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Basic values in artificial intelligence: comparative factor analysis in Estonia, Germany, and Sweden 人工智能的基本价值:爱沙尼亚、德国和瑞典的比较因素分析
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-30 DOI: 10.1007/s00146-023-01750-w
Anu Masso, Anne Kaun, Colin van Noordt

Increasing attention is paid to ethical issues and values when designing and deploying artificial intelligence (AI). However, we do not know how those values are embedded in artificial artefacts or how relevant they are to the population exposed to and interacting with AI applications. Based on literature engaging with ethical principles and moral values in AI, we designed an original survey instrument, including 15 value components, to estimate the importance of these values to people in the general population. The article is based on representative surveys conducted in Estonia, Germany, and Sweden (n = 4501), which have varying experiences with implementing AI. The factor analysis showed four underlying dimensions of values embedded in the design and use of AI: (1) protection of personal interests to ensure social benefit, (2) general monitoring to ensure universal solidarity, (3) ensuring social diversity and social sustainability, and (4) efficiency. We found that value types can be ordered along the two dimensions of resources and change. The comparison between countries revealed that some dimensions, like social diversity and sustainability evaluations, are more universally valued among individuals, countries, and domains. Based on our analysis, we suggest a need and a framework for developing basic values in AI.

在设计和部署人工智能(AI)时,人们越来越关注伦理问题和价值观。然而,我们不知道这些价值是如何嵌入人工制品的,也不知道它们与接触人工智能应用程序并与之交互的人群有多大的相关性。基于涉及人工智能伦理原则和道德价值观的文献,我们设计了一个原始调查工具,包括15个价值组成部分,以估计这些价值观对一般人群的重要性。本文基于爱沙尼亚、德国和瑞典(n = 4501)进行的代表性调查,这些国家在实施人工智能方面有不同的经验。因子分析显示了人工智能设计和使用中包含的四个潜在价值维度:(1)保护个人利益以确保社会效益,(2)一般监测以确保普遍团结,(3)确保社会多样性和社会可持续性,以及(4)效率。我们发现,价值类型可以沿着资源和变化两个维度进行排序。国家之间的比较表明,社会多样性和可持续性评估等一些维度在个人、国家和领域之间更为普遍。根据我们的分析,我们提出了在人工智能中发展基本价值观的需求和框架。
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引用次数: 0
The ethics of ex-bots 前机器人的道德
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-29 DOI: 10.1007/s00146-023-01754-6
Paula Sweeney
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引用次数: 0
The Digital Nexus: tracing the evolution of human consciousness and cognition within the artificial realm—a comprehensive review 数字联系:在人工领域中追踪人类意识和认知的进化-全面回顾
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-29 DOI: 10.1007/s00146-023-01753-7
Zheng Wang, Di-tao Wu

This paper endeavors to appraise scholarly works from the 1940s to the contemporary era, examining the scientific quest to transpose human cognition and consciousness into a digital surrogate, while contemplating the potential ramifications should humanity attain such an abstract level of intellect. The discourse commences with an explication of theories concerning consciousness, progressing to the Turing Test apparatus, and intersecting with Damasio’s research on the human cerebrum, particularly in relation to consciousness, thereby establishing congruence between the Turing Test and Damasio’s notions of consciousness. Subsequently, the narrative traverses the evolutionary chronology of transmuting human cognition into machine sapience, and delves into the fervent endeavors to metamorphose human minds into synthetic counterparts. Additionally, theoretical perspectives from the domains of philosophy, psychology, and neuroscience provide insight into the constraints intrinsic to AI implementations, contentious hypotheses, the perils concealed within artificial networks, and the ethical considerations necessitated by AI frameworks. Furthermore, contemplation of prospective repercussions facilitates the refinement of strategic approaches to safeguard our future Augmented Age Realities within AI, circumventing the prospect of inhabiting an intimidating technopolis where a mere 30% monopolize the intellect and ingenuity of the remaining 70% of human minds.

本文试图评价从20世纪40年代到当代的学术著作,考察将人类认知和意识转化为数字替代品的科学探索,同时思考人类达到这种抽象智力水平的潜在后果。演讲从解释关于意识的理论开始,发展到图灵测试装置,并与达马西奥对人类大脑的研究相交,特别是与意识有关的研究,从而在图灵测试和达马西奥的意识概念之间建立一致性。随后,故事穿越了将人类认知转化为机器智慧的进化年表,并深入探讨了将人类思维转化为合成对应物的热切努力。此外,来自哲学、心理学和神经科学领域的理论观点提供了对人工智能实施内在约束、有争议的假设、隐藏在人工网络中的危险以及人工智能框架所必需的伦理考虑的见解。此外,对未来影响的思考有助于改进战略方法,以保护我们在人工智能中未来的增强时代现实,避免居住在一个令人生畏的技术城市的前景,在那里只有30%的人垄断了剩下70%的人类思想的智力和创造力。
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引用次数: 0
Truth machines: synthesizing veracity in AI language models 真值机:人工智能语言模型的真实性合成
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-28 DOI: 10.1007/s00146-023-01756-4
Luke Munn, Liam Magee, Vanicka Arora

