Bring a situation. Follow what happened to your attention.
You can use the Normal-Model Framework to examine a past decision, think through a present concern or explore a situation that may arise in the future. The purpose is not to prove that your judgment was right or wrong. It is to make the path more visible: What did you notice? What did you make of it? When did you decide you knew enough? What did you do? And what did the outcome genuinely teach you? Choose one specific situation and work through the five stages: Detection → Evaluation → Commitment → Action → Learning There are no required answers. “I don’t know” may reveal something important.Choose a situation
Start with something in which: • something caught your attention; • you sensed that something was not quite right; • you had to make a judgment with incomplete information; • you acted, waited or decided not to act; • the outcome surprised you; or • you want to understand why different people judged the same situation differently. Describe the situation in one or two sentences. Try not to explain it yet. What happened?1. Detection
What differed from normal? Before something can be judged, it must first enter attention. Ask: • What did I expect to happen? • What appeared normal at the time? • What differed from that expectation? • What exactly snagged me? • Was it a word, sound, look, feeling, measurement, absence, inconsistency or pattern? • Did the signal arrive suddenly or build gradually? • Did anyone else notice it? • What might another person have noticed that I did not? Now try to complete this sentence: I expected __________, but I noticed __________. What passed without attention? Not everything available in the situation could be noticed. Ask: • What was present but did not snag me? • What had become too familiar to attract attention? • What information was unavailable? • What was outside my experience or resolution? • What else was competing for my attention? Do not assume that what you noticed was the only relevant signal.2. Evaluation
What did you think the difference meant? A signal does not arrive carrying its correct interpretation. You construct a representation from it. Ask: • What was my first explanation? • What other explanations were possible? • What evidence supported each one? • What did I know directly? • What did I infer? • What did I assume? • Was I treating coincidence as a pattern? • Was I fitting the situation into a familiar category too quickly? • What information would have changed my representation? Try to distinguish: What happened from what I thought it meant. What was your unit of judgment? Words such as good, bad, safe, risky, successful, likelyand important depend upon a comparison. Ask: • Good relative to what? • Risky compared with what? • Better for whom? • Over what period? • What was I trying to protect, achieve or avoid? • What unit was I using to judge the situation? • Would another unit produce a different judgment? Complete this sentence: I was judging the situation mainly in terms of __________. What resources were involved? Attention and investigation are not free. Ask: • How much time did I have? • What information could I realistically obtain? • What effort, money or opportunity would further investigation require? • What other demands were competing for the same resources? • What were the possible costs of being wrong?3. Commitment
When was the representation good enough? A decision rarely requires complete certainty. It requires enough confidence for the next step. Ask: • What decision actually had to be made? • How certain did I need to be? • What threshold did I use? • Was that threshold deliberate or merely felt? • Did the stakes justify a higher threshold? • Was the proposed action reversible? • Could I take a small next step rather than make a complete commitment? • What would have justified waiting? • What would have justified acting immediately? Complete this sentence: I decided I knew enough to __________ because __________. What remained uncertain? Do not remove uncertainty retrospectively simply because you now know the outcome. Ask: • What did I still not know at the moment of commitment? • Which alternatives remained possible? • What could not reasonably have been known? • Was I confident in the evidence—or merely under pressure to decide? • Did familiarity feel like certainty? A defensible decision can still contain substantial uncertainty.4. Action
What did you commit? Action is not limited to visible movement. You may have: • acted immediately; • investigated further; • asked someone else; • delegated; • waited and monitored; • deliberately ignored the matter; • continued with the existing plan; or • failed to make a deliberate choice. Ask: • What did I actually do? • What resources did I commit? • What alternatives did I give up? • Who else was affected? • Who owned the next decision? • Was waiting an active choice or simply an absence of action? • Did my action match my level of confidence? • What would have happened if I had done nothing? Complete this sentence: I committed __________ because I judged it better than __________. Then ask: Better in what sense?5. Learning
