Glossary Updates12 new terms added to the glossaries · October 2, 2026, 22:44 CEST
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The art of thinking · Mental models as thinking tools

Mental model (thinking tool)

Also known as: Thinking model, Mental model (decision-making)

German: Denkmodell

In the decision-making literature, a mental model is a named, reusable thinking tool — such as first principles thinking, inversion or second-order thinking — that a person applies to understand a problem and decide, as distinct from the cognitive-science sense of a person's internal representation of how something works.

  • Thinking models
  • Problem solving

In one sentence

In the decision-making literature, a mental model is a named, reusable thinking tool such as first principles thinking, inversion or second-order thinking.

Example

Before restructuring a manual, a documentation lead applies inversion — “what would make this manual fail its readers?” — and first principles thinking — “what is actually true about this machine?” — as two separate thinking tools.

Explained in context

Context cards connect this term with others to answer one question. Also in British English and German.

How it applies

  • Origin of the usage: Charlie Munger's latticework of mental models (1994) made "mental model" the everyday word for a thinking tool borrowed from one discipline and used in others; Shane Parrish's Farnam Street series The Great Mental Models collected such tools, with first principles thinking among the general thinking concepts.
  • Typical tools: first principles thinking, inversion, second-order thinking, reasoning by analogy and its limits, Socratic questioning — methods for thinking about anything, not facts about a particular system.
  • In professional work: writers, engineers and analysts use these tools to question a brief, find what is actually known and decide what to build first. A thinking tool never replaces a method required by a standard or a law.

Mental model (thinking tool) vs. mental model (cognitive science)

The thinking tool is a method a person chooses to apply; the mental model of cognitive science and usability is what a person believes about how something works — the sense documentation works with when it builds and corrects a reader's understanding. The two meet when a writer uses a thinking tool to find out which mental model the reader needs.

How to read this pool

Entries, context cards and transitional topics

The art of thinking explains ways of thinking — where a method comes from, what it asks of you and how it was adapted later. You meet four kinds of content here, each with its own job:

Glossary entry
Defines one concept or method of thinking: its origin, an example and how it relates to neighboring ideas. “X vs. Y” sections set two methods side by side.
Context card of the art of thinking
A short, self-contained answer to one question about a way of thinking — its lineage, its steps, its limits. These cards are listed on The art of thinking only.
Transitional topicBridges both pools
A context card that bridges both pools: it shows how a way of thinking was adapted into documentation, analysis or quality practice. It sits with the reference context cards and is marked as transitional wherever it appears.
Reference entry or context card
Belongs to the Glossary & Norms Space on regulation, norms and engineering. Entries here link to one only where a method is also an established tool of documentation or quality work, such as the five whys or a user’s mental model.
All context cards of the art of thinking

By knowledge.aitechdoc.world · Published October 2, 2026 · Last reviewed

Source: AI TechDoc Knowledge editorial definition, based on Charlie Munger's 1994 talk (transcript at Farnam Street) and Shane Parrish, The Great Mental Models, volume 1 (2019)

Definitions follow the cited philosophical and historical sources — primary texts, their standard translations and reference works such as the Stanford Encyclopedia of Philosophy — and, for cognitive psychology, the published research and its reviews, with the state of the evidence named in each entry. They are paraphrased, not quoted, unless a passage is marked as a quotation, and sayings that cannot be traced to a source stay attributed. Examples, comparisons and the notes on how a method was adapted are editorial commentary by knowledge.aitechdoc.world. None of these entries is a norm, a standard or a legal requirement, and applying one never replaces a method that a standard or a law requires.

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