Combatting Meta-Ignorance in Science Through Dialogs with Diverse Experts

Abstract In their provocative paper, Shiffrin, Stigler, and Keil (SSK) declare that scientists have illusions of understanding the phenomena they study “more deeply” than they really do. In this comment I grant their claim a degree of truth and focus on the nature of illusions of understanding. These are a form of meta-ignorance (not knowing what you don’t know). This comment briefly describes the psychology behind meta-ignorance and how it may be combatted. A crucial property of meta-ignorance is that it is impossible for us to attribute meta-ignorance to our here-and-now selves. It can only be detected by others, but probably not by those who share our views and expertise. Instead, it will most likely be detected by those who think differently from us. Thus, ridding ourselves of meta-ignorance about our scientific understanding requires dialogs with scholars whose backgrounds, expertise, and/or orientations differ from our own.

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Publication Details

Journal
Computational Brain & Behavior
Published
2026-09-15
DOI
https://doi.org/10.1007/s42113-026-00316-5
Primary Topic
Philosophy and History of Science
Type
article
Field-Weighted Citation Impact
0.00
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article

Combatting Meta-Ignorance in Science Through Dialogs with Diverse Experts

Michael Smithson
Computational Brain & Behavior
Philosophy and History of Science
article

Combatting Meta-Ignorance in Science Through Dialogs with Diverse Experts

Michael Smithson
article en

Abstract

Abstract In their provocative paper, Shiffrin, Stigler, and Keil (SSK) declare that scientists have illusions of understanding the phenomena they study “more deeply” than they really do. In this comment I grant their claim a degree of truth and focus on the nature of illusions of understanding. These are a form of meta-ignorance (not knowing what you don’t know). This comment briefly describes the psychology behind meta-ignorance and how it may be combatted. A crucial property of meta-ignorance is that it is impossible for us to attribute meta-ignorance to our here-and-now selves. It can only be detected by others, but probably not by those who share our views and expertise. Instead, it will most likely be detected by those who think differently from us. Thus, ridding ourselves of meta-ignorance about our scientific understanding requires dialogs with scholars whose backgrounds, expertise, and/or orientations differ from our own.

Computational Brain & Behavior
Australian National University (AU)
Reduced inequalities
Openalex Percentile: Top 3%
Philosophy and History of Science
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