What happened next? Describe the outcome separately from your judgment of it. Ask: • What happened? • What did not happen? • What surprised me? • Which parts of my representation were supported? • Which parts were challenged? • What remains unknown? Was it a good decision—or merely a good outcome? The outcome matters, but it does not tell you everything about the quality of the original decision. A poor decision can produce a favourable outcome. A reasonable decision can produce an unfavourable one. Ask: • Was the decision reasonable given what was available at the time? • Am I judging it using information that became available only later? • Did luck or coincidence influence the result? • Could the same decision produce a different outcome next time? • Am I rewarding success without understanding its cause? • Am I rejecting a sound process merely because the outcome was bad? What should be written back? Learning changes the model that will shape future noticing and judgment. Ask: • What should I notice sooner next time? • What difference should now carry more weight? • What should I be less sensitive to? • Does my model of normal need to change? • Should my confidence threshold change? • Do I need another example before changing anything? • What would be dangerous to conclude from this single outcome? • What question remains open? Complete this sentence: Next time, I will be more likely to notice __________ and less likely to assume __________.Change the perspective
Now examine the same situation from another receiver’s position. Choose someone else involved and ask: • What was normal from their perspective? • What could they detect that I could not? • What did I know that they did not? • What unit were they using? • What did “better” mean to them? • What resources or constraints shaped their judgment? • What threshold did they need before acting? • What might my behaviour have signalled to them? You do not need to agree with their judgment. The purpose is to reconstruct how a different judgment may have become reasonable from a different representation.Change one condition
Keep the situation the same but change one element: • less time; • more reliable evidence; • higher stakes; • a reversible action; • a different objective; • a more experienced receiver; • a lower cost of investigation; • responsibility assigned to someone else. Would the same decision still be good enough? This helps reveal which features of the situation were carrying the judgment.Your NMF summary
Complete the five statements: Detection I expected __________, but __________ snagged me. Evaluation I represented this as __________, although __________ remained possible. Commitment I judged that I knew enough to __________ because __________. Action I committed __________ and gave up or delayed __________. Learning The outcome suggests __________, but it does not establish __________. Read the five statements together. They provide a compact representation of how the situation moved from difference to learning.What NMF does not provide
NMF does not tell you what the correct answer is. It cannot determine whether your evidence is accurate, calculate risk, replace specialist expertise or guarantee a good outcome. It gives you a structure for examining your own path through a situation. Its value lies in the questions it makes available: What became visible? What remained outside the representation? What made the next step good enough? What was placed at stake? And what should genuinely change because of what happened?
Try NMF
© Normal-Model Framework - 2026
Bring a situation. Follow what
happened to your attention.
You can use the Normal-Model Framework to examine a past decision, think through a present concern or explore a situation that may arise in the future. The purpose is not to prove that your judgment was right or wrong. It is to make the path more visible: What did you notice? What did you make of it? When did you decide you knew enough? What did you do? And what did the outcome genuinely teach you? Choose one specific situation and work through the five stages: Detection → Evaluation → Commitment → Action → Learning There are no required answers. “I don’t know” may reveal something important.Choose a situation
Start with something in which: • something caught your attention; • you sensed that something was not quite right; • you had to make a judgment with incomplete information; • you acted, waited or decided not to act; • the outcome surprised you; or • you want to understand why different people judged the same situation differently. Describe the situation in one or two sentences. Try not to explain it yet. What happened?1. Detection
What differed from normal? Before something can be judged, it must first enter attention. Ask: • What did I expect to happen? • What appeared normal at the time? • What differed from that expectation? • What exactly snagged me? • Was it a word, sound, look, feeling, measurement, absence, inconsistency or pattern? • Did the signal arrive suddenly or build gradually? • Did anyone else notice it? • What might another person have noticed that I did not? Now try to complete this sentence: I expected __________, but I noticed __________. What passed without attention? Not everything available in the situation could be noticed. Ask: • What was present but did not snag me? • What had become too familiar to attract attention? • What information was unavailable? • What was outside my experience or resolution? • What else was competing for my attention? Do not assume that what you noticed was the only relevant signal.2. Evaluation
What did you think the difference meant? A signal does not arrive carrying its correct interpretation. You construct a representation from it. Ask: • What was my first explanation? • What other explanations were possible? • What evidence supported each one? • What did I know directly? • What did I infer? • What did I assume? • Was I treating coincidence as a pattern? • Was I fitting the situation into a familiar category too quickly? • What information would have changed my representation? Try to distinguish: What happened from what I thought it meant. What was your unit of judgment? Words such as good, bad, safe, risky, successful, likelyand important depend upon a comparison. Ask: • Good relative to what? • Risky compared with what? • Better for whom? • Over what period? • What was I trying to protect, achieve or avoid? • What unit was I using to judge the situation? • Would another unit produce a different judgment? Complete this sentence: I was judging the situation mainly in terms of __________. What resources were involved? Attention and investigation are not free. Ask: • How much time did I have? • What information could I realistically obtain? • What effort, money or opportunity would further investigation require? • What other demands were competing for the same resources? • What were the possible costs of being wrong?3. Commitment
