Frequently asked questions about thinking, epistemology, and cognitive tools. 1431 answers
Select one schema you hold with high confidence — a belief about how something works in your life, your team, or your field. Write it as a falsifiable claim: 'I believe [X] because [Y], and if [Z] happened, it would prove me wrong.' Then identify one observable test you could run in the next seven.
Treating emotional conviction as evidence of validity. The failure pattern is: the schema feels true, you have held it for a long time, important decisions rest on it, therefore it must be correct. This is the unfalsified-hypothesis trap — a schema that has never been tested but has accumulated so.
An untested schema is a hypothesis not knowledge.
If no possible observation could prove your schema wrong it is not a useful model.
If no possible observation could prove your schema wrong it is not a useful model.
If no possible observation could prove your schema wrong it is not a useful model.
Select three schemas you currently hold — about yourself, your work, or your field. For each one, write down the specific observation that would prove it wrong. If you cannot name a concrete falsifier, the schema is unfalsifiable in its current form. Rewrite it as a falsifiable claim: state it.
Confusing emotional attachment with empirical support. The most dangerous unfalsifiable schemas are not abstract philosophical claims — they are personal beliefs that feel true because you have held them for years. "I am not a creative person." "People like me do not succeed in that field." "I.
If no possible observation could prove your schema wrong it is not a useful model.
Create specific tests that would show you if your mental model is accurate.
Create specific tests that would show you if your mental model is accurate.
Pick one belief you hold about how something works — your learning process, your team's behavior, your market, your habits. Write it as a falsifiable prediction: 'If [schema] is true, then [observable outcome] should happen when [specific condition].' Design the smallest experiment you could run.
Designing experiments that can only confirm what you already believe. If every possible outcome 'proves' your schema, you haven't designed an experiment — you've designed a ritual. The hardest part of experiment design is specifying, in advance, what result would make you update your model.
Create specific tests that would show you if your mental model is accurate.
If your schema is correct it should make accurate predictions about what will happen next.
If your schema is correct it should make accurate predictions about what will happen next.
Select one schema you currently hold about a person, a system, or a recurring situation. Write down three specific, observable predictions that this schema implies. Be concrete: what will happen, when, under what conditions. Then observe. Over the next week, track which predictions are confirmed,.
Generating only predictions your schema cannot fail. This is the confirmation trap applied to prediction: you unconsciously choose predictions that are so vague or so likely to come true regardless that they cannot disconfirm your model. "I predict she will say something in the meeting" is not a.
If your schema is correct it should make accurate predictions about what will happen next.
When your prediction is wrong you have learned something about where your schema is off.
When your prediction is wrong you have learned something about where your schema is off.
When your prediction is wrong you have learned something about where your schema is off.
Unusual or extreme situations reveal where your schema breaks down.
Unusual or extreme situations reveal where your schema breaks down.