Coaching practices for Verbal vs Numerical Probability
Describe almost anything you are working through and IX Coach finds the practices whose real-world fit is closest. For Verbal vs Numerical Probability, these are the strongest matches in the current practice library.
Does this sound like the set of challenges you might be facing?
- I throw around words like “probably” and “pretty likely” and they mean nothing
- I slap a confident-sounding percentage on things I genuinely have no basis to estimate, just to seem rational
- A scenario laid out as a vivid story grips me, but the moment I’d try to say it plainly
- I keep treating this choice like I can run the numbers on it, but the honest truth is nobody actually knows the odds here
- I keep playing out this decision in my head as if there’s just one way it goes
Practices that may help
- Think and communicate in explicit probabilities
Replace vague language ("probably," "likely") with numerical probabilities.
Superforecasting - Distinguish uncertainty (quantifiable) from ignorance (unquantifiable)
Know when you can assign a probability and when the situation is so novel that a number would be fabricated.
Calibration Training - Strip the narrative and restate as a bare frequency claim
Translate the vivid scenario into a dry statistical question to see if it still feels probable.
The Conjunction Fallacy — When "More Details" Feels More Likely - Distinguish risk from ambiguity before reacting
Label whether you’re facing known odds or genuinely unknown odds — the right tool depends on the answer.
Ambiguity Aversion — Why Unknown Odds Feel Worse Than Bad Odds - Enumerate scenarios and their probabilities before deciding
Write down each meaningful outcome, assign a probability, and compute the weighted total.
Expected Value Thinking: Deciding Under Uncertainty - Think in probabilities, not certainties
Replace "I think this will happen" with "I think there is a 70% chance this will happen."
Thinking in Bets - Beware false precision in forecasts and models
Treat any precise probability or quantitative forecast with explicit suspicion about whether the model fits the domain.
The Ludic Fallacy: When You Mistake Real Life for a Game - Estimate in ranges, not point estimates
Instead of "my estimate is 500," say "I think it is between 200 and 2000."
Fermi Estimation - Always identify the denominator when evaluating risk or success
When a number or story is striking, ask: "Out of how many total cases?"
Base-Rate Neglect: Why We Ignore the Odds - Adjust raw expected value for risk aversion on large stakes
A 50% chance of losing everything is not equivalent to a certain 50% loss — adjust for your actual risk tolerance.
Expected Value Thinking: Deciding Under Uncertainty
Related concerns
- When Ambiguity Aversion Distinguish Risk From Ambiguity
Label whether you’re facing known odds or genuinely unknown odds — the right tool depends on the answer.
Distinguish risk from ambiguity before reacting
- Expressing Uncertainty
Know when you can assign a probability and when the situation is so novel that a number would be fabricated.
Distinguish uncertainty (quantifiable) from ignorance (unquantifiable)
- Frequency Vs Probability
When an event feels common or rare, look up how often it actually happens.
Check the actual base rate before trusting your intuitive estimate
- How To Express Uncertainty
Know when you can assign a probability and when the situation is so novel that a number would be fabricated.
- How To Avoid Probability Mistakes
Assign explicit probability estimates to your predictions and track whether they come true at the right rate.
Practice probabilistic calibration by tracking your predictions
- How To Express Uncertainty In A Relationship
Explicitly remind your partner of your love, commitment, and investment in the relationship.
Give regular assurances of commitment
Describe your situation in your own words to search the complete practice library.