When was the representation good enough? A decision rarely requires complete certainty. It requires enough confidence for the next step. Ask: • What decision actually had to be made? • How certain did I need to be? • What threshold did I use? • Was that threshold deliberate or merely felt? • Did the stakes justify a higher threshold? • Was the proposed action reversible? • Could I take a small next step rather than make a complete commitment? • What would have justified waiting? • What would have justified acting immediately? Complete this sentence: I decided I knew enough to __________ because __________. What remained uncertain? Do not remove uncertainty retrospectively simply because you now know the outcome. Ask: • What did I still not know at the moment of commitment? • Which alternatives remained possible? • What could not reasonably have been known? • Was I confident in the evidence—or merely under pressure to decide? • Did familiarity feel like certainty? A defensible decision can still contain substantial uncertainty.4. Action
What did you commit? Action is not limited to visible movement. You may have: • acted immediately; • investigated further; • asked someone else; • delegated; • waited and monitored; • deliberately ignored the matter; • continued with the existing plan; or • failed to make a deliberate choice. Ask: • What did I actually do? • What resources did I commit? • What alternatives did I give up? • Who else was affected? • Who owned the next decision? • Was waiting an active choice or simply an absence of action? • Did my action match my level of confidence? • What would have happened if I had done nothing? Complete this sentence: I committed __________ because I judged it better than __________. Then ask: Better in what sense?5. Learning
What happened next? Describe the outcome separately from your judgment of it. Ask: • What happened? • What did not happen? • What surprised me? • Which parts of my representation were supported? • Which parts were challenged? • What remains unknown? Was it a good decision—or merely a good outcome? The outcome matters, but it does not tell you everything about the quality of the original decision. A poor decision can produce a favourable outcome. A reasonable decision can produce an unfavourable one. Ask: • Was the decision reasonable given what was available at the time? • Am I judging it using information that became available only later? • Did luck or coincidence influence the result? • Could the same decision produce a different outcome next time? • Am I rewarding success without understanding its cause? • Am I rejecting a sound process merely because the outcome was bad? What should be written back? Learning changes the model that will shape future noticing and judgment. Ask: • What should I notice sooner next time? • What difference should now carry more weight? • What should I be less sensitive to? • Does my model of normal need to change? • Should my confidence threshold change? • Do I need another example before changing anything? • What would be dangerous to conclude from this single outcome? • What question remains open? Complete this sentence: Next time, I will be more likely to notice __________ and less likely to assume __________.Change the perspective
Now examine the same situation from another receiver’s position. Choose someone else involved and ask: • What was normal from their perspective? • What could they detect that I could not? • What did I know that they did not? • What unit were they using? • What did “better” mean to them? • What resources or constraints shaped their judgment? • What threshold did they need before acting? • What might my behaviour have signalled to them? You do not need to agree with their judgment. The purpose is to reconstruct how a different judgment may have become reasonable from a different representation.Change one condition
Keep the situation the same but change one element: • less time; • more reliable evidence; • higher stakes; • a reversible action; • a different objective; • a more experienced receiver; • a lower cost of investigation; • responsibility assigned to someone else. Would the same decision still be good enough? This helps reveal which features of the situation were carrying the judgment.Your NMF summary
Complete the five statements: Detection I expected __________, but __________ snagged me. Evaluation I represented this as __________, although __________ remained possible. Commitment I judged that I knew enough to __________ because __________. Action I committed __________ and gave up or delayed __________. Learning The outcome suggests __________, but it does not establish __________. Read the five statements together. They provide a compact representation of how the situation moved from difference to learning.What NMF does not provide
NMF does not tell you what the correct answer is. It cannot determine whether your evidence is accurate, calculate risk, replace specialist expertise or guarantee a good outcome. It gives you a structure for examining your own path through a situation. Its value lies in the questions it makes available: What became visible? What remained outside the representation? What made the next step good enough? What was placed at stake? And what should genuinely change because of what happened?
Try NMF
