Coaching practices for Source Independent Reasoning
Describe almost anything you are working through and IX Coach finds the practices whose real-world fit is closest. For Source Independent Reasoning, these are the strongest matches in the current practice library.
Does this sound like the set of challenges you might be facing?
- My reasons feel airtight from inside my own head, but I can’t tell how much of that is just me being on my own side
- I’m about to reason through something where, honestly, I already badly want one particular answer to be true
- If I’m honest, I knew where I was going to land before I’d looked at anything
- I notice I believe things mostly based on who said them
- There are a couple of answers here that would be genuinely uncomfortable or embarrassing for me to land on
Practices that may help
- Apply the outsider test: how would this look to a neutral observer?
Ask how a detached, well-informed stranger would evaluate your belief or decision.
The Scout Mindset - Distinguish directional from accuracy goals before you start
Before reasoning about something, ask whether you are trying to reach a specific answer or the correct one.
Motivated Reasoning - Motivated Reasoning
Motivated reasoning, studied extensively by Ziva Kunda and others, is the tendency to reason toward a conclusion you want to reach rather than wherever the evidence leads. It is not conscious deception — the brain generates genuinely felt arguments for the preferred conclusion. Detection and structured debiasing techniques reduce but do not eliminate it; awareness alone is insufficient. - Catch yourself working backward from a conclusion
Notice when the conclusion appeared before the evidence — and treat that as a red flag.
Motivated Reasoning - Evaluate the argument structure, not the source
Map the logic and evaluate it independently of who made the argument.
Argument Mapping - Set the constraint: what conclusions would you not accept?
Pre-define which conclusions would be embarrassing, then monitor whether your reasoning is steering away from them.
Motivated Reasoning - Apply the double-standard check: would I accept this reasoning if it pointed the other way?
Test whether you are holding your team’s arguments to a lower bar than the other side’s.
The Scout Mindset - Check whether a third option is changing your view of the original two
If a new option makes you change your preference between existing options, ask whether the new option should have that power.
The Decoy Effect — How an Irrelevant Option Changes Your Choice - Apply Socratic questioning to your own thinking (not just others’)
Use the same question types on your own beliefs that you would use to probe someone else’s.
Socratic Questioning - Build a library of cases and reason from them
Accumulate a diverse set of cases with known outcomes, and retrieve structurally similar ones when facing a new problem.
Analogical Reasoning
Related concerns
- Unbiased Reasoning
Motivated reasoning, studied extensively by Ziva Kunda and others, is the tendency to reason toward a conclusion you want to reach rather than wherever the evidence leads. It is not conscious deception — the brain generates genuinely felt arguments for the preferred conclusion. Detection and structured debiasing techniques reduce but do not eliminate it; awareness alone is insufficient.
- Consistent Reasoning Standards
Before reasoning about something, ask whether you are trying to reach a specific answer or the correct one.
Distinguish directional from accuracy goals before you start
- Explain Your Reasoning
Notice when the conclusion appeared before the evidence — and treat that as a red flag.
Catch yourself working backward from a conclusion
- How To Check Your Reasoning
Notice when the conclusion appeared before the evidence — and treat that as a red flag.
- How To Detect Motivated Reasoning
Motivated reasoning, studied extensively by Ziva Kunda and others, is the tendency to reason toward a conclusion you want to reach rather than wherever the evidence leads. It is not conscious deception — the brain generates genuinely felt arguments for the preferred conclusion. Detection and structured debiasing techniques reduce but do not eliminate it; awareness alone is insufficient.
- Authority Bias Reasoning
Deliberately generate the case for the conclusion you are not reaching.
Consider the opposite before finalizing a judgment
Describe your situation in your own words to search the complete practice library.