挑衅AI:超越冷静互动

IF 1.6 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Pervasive Computing Pub Date : 2023-07-01 DOI:10.1109/mprv.2023.3282819
Tom Hargreaves, Vinicius J. Pereira
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引用次数: 0

摘要

虽然人工智能技术的用途和潜在好处正在扩大,但人们也越来越认识到其潜在的缺点。这篇简短的评论批评了基于“平静计算”的人工智能技术的方法,这些方法使用户和技术本身都是被动的,因此对挑战不可持续的现状没有什么帮助。它强调了最近为开发更主动的人工智能形式所做的一些努力,但认为,尽管这些可能会给技术提供更多的能动性,但它们对增加用户的能动性或让他们更批判性地思考当代不平等和不可持续性的本质几乎没有帮助。为了摆脱这种局面,它呼吁围绕可能被称为“挑衅性人工智能”的技术进行新形式的实验。利用与性别不平等、能源和监控有关的新兴推测性例子,它表明,挑衅性人工智能可以通过促进对当代社会问题本质的更深入反思,来创造更积极参与的公民,而不是为用户最小化或解决问题。
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Provocative AI: Beyond Calm Interactions
Whilst the uses and potential benefits of AI-enabled technologies are expanding, there is also increased recognition of their potential downsides. This short comment critiques approaches to AI-enabled technologies based around ‘calm computing’ for rendering both users and the technologies themselves as passive and thus doing little to challenge the unsustainable status quo. It highlights some recent efforts to develop more proactive forms of AI but argues that, whilst these may lend more agency to technologies, they do little to increase the agency of users or engage them in thinking more critically about the nature of contemporary inequalities and unsustainabilities. To move beyond this situation, it calls for new forms of experimentation around what might be termed “Provocative AI” technologies. Drawing on emerging speculative examples relating to gender inequality, energy, and surveillance, it suggests that, instead of minimising or solving problems for users, Provocative AI could instead work to create more actively engaged citizens by promoting deeper reflection on the nature of contemporary societal problems.
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来源期刊
IEEE Pervasive Computing
IEEE Pervasive Computing 工程技术-电信学
CiteScore
4.10
自引率
0.00%
发文量
47
审稿时长
>12 weeks
期刊介绍: IEEE Pervasive Computing explores the role of computing in the physical world–as characterized by visions such as the Internet of Things and Ubiquitous Computing. Designed for researchers, practitioners, and educators, this publication acts as a catalyst for realizing the ideas described by Mark Weiser in 1988. The essence of this vision is the creation of environments saturated with sensing, computing, and wireless communication that gracefully support the needs of individuals and society. Many key building blocks for this vision are now viable commercial technologies: wearable and handheld computers, wireless networking, location sensing, Internet of Things platforms, and so on. However, the vision continues to present deep challenges for experts in areas such as hardware design, sensor networks, mobile systems, human-computer interaction, industrial design, machine learning, data science, and societal issues including privacy and ethics. Through special issues, the magazine explores applications in areas such as assisted living, automotive systems, cognitive assistance, hardware innovations, ICT4D, manufacturing, retail, smart cities, and sustainability. In addition, the magazine accepts peer-reviewed papers of wide interest under a general call, and also features regular columns on hot topics and interviews with luminaries in the field.
期刊最新文献
Low-Cost Sensing for Environmental Sustainability A Framework for Evaluating the Security and Privacy of Smart-Home Devices, and its Application to Common Platforms Co-Designing Accessible Computer and Smartphone Input Using Physical Computing The Future of Consumer Edge-AI Computing An App-Assisted Frontend of Robot Gait Training System for Lower Limb Rehabilitation
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