The moment you think you already know someone, you stop seeing the person in front of you.
1. Core Assumption
- Models are useful.
- They help us notice patterns, reduce complexity, and make provisional sense of people.
- But every model becomes dangerous when it replaces contact.
- A role, type, diagnosis, archetype, performance label, or personality category can become a shortcut that slowly hardens into lazy seeing.
- People are not less patterned than our models suggest. They are more specific than our models can hold.
A model should help you meet reality, not excuse you from meeting it.
(Ref: Gordon Allport, The Nature of Prejudice; Susan Fiske & Shelley Taylor, Social Cognition; Carl Rogers, On Becoming a Person)
2. Objective
- This is not about rejecting categories.
- It is not about pretending every person must be approached as pure mystery.
- It is about keeping models subordinate to observation, curiosity, and contact.
- The real goal is to let people exceed the frame you use to understand them.
- In leadership and coaching, this is not softness. It is precision.
The discipline is not to have no model. It is to never let the model become more important than the person.
(Ref: Carl Rogers, person-centered approach; Martin Buber, I and Thou; International Coaching Federation Core Competencies)
3. Main Framework
a. Models Are Useful Until They Become Possessive
- A model is a tool for attention.
- It helps us ask better questions and notice recurring patterns.
- But once a model starts deciding in advance what someone means, needs, fears, or can become, it has stopped serving perception.
- The person becomes an example of a category.
- The leader or coach then mistakes recognition for understanding.
The danger is not categorization itself. The danger is when categorization becomes possession.
(Ref: Allport, The Nature of Prejudice; Fiske & Taylor, Social Cognition)
b. Labels Can Become Lazy Seeing
- Personality categories, performance labels, and leadership archetypes often feel clarifying because they simplify complexity.
- But simplification has a cost.
- “High performer,” “difficult person,” “introvert,” “strategic thinker,” “junior,” “not ready,” or “emotional” can become filters that select only confirming evidence.
- This is how leaders stop learning from people they believe they already know.
- Familiarity becomes a form of blindness.
Once a label starts filtering the evidence, it is no longer insight. It is a cage.
(Ref: Daniel Kahneman, Thinking, Fast and Slow; confirmation bias research; Allport, stereotyping and prejudice)
c. AI Increases the Temptation to Flatten People
- AI is powerful at pattern recognition, synthesis, and language generation.
- That power creates leverage.
- It also increases the temptation to translate people into familiar shapes: personas, profiles, segments, tendencies, predicted needs, and generic explanations.
- The risk is not that models exist. The risk is that they become smoother, faster, and more convincing than human attention.
- In a world of accelerated patterning, curiosity becomes a discipline of resistance.
The more fluent the model becomes, the more deliberately we must protect what does not fit it.
(Ref: Bender et al., “On the Dangers of Stochastic Parrots”; Shoshana Zuboff, The Age of Surveillance Capitalism; Joseph Weizenbaum, Computer Power and Human Reason)
d. Surprise Is Evidence of Contact
- Surprise means reality has interrupted your prediction.
- That is valuable.
- A person who never surprises you may be fully known, or you may have stopped paying attention.
- Leaders lose depth when they relate to people mainly through old evidence.
- Coaching requires disciplined non-assumption: the willingness to let the client be more current than your last interpretation of them.
Surprise is not a threat to understanding. It is one of the signs that understanding is still alive.
(Ref: Karl Weick, sensemaking; ICF Core Competencies on curiosity, presence, and evoking awareness)
e. Letting People Be Themselves Is Precision, Not Passivity
- Letting people exceed your model does not mean abandoning judgment.
- It means judging from closer contact with reality.
- It means noticing the person’s actual language, timing, contradictions, desires, standards, and changes.
- It means allowing development to make previous interpretations obsolete.
- The leader’s task is not to freeze people into legible categories, but to stay accurate as they evolve.
Real respect is not vague acceptance. It is the effort to keep seeing accurately.
(Ref: Carl Rogers, On Becoming a Person; Buber, I and Thou; adult development literature, including Robert Kegan)
4. Related Strategic Positions
This view sits close to Allport’s work on categorization and prejudice, which shows how human beings simplify social reality through categories; to Rogers’s person-centered approach, which emphasizes contact, presence, and respect for the person’s lived experience; to Buber’s distinction between relating to a person as a subject rather than an object; and to contemporary concerns that automated systems can intensify abstraction, prediction, and flattening when not held inside human judgment.
In one sentence:
The real discipline is to use models without becoming captured by them, so the person in front of you remains more alive than the category you placed around them.