ChatGPT 与社会、教育和技术的纠缠演变:系统理论视角

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Steven Watson, Jonathan Romic
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引用次数: 0

摘要

本文运用系统理论,对围绕大型语言模型(LLM)(如 ChatGPT)与教育和社会的关系展开的讨论做出了新的贡献。我们认为,ChatGPT 不仅仅可以被理解为一种 "人工 "智能,它还与社会的发展息息相关,因此也与教育息息相关。ChatGPT 是技术自生系统的一个子系统,在现代社会中,技术自生系统是个人思维、物理世界以及思维与社会之间的中介。它既是一种工具,也是一种语义交流媒介。通过这种双模框架,我们考虑了 ChatGPT 及其在社会和教育中的作用,并考虑了该技术的用途和影响。为此,我们需要对 ChatGPT 引入科学的理解。我们考虑了该技术在促进教育全纳方面的新兴作用,同时也反思了其面临的挑战和局限性。最后,我们确定了在 ChatGPT 融合社会中个人所需的关键多维技能组合,并呼吁制定战略性教育政策,以负责任的方式促进这种融合。总之,本研究通过系统理论提供了对 LLM 的基本理解,为进一步研究铺平了道路,从而为将 LLM 纳入教育提供了道德和有效的依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ChatGPT and the entangled evolution of society, education, and technology: A systems theory perspective
This paper presents a novel contribution to the discourse surrounding Large Language Models (LLMs) like ChatGPT in relation to education and society by using systems theory. We argue that ChatGPT can be understood not just as an ‘artificial’ intelligence but that it is entangled in the evolution of society and therefore education. ChatGPT is a subsystem of the autopoietic system of technology, which in modern society mediates between individual thinking, the physical world, and between thought and society. It is an instrumental tool and a semantic communication medium. With this bimodal framing, we consider ChatGPT and its role in society and education and consider the uses and implications of the technology. In this we respond to the need to introduce a scientific understanding of ChatGPT. We consider its emerging role in promoting educational inclusion, while also reflecting on challenges and limitations. We conclude by identifying the critical multi-dimensional skill sets required for individuals in a ChatGPT-integrated society and calls for strategic educational policies to facilitate this integration responsibly. Overall, this study paves the way for further research by providing a foundational understanding of LLMs through systems theory, thereby informing their ethical and effective incorporation into education.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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