教育中的人工智能:机遇和挑战是什么?

Altieres de Oliveira Silva, Diego dos Santos Janes
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摘要

目的:本文旨在探讨人工智能(AI)工具在教育领域的整合。它强调迫切需要建立适当的法规和检查,以确保道德和有效地使用这些工具。方法:这些见解基于教科文组织主管教育的助理总干事斯蒂法尼亚·贾尼尼(Stefania Giannini)撰写的一篇思想文章。数据是通过一项涉及450多所教育机构(包括学校和大学)的全球调查收集的。结果:只有10%的受访机构制定了有关部署生成式人工智能的政策或指导方针。人们发现,对教科书验证的审查比在教育环境中引入生成式人工智能工具更为严格。评估教科书的标准包括内容的准确性、与教学的相关性、年龄的适宜性、文化和社会的适宜性以及对偏见的保护。结论:本文建议教育机构不应完全依赖人工智能公司实体来制定法规。虽然教育仍然是一项深刻的人类事业,但在2019冠状病毒病危机期间,数字工具的激增凸显了学生在缺乏人性化的情况下所面临的学术和社会挑战。有一种风险是,生成式人工智能可能会削弱教育工作者的重要性,并为教育领域的自动化程度提高铺平道路。解决当前教育领域的挑战需要对学校和教育工作者进行投资,而不仅仅是对技术进行投资。实际影响:教育部必须与其他监管机构,特别是那些监督技术进步的机构联合起来,评估和批准人工智能工具。教科文组织站在与利益攸关方进行全球对话的最前沿,正在制定关于在教育中使用生成式人工智能的政策准则。教科文组织于2021年11月发布的《关于人工智能伦理的建议》强调了安全、包容、多样性、透明和卓越的原则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence in education: What are the opportunities and challenges?
Objective:The paper aims to explore the integration of Artificial Intelligence (AI) tools in the educational sector. It underscores the urgent need for establishing proper regulations and checks to ensure the ethical and effective use of these tools. Method: The insights are based on a think piece authored by UNESCO Assistant Director-General for Education, Stefania Giannini. Data was collected through a global survey involving over 450 educational institutions, including schools and universities. Results: A mere 10% of the institutions surveyed have formulated policies or guidelines concerning the deployment of generative AI. The scrutiny for validating textbooks is found to be more stringent than the introduction of generative AI tools in educational settings. Criteria for textbook evaluations encompass content accuracy, relevance to teaching, age suitability, cultural and social appropriateness, and protection against biases. Conclusions: The paper suggests that educational institutions should not be solely dependent on AI corporate entities for setting regulations. While education continues to be a profoundly human endeavor, the surge of digital tools during the COVID-19 crisis underscored the academic and societal challenges students encounter in the absence of human touch. There's a risk that generative AI might diminish the significance of educators and pave the way for increased automation in the educational domain. Addressing the prevailing challenges in education necessitates investments in both schools and educators, rather than just technology. Practical Implications: It's imperative for education ministries to join forces with other regulatory bodies, particularly those overseeing technological advancements, to assess and approve AI tools. UNESCO is at the forefront of global dialogues with stakeholders and is in the process of framing policy guidelines on the use of generative AI in education. UNESCO's 'Recommendation on the Ethics of Artificial Intelligence', released in November 2021, accentuates the principles of safety, inclusivity, diversity, transparency, and excellence.
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