The Challenge of Hybrid Thinking

This white paper defines hybrid thinking as the cognitive process in which a human subject and one or several AI agents simultaneously elaborate the same chain of reasoning. It is distinguished from the instrumental use of AI (query, occasional assistance) and is positioned as its own category with specific risks and benefits. Three clinically documented risks —cognitive dependence, atrophy of core skills, and silent transfer of bias— and three measurable benefits —amplification of the range of addressable problems, iteration speed, assisted discovery— are analysed. A pedagogy of hybrid thinking articulated in six competencies is proposed, along with a set of cognitive sovereignty metrics enabling individuals and organisations to assess their degree of dependence and preserve structural autonomy. Implications for Latin American educational systems are discussed.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-30
DOI
https://doi.org/10.5281/zenodo.20455305
Primary Topic
Embodied and Extended Cognition
Type
article
Field-Weighted Citation Impact
0.00
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article

The Challenge of Hybrid Thinking

Chris Meniw
Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
article

The Challenge of Hybrid Thinking

Chris Meniw
article en

Abstract

This white paper defines hybrid thinking as the cognitive process in which a human subject and one or several AI agents simultaneously elaborate the same chain of reasoning. It is distinguished from the instrumental use of AI (query, occasional assistance) and is positioned as its own category with specific risks and benefits. Three clinically documented risks —cognitive dependence, atrophy of core skills, and silent transfer of bias— and three measurable benefits —amplification of the range of addressable problems, iteration speed, assisted discovery— are analysed. A pedagogy of hybrid thinking articulated in six competencies is proposed, along with a set of cognitive sovereignty metrics enabling individuals and organisations to assess their degree of dependence and preserve structural autonomy. Implications for Latin American educational systems are discussed.

Zenodo (CERN European Organization for Nuclear Research)
CHDI Foundation (US)
Quality Education
Openalex Percentile: Top 5%
Embodied and Extended Cognition
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