability
Before judging a joint claim, estimate each element on its own, then check whether the conjunction is lower.
Test each component probability separately
- Illusion Of Explanatory Depth You Know Less Than You Think During A Big Change
The illusion of explanatory depth (IOED), documented by Rozenblit and Keil, is the systematic overestimation of how deeply you understand everyday mechanisms — devices, policies, biological processes. Most people believe they can explain how a toilet or a zipper works until asked to actually explain it, at which point their understanding collapses. The illusion is broken by requiring explanation at the mechanistic level rather than the narrative level.
- Illusion Of Explanatory Depth You Know Less Than You Think During Conflict
The illusion of explanatory depth (IOED), documented by Rozenblit and Keil, is the systematic overestimation of how deeply you understand everyday mechanisms — devices, policies, biological processes. Most people believe they can explain how a toilet or a zipper works until asked to actually explain it, at which point their understanding collapses. The illusion is broken by requiring explanation at the mechanistic level rather than the narrative level.
- When Illusion Of Explanatory Depth Expert Comparison Understanding
After explaining a concept yourself, compare your explanation to an expert’s and locate the differences.
Expert-explanation comparison
- Coherence Vs Probability
A story can be internally consistent and still be rare — learn to separate "makes sense" from "likely."
Explicitly distinguish coherence from probability
- Conjunction Fallacy Practice
Before judging a joint claim, estimate each element on its own, then check whether the conjunction is lower.
Describe your situation in your own words to search the complete practice library.