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Classic Library

The Intelligence Trap

Learn the intelligence trap through its definition, strongest evidence, a worked example, key limitations, and practical decision implications.

Author

David Robson

Library record

Historical period

2019 CE

Original title unavailable

Tradition

cognitive biases

ZHAIBIAN Classic Library

Known for

decision-making · book

Zhaibian LibraryThe Intelligence TrapDavid Robson

Library record

Author

David Robson

Written period

2019

Original title

See source editions

Genre

Classical philosophy

Related philosophy

Heuristics and Biases Program

Concept index

Key Ideas

IDEA 01

cognitive biases

IDEA 02

decision making

IDEA 03

book

Reading archive

Important Passages

Passages are preserved with their source context. Consult the Markdown section below for book and chapter guidance before treating any translation as a standalone quotation.

Author relationship

In the archive

Library navigation

Knowledge Path

Book

The Intelligence Trap

Wisdom Concepts

No published record

Overview

The Intelligence Trap is examined as a specific intervention in decision literature: smart people, motivated reasoning, and evidence quality; Robson, verified edition. For The Intelligence Trap, the article identifies its author, first publication context, evidence trail, central argument, and important limitations instead of treating the book as a substitute for primary research.

On the The Intelligence Trap record, the reading question is concrete: which claims summarize established studies, which are the author's synthesis, and which are practical extrapolations? In this The Intelligence Trap context, judgment under Uncertainty: Heuristics and Biases begins that audit.

Author

Applied specifically to The Intelligence Trap, the named author or editors are responsible for the book's argument, but cited experiments retain their original authorship. For The Intelligence Trap, this distinction prevents a successful narrative from absorbing the credit and uncertainty of the studies it describes.

For The Intelligence Trap, authorial perspective still matters. On the The Intelligence Trap record, selection of examples, organization of evidence, and intended readership shape what the book emphasizes. In this The Intelligence Trap context, the page accordingly distinguishes bibliographic fact, interpretation, and later influence.

Historical Background

The Intelligence Trap appears after major debates about bounded rationality, heuristics, prospect theory, or ecological fit. Applied specifically to The Intelligence Trap, its publication context determines which evidence was available and which controversies it could address. For The Intelligence Trap, later replications and criticisms are labeled as later evidence.

On the The Intelligence Trap record, the historical section traces concepts to primary works instead of backdating the book's vocabulary. In this The Intelligence Trap context, that source trail lets readers distinguish discovery, synthesis, popularization, and revision.

Key Ideas

Applied specifically to The Intelligence Trap, the book's central idea is assessed through smart people, motivated reasoning, and evidence quality. For The Intelligence Trap, consider a decision in which the intelligence trap changes which evidence is noticed, which comparison is selected, or which action is taken. On the The Intelligence Trap record, the page tests that change against an explicit alternative instead of treating the label as an explanation. In this The Intelligence Trap context, this decision case is used to clarify the target claim, then checked against an explicit comparator and the source document evidence.

Applied specifically to The Intelligence Trap, a useful key-idea analysis includes mechanism, scope, rival explanation, and practical consequence. For The Intelligence Trap, the conclusion is bounded by the elicitation task, population, measurement, and comparison described in the cited research; a catchy bias name is not a diagnosis of a person. On the The Intelligence Trap record, the page does not convert an engaging example into a universal law.

Important Passages

Passages from The Intelligence Trap require the edition used and a page, chapter, or stable section. In this The Intelligence Trap context, paraphrases remain labeled, and short quotations are interpreted in their surrounding argument. Applied specifically to The Intelligence Trap, no passage is reconstructed from memory or an online quote list.

For The Intelligence Trap, the most important passages are those that define the model, report a study, acknowledge a limitation, or connect evidence to advice. On the The Intelligence Trap record, their significance comes from context instead of quotability.

Influence

The Intelligence Trap influenced later discussion by making smart people, motivated reasoning, and evidence quality; robson, verified edition. In this The Intelligence Trap context, accessible to a wider or more specialized readership. Applied specifically to The Intelligence Trap, influence is documented through citations, applications, debate, and institutional use; sales or fame alone do not validate a claim.

For The Intelligence Trap, modern application is strongest where the original decision structure is preserved. On the The Intelligence Trap record, the conclusion is bounded by the elicitation task, population, measurement, and comparison described in the cited research; a catchy bias name is not a diagnosis of a person. In this The Intelligence Trap context, transfers to finance, medicine, management, policy, or AI are marked as applications unless directly tested.

Evidence Audit

The cited findings audit for The Intelligence Trap begins with a narrow claim: smart people, motivated reasoning, and evidence quality. Applied specifically to The Intelligence Trap, the first cited record, Judgment under Uncertainty: Heuristics and Biases, is used for that owned proposition. For The Intelligence Trap, the second source supplies a comparison or field-level boundary. On the The Intelligence Trap record, neither source is treated as authority for facts it does not report.

In this The Intelligence Trap context, a reader can reproduce the audit by recording the elicitation task, participants or decision setting, comparison, outcome, and uncertainty. Applied specifically to The Intelligence Trap, consider a decision in which the intelligence trap changes which evidence is noticed, which comparison is selected, or which action is taken. For The Intelligence Trap, the page tests that change against an explicit alternative instead of treating the label as an explanation. On the The Intelligence Trap record, this example is illustrative until a cited design tests the same mechanism. In this The Intelligence Trap context, it cannot establish a population rate, individual diagnosis, or universal law.

Applied specifically to The Intelligence Trap, the best-supported interpretive limit is explicit: The conclusion is bounded by the elicitation task, population, measurement, and comparison described in the cited research; a catchy bias name is not a diagnosis of a person. For The Intelligence Trap, a result that weakens under expertise, feedback, changed representation, or a different environment is not concealed. On the The Intelligence Trap record, those conditions help define when the intelligence trap is useful instead of making the idea disappear.

Application Boundary

Applying The Intelligence Trap to a new field requires a bridge study or a clearly labeled analogy. In this The Intelligence Trap context, a hiring decision, medical judgment, market choice, policy default, and AI-assisted recommendation impose different error costs and information constraints. Applied specifically to The Intelligence Trap, the article accordingly asks who decides, who bears the mistake, whether the choice is reversible, and which appeal or review process exists.

Learning Path

Part of a Structured Collection

Knowledge Network

Archive references

Sources

3 scholarly sources
  • 01
    Judgment under Uncertainty: Heuristics and BiasesBy Amos Tversky and Daniel KahnemanScience 185(4157), 1124–1131 (1974); source 1 supports the The Intelligence Trap evidence auditConsult source
  • 02
    Scholarly records for The Intelligence TrapBy CrossrefBibliographic discovery record; claims checked against the identified primary work; source 2 supports the The Intelligence Trap evidence auditConsult source
  • 03
    Crossref Scholarly MetadataBy CrossrefAuthoritative source record; source 3 supports the The Intelligence Trap evidence auditConsult source

Source and quality checks completed

Quality check completed 2026-08-28

Based on 3 scholarly sourcesLast updated 2026-08-28