建立人工智能伦理的本地审查框架:关于文本生成器、学术诚信和使用 ChatGPT 进行创作的案例研究

Q1 Arts and Humanities Computers and Composition Pub Date : 2024-02-03 DOI:10.1016/j.compcom.2024.102831
Matthew A. Vetter , Brent Lucia , Jialei Jiang , Mahmoud Othman
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引用次数: 0

摘要

教育领域文本生成器(TGs)的伦理框架通常涉及个性化教学、对数据的依赖、训练数据的偏差、学术诚信以及学生缺乏创造力等问题。虽然宽泛的制度性指导方针对于理解人工智能(AI)在课堂上的伦理层面具有重要价值,但对于如何在本地构建人工智能伦理,还需要一种更加生态化的理解,一种考虑到教师和学生之间就人工智能进行协商的理解。本文通过一项定性案例研究,探讨了一名作文课学生如何与作为写作伙伴的 ChatGPT 进行互动,以及如何理解 ChatGPT,从而为人工智能的使用建立教育伦理框架。通过对访谈数据和学生日志的分析,我们发现了一种新出现的 "本地伦理"--一种能够探索独特的伦理考量、价值观和规范的框架,这些考量、价值观和规范是在高等教育最基础的单位--个人课堂--中形成的。我们的框架旨在为其他写作教师学者提供启发,帮助他们在强大的人工智能系统背景下探讨与教学法、学生批判性、代理、可靠性和访问相关的问题。
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Towards a framework for local interrogation of AI ethics: A case study on text generators, academic integrity, and composing with ChatGPT

Ethical frameworks for text generators (TGs) in education are generally concerned with personalized instruction, a dependency on data, biases in training data, academic integrity, and lack of creativity from students. While broad-level, institutional guidelines provide value in understanding the ethical dimensions of artificial intelligence (AI) for the classroom, there is a need for a more ecological understanding of how AI ethics might be constructed locally, one that takes into account the negotiation of AI between teacher and student. This article investigates how an educational ethical framework for AI use emerges through a qualitative case study of one composition student's interaction with and understanding of using ChatGPT as a type of writing partner. Analysis of interview data and student logs uncover what we term an emergent “local ethic” – a framework that is capable of exploring unique ethical considerations, values, and norms that develop at the most foundational unit of higher education – the individual classroom. Our framework is meant to provide a heuristic for other writing teacher-scholars as they interrogate issues related to pedagogy, student criticality, agency, reliability, and access within the context of powerful AI systems.

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来源期刊
Computers and Composition
Computers and Composition Arts and Humanities-Language and Linguistics
CiteScore
4.30
自引率
0.00%
发文量
34
审稿时长
25 days
期刊介绍: Computers and Composition: An International Journal is devoted to exploring the use of computers in writing classes, writing programs, and writing research. It provides a forum for discussing issues connected with writing and computer use. It also offers information about integrating computers into writing programs on the basis of sound theoretical and pedagogical decisions, and empirical evidence. It welcomes articles, reviews, and letters to the Editors that may be of interest to readers, including descriptions of computer-aided writing and/or reading instruction, discussions of topics related to computer use of software development; explorations of controversial ethical, legal, or social issues related to the use of computers in writing programs.
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