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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer London
2020
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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 |
author_sort | Schiff, Daniel |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-7415331 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer London |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT schiffdaniel outofthelaboratoryandintotheclassroomthefutureofartificialintelligenceineducation |