Reflections and attentiveness on eXplainable Artificial Intelligence (XAI). The journey ahead from criticisms to human–AI collaboration

The emergence of deep learning over the past decade has driven the development of increasingly complex AI models, amplifying the need for Explainable Artificial Intelligence (XAI). As AI systems grow in size and complexity, ensuring interpretability and transparency becomes essential, especially in...

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Bibliographic Details
Published in:	Information fusion Vol. 121; p. 103133
Main Author:	Herrera, Francisco
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.09.2025
Subjects:	AI governance AI safety Auditability eXplainable Artificial Intelligence Explanations Human–AI collaboration Human–AI decision-making Maturity level of explainability XAI audience XAI criticisms eXplainable Artificial Intelligence Auditability XAI criticisms Explanations AI governance AI safety XAI audience Human–AI decision-making Human–AI collaboration Maturity level of explainability
ISSN:	1566-2535
Online Access:	Get full text
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