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Cognitive Move

Uncertainty × reversibility

A 2x2 that tells you whether to act, verify, probe, or shrink based on how uncertain and how reversible the choice is.

Cognitive Move

Uncertainty and authority bounds

Two jobs here: force the component to show how sure it is instead of answering everything in the same flat voice, then size its permissions to what it has actually proven and to what you could undo if it were wrong.

Cognitive Move

Uncertainty and unintended loops

Before acting, list the ways your fix could route around itself: the constraint moving somewhere new, a reserve you quietly drain, people substituting or gaming, adapting until the gain fades, or costs pushed onto other people, places, or later years.

Mental Model

Uncertainty Avoidance Patterns

Uncertainty Avoidance measures a culture's tolerance for ambiguity and unstructured situations -- not risk avoidance, but discomfort with the unknown

Mental Model

Underfitting

Underfitting describes failure to capture relevant structure adequately for a prediction task, often associated with insufficient flexibility or excessive regularization

Mental Model

Unforced Error

A strategic concept borrowed from tennis: an UNFORCED ERROR is a mistake that results from your own failure rather than your opponent's excellence—dropping the ball when no one pressured you

Mental Model

Unintended Consequences

The outcomes of an action that were not anticipated by the actor—which can be positive (serendipity), negative (backfire), or perverse (the opposite of what was intended)

Mental Model

Unique Value Proposition

The clear articulation of WHY a customer should choose your product over all alternatives—not a list of features but a concise statement of the specific value you create for a specific audience that no one else provides

Mental Model

Unit Bias

The tendency to consume or complete one 'unit' of something regardless of how the unit is defined—eating a full plate regardless of plate size, completing a full project regardless of project scope, watching a full episo…

Cognitive Move

unit swap

Keep the quantity and measure it in something the reader has handled. Words become minutes of reading, litres become baths, a yearly figure becomes orders. The safeguard is to keep both rulers on the same object, so the reader can see that one length is being read two ways rather than one number being replaced by another.

Cognitive Move

Units

Attach a measurement unit to every quantity you write down, and use the same one throughout. Naked numbers hide what they measure; a unit makes scale visible and turns a mismatched calculation into a mistake you can see immediately.

Mental Model

Unity Principle

Unity is Cialdini's later-added influence principle concerning perceived shared identity

Mental Model

Universal Acid

Dennett's universal-acid metaphor expresses how Darwinian explanation challenges assumptions about design and intelligence across disciplines

Mental Model

Universal Human Values (Schwartz Theory)

Shalom Schwartz identifies ten motivationally distinct value types recognized across all cultures: Self-Direction, Stimulation, Hedonism, Achievement, Power, Security, Conformity, Tradition, Benevolence, and Universalism

Mental Model

Unknown Unknowns

Risks, opportunities, or factors that you don't even know exist—the most dangerous category in the Rumsfeld Matrix

Cognitive Move

Update / Route / Stop

After each round of research, write down what you now believe, what you will actually do differently, and whether more looking is still worth it.

Cognitive Move

Update criterion, deadline, and stop rule

Decide in advance what evidence would settle the question, the date you must answer by, and the condition that makes you quit early. Without these three, exploring feels productive forever, because no result ever ends it.

Cognitive Move

Updates

State the belief you now hold after the results came in, written so your future self can act on it. Not the size of the shift, but the standing position you carry into the next decision, plus what stays unresolved.