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Out of the laboratory and into the classroom: the future of artificial intelligence in education

Like previous educational technologies, artificial intelligence in education (AIEd) threatens to disrupt the status quo, with proponents highlighting the potential for efficiency and democratization, and skeptics warning of industrialization and alienation. However, unlike frequently discussed appli...

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Detalles Bibliográficos
Autor principal: Schiff, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7415331/
https://www.ncbi.nlm.nih.gov/pubmed/32836908
http://dx.doi.org/10.1007/s00146-020-01033-8
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author Schiff, Daniel
author_facet Schiff, Daniel
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description Like previous educational technologies, artificial intelligence in education (AIEd) threatens to disrupt the status quo, with proponents highlighting the potential for efficiency and democratization, and skeptics warning of industrialization and alienation. However, unlike frequently discussed applications of AI in autonomous vehicles, military and cybersecurity concerns, and healthcare, AI’s impacts on education policy and practice have not yet captured the public’s attention. This paper, therefore, evaluates the status of AIEd, with special attention to intelligent tutoring systems and anthropomorphized artificial educational agents. I discuss AIEd’s purported capacities, including the abilities to simulate teachers, provide robust student differentiation, and even foster socio-emotional engagement. Next, to situate developmental pathways for AIEd going forward, I contrast sociotechnical possibilities and risks through two idealized futures. Finally, I consider a recent proposal to use peer review as a gatekeeping strategy to prevent harmful research. This proposal serves as a jumping off point for recommendations to AIEd stakeholders towards improving their engagement with socially responsible research and implementation of AI in educational systems.
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spelling pubmed-74153312020-08-10 Out of the laboratory and into the classroom: the future of artificial intelligence in education Schiff, Daniel AI Soc Open Forum Like previous educational technologies, artificial intelligence in education (AIEd) threatens to disrupt the status quo, with proponents highlighting the potential for efficiency and democratization, and skeptics warning of industrialization and alienation. However, unlike frequently discussed applications of AI in autonomous vehicles, military and cybersecurity concerns, and healthcare, AI’s impacts on education policy and practice have not yet captured the public’s attention. This paper, therefore, evaluates the status of AIEd, with special attention to intelligent tutoring systems and anthropomorphized artificial educational agents. I discuss AIEd’s purported capacities, including the abilities to simulate teachers, provide robust student differentiation, and even foster socio-emotional engagement. Next, to situate developmental pathways for AIEd going forward, I contrast sociotechnical possibilities and risks through two idealized futures. Finally, I consider a recent proposal to use peer review as a gatekeeping strategy to prevent harmful research. This proposal serves as a jumping off point for recommendations to AIEd stakeholders towards improving their engagement with socially responsible research and implementation of AI in educational systems. Springer London 2020-08-09 2021 /pmc/articles/PMC7415331/ /pubmed/32836908 http://dx.doi.org/10.1007/s00146-020-01033-8 Text en © Springer-Verlag London Ltd., part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Open Forum
Schiff, Daniel
Out of the laboratory and into the classroom: the future of artificial intelligence in education
title Out of the laboratory and into the classroom: the future of artificial intelligence in education
title_full Out of the laboratory and into the classroom: the future of artificial intelligence in education
title_fullStr Out of the laboratory and into the classroom: the future of artificial intelligence in education
title_full_unstemmed Out of the laboratory and into the classroom: the future of artificial intelligence in education
title_short Out of the laboratory and into the classroom: the future of artificial intelligence in education
title_sort out of the laboratory and into the classroom: the future of artificial intelligence in education
topic Open Forum
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7415331/
https://www.ncbi.nlm.nih.gov/pubmed/32836908
http://dx.doi.org/10.1007/s00146-020-01033-8
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