When AI Extinguishes Expertise Artificial intelligence, expert intuition, and the future of training in healthcare organisations.

The pervasive adoption of Generative Artificial Intelligence tools in professional settings raises a question that those responsible for training can no longer avoid: what happens to expert intuition - that form of embodied, tacit knowledge built through years of practice and error - when the most cognitively demanding tasks are systematically delegated to a machine? This article argues that the risk is not technical but formative: it concerns the mechanism through which deep professional competence is constructed, with concrete implications for the design of professional development pathways in healthcare organisations.

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Journal
PubMed
Published
2026-06-12
Primary Topic
Artificial Intelligence in Healthcare and Education
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article
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article

When AI Extinguishes Expertise Artificial intelligence, expert intuition, and the future of training in healthcare organisations.

Giuseppe Zanini
PubMed
Artificial Intelligence in Healthcare and Education
article

When AI Extinguishes Expertise Artificial intelligence, expert intuition, and the future of training in healthcare organisations.

Giuseppe Zanini
article en

Abstract

The pervasive adoption of Generative Artificial Intelligence tools in professional settings raises a question that those responsible for training can no longer avoid: what happens to expert intuition - that form of embodied, tacit knowledge built through years of practice and error - when the most cognitively demanding tasks are systematically delegated to a machine? This article argues that the risk is not technical but formative: it concerns the mechanism through which deep professional competence is constructed, with concrete implications for the design of professional development pathways in healthcare organisations.

PubMedVol. 99(2)
Regione del Veneto (IT)
Openalex Percentile: Top 8%
Artificial Intelligence in Healthcare and Education
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