为学校教育提出关键的人工智能理论

Jason Toncic
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引用次数: 1

摘要

在过去的十年里,随着算法机器学习的突破,人工智能(AI)逐渐融入了学校教育和学术学习的主要方面。有趣的是,历史告诉我们,当新技术被视为“正常”时,它们就会逐渐成为机构中不加批判的方面。考虑到学校通过显性和隐性规范产生和再现社会实践和规范行为,将人工智能引入课堂可以揭示学校教育的许多方面。然而,人工智能技术(特别是新的机器学习应用)尚未被适当地框架为批判性地分析和解释基于学校的不平等的镜头。最近的教育话语更多地关注技术的实际应用,而不是在课堂上分析人工智能技术时所揭示的制度不平等。因此,本文提出了一个关键的人工智能理论的案例,作为一个有价值的镜头,通过它来检查机构,特别是学校。在机器学习和人工智能在学校的学术和隐藏课程中广泛普及的尖端,建立一个实用的人工智能认识论对于那些对人工智能对学校机构及其他方面的影响感兴趣的研究人员和学者来说可能特别有用。
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Advancing a critical artificial intelligence theory for schooling
Artificial intelligence (AI) has gradually been integrated into major aspects of schooling and academic learning following breakthroughs in algorithmic machine learning over the past decade. Interestingly, history shows us that as new technologies become perceived as ‘normal’ they fade into uncritical aspects of institutions. Considering that schools produce and reproduce social practices and normative behavior through both explicit and implicit codes, the introduction of AI to classrooms can reveal much about schooling. Nevertheless, artificial intelligence technology (specifically new machine learning applications) has yet to be properly framed as a lens with which to critically analyze and interpret school-based inequities. Recent education discourse focuses more on practical applications of technology than on the institutional inequalities that are revealed when analyzing artificial intelligence technology in the classroom. Accordingly, this paper advances the case for a critical artificial intelligence theory as a valuable lens through which to examine institutions, particularly schools. On the cusp of machine learning artificial intelligence becoming widespread in schools’ academic and hidden curricula, establishing a practical epistemology of artificial intelligence may be particularly useful for researchers and scholars who are interested in what artificial intelligence says about school institutions and beyond.
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来源期刊
自引率
25.00%
发文量
32
审稿时长
8 weeks
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