
Learning & decisionsOussama Ammar
Use models without obeying them
A useful model helps you see reality; it does not replace reality.
History, authority, and identity are common substitutes for judgment. A past company succeeded under particular conditions. A respected person spoke from a particular context. Your company label does not decide what you must do next.
Use these sources to generate questions. Then check the conditions of your own decision. Neither automatic agreement nor automatic rejection demonstrates independence. Clear thinking requires reasons that fit the actual situation.
Keep several simple habits in mind:
- Separate observed facts from assumptions.
- Identify what you know well and what you do not.
- Consider later consequences as well as immediate results.
- Compare possible outcomes and their likelihood.
- Ask how the decision could fail.
- Prefer a simpler explanation when it explains the same evidence.
- Consider error before you assume hostile intent.
- Leave a margin for uncertainty.
You can also use a thought experiment. Imagine a possible situation and examine what would follow. This can expose assumptions without requiring an immediate real-world commitment. It does not establish that the imagined result will occur.
Your frame of reference affects what you notice. Someone in another position can see a different part of the same problem. Compare those perspectives before treating your own view as complete.
Direction matters as much as activity. Fast work creates little progress when it moves away from the goal. Examine what changed in the result, not only how much effort the activity required.
Adaptation can be necessary just to keep your position. A method that works while conditions are stable can lose effectiveness when customers or competitors change. Continued learning protects more than future growth.
A feedback loop exists when a result changes what happens next in the same process. Some loops reinforce a change. Others limit or counter it. Look at the repeated effect rather than treating each result as isolated.