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人工智能与环境影响:超越词汇人性化和人类中心主义

Artificial Intelligence and Environmental Impact: Moving Beyond Humanizing Vocabulary and Anthropocentrism.

作者信息

Karakaş Ümit, Özdemir Vural

机构信息

Bayburt University Pharmacy Service Department, Bayburt, Turkey.

OMICS: A Journal of Integrative Biology, New Rochelle, New York, USA.

出版信息

OMICS. 2025 Jan;29(1):2-4. doi: 10.1089/omi.2024.0197. Epub 2024 Dec 17.

Abstract

Artificial intelligence (AI) and its applications in digital health, bioengineering, and society have significant material impacts on the environment owing to AI's vast energy demands and energy consumption, carbon footprints, and water usage to cool data centers and generate electricity to power the data centers. Yet, the environmental footprints of AI remain underappreciated and inadequately acknowledged. This is significant, particularly in this era of climate emergency and ongoing threats to planetary energy and water supplies. The vocabulary attached to AI often aims to mimic positive human capacities such as "warmness" and "care." However, these attempts to humanize AI and digital technology come with an anthropocentric gaze and blind spots that bracket out the environmental impacts and footprints of AI and privilege humans and technology over nonhuman animals and planetary ecological limits. In medicine, the environmental impacts of large language models range from water consumption and carbon emission to rare mineral usage. This commentary and innovation analysis question and queer the popular imagination of AI and digital technology as things that only exist in the immaterial world of cyberspace. In the course of research on AI in planetary health, we must be cognizant of its materiality, ecological impacts, and massive energy and water demands. We argue that moving away from anthropocentric narratives and vocabulary in AI design and praxis would bode well to live within planetary ecological limits so that AI and emerging digital technologies best serve robust and responsible science and all life on the planet Earth.

摘要

人工智能(AI)及其在数字健康、生物工程和社会中的应用对环境具有重大的物质影响,这是因为人工智能有着巨大的能源需求和能耗、碳足迹,以及用于冷却数据中心和发电以驱动数据中心的用水量。然而,人工智能的环境足迹仍未得到充分重视和认可。这一点意义重大,尤其是在这个气候紧急、地球能源和水资源持续面临威胁的时代。与人工智能相关的词汇往往旨在模仿人类的积极能力,如“温暖”和“关怀”。然而,这些将人工智能和数字技术人性化的尝试伴随着一种以人类为中心的视角和盲点,忽略了人工智能的环境影响和足迹,将人类和技术置于非人类动物和地球生态极限之上。在医学领域,大语言模型的环境影响涵盖了从水资源消耗、碳排放到稀有矿物质使用等各个方面。这篇评论和创新分析对将人工智能和数字技术仅仅视为存在于网络空间非物质世界中的事物这一流行观念提出了质疑并进行了反思。在行星健康领域对人工智能的研究过程中,我们必须认识到它的物质性、生态影响以及巨大的能源和水资源需求。我们认为,在人工智能的设计和实践中摒弃以人类为中心的叙述和词汇,将有助于在地球生态极限范围内生存,从而使人工智能和新兴数字技术能够更好地服务于强大且负责任的科学以及地球上的所有生命。

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