As AI technologies are rolled out into healthcare, academia, human resources, law, and a multitude of other domains, they become de-facto arbiters of truth. But truth is highly contested, with many different definitions and approaches. This article discusses the struggle for truth in AI systems and the general responses to date. It then investigates the production of truth in InstructGPT, a large language model, highlighting how data harvesting, model architectures, and social feedback mechanisms weave together disparate understandings of veracity. It conceptualizes this performance as an operationalization of truth, where distinct, often-conflicting claims are smoothly synthesized and confidently presented into truth-statements. We argue that these same logics and inconsistencies play out in Instruct’s successor, ChatGPT, reiterating truth as a non-trivial problem. We suggest that enriching sociality and thickening “reality” are two promising vectors for enhancing the truth-evaluating capacities of future language models. We conclude, however, by stepping back to consider AI truth-telling as a social practice: what kind of “truth” do we as listeners desire?

随着人工智能技术被推广到医疗保健、学术界、人力资源、法律和许多其他领域,它们成为事实上的真相仲裁者。但真理是有争议的,有许多不同的定义和方法。本文讨论了人工智能系统中对真理的斗争以及迄今为止的一般反应。然后研究了InstructGPT(一个大型语言模型)中真理的产生,强调了数据收集、模型架构和社会反馈机制如何将对准确性的不同理解交织在一起。它将这种表现概念化为真理的操作化,其中不同的,经常相互冲突的主张被顺利地综合并自信地呈现为真理陈述。我们认为,这些相同的逻辑和不一致在指令的继任者ChatGPT中发挥作用,重申真理是一个非平凡的问题。我们认为,丰富社会性和增厚“现实”是增强未来语言模型真实性评估能力的两个有希望的向量。然而,我们的结论是,退一步考虑人工智能讲真话作为一种社会实践:作为听众,我们想要什么样的“真相”?
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引用次数: 0
Searching for sentience 寻找感知
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-26 DOI: 10.1007/s00146-023-01740-y
Ruby Thelot

The AI world was rocked with controversy when Blake Lemoine, an AI researcher at Google claimed that their new LaMDA model was sentient. This Curmudgeon’s Corner article explores his claims critically by contrasting them to the original LaMDA paper released by the team of researchers at Google. The piece explores the human tendency for anthropomorphization via historical chatbots such as Eliza and potential reasons why we developed this propensity. It addresses the potential causes for the model’s choice of words. Subsequently, using the scoring criteria of the language model, I provide an explanation for the model’s behavior in the conversation with Lemoine. Finally, I explore some of Lemoine’s assertions and break down the logical gaps they hold. I conclude on a potential reorientation of the debate in view of our unfortunate tendency.

当b谷歌的人工智能研究员Blake Lemoine声称他们的新LaMDA模型具有感知能力时,人工智能世界陷入了争议。这篇乖戾之角的文章通过将他的观点与b谷歌研究小组发表的原始LaMDA论文进行对比,对他的观点进行了批判性的探讨。这篇文章探讨了人类通过历史上的聊天机器人(如Eliza)进行拟人化的倾向,以及我们产生这种倾向的潜在原因。它解决了模型选择单词的潜在原因。随后,使用语言模型的评分标准,我为模型在与Lemoine对话中的行为提供了解释。最后,我将探讨Lemoine的一些断言,并打破它们所持有的逻辑漏洞。鉴于我们不幸的趋势,我总结了辩论的潜在重新定位。
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引用次数: 0
From the eco-calypse to the infocalypse: the importance of building a new culture for protecting the infosphere 从生态启示录到信息启示录:建立保护信息圈的新文化的重要性
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-26 DOI: 10.1007/s00146-023-01737-7
Manh-Tung Ho, Hong-Kong To Nguyen

In our ever technologically driven and mediatized society, we face the existential risk of falling into an info-calypse as much as an eco-calypse. To complement the list of values of a progressive culture put forth by Harrison (Natl Interest 60:55–65, 2000) and Vuong (Econ Bus Lett 10(3):284–290, 2021), this short essay proposes cultivating a new cultural value of protecting the infosphere. It argues rewarding practices and products that strengthen the integrity of infosphere as part of the newly emerged corporate social responsibility (CSR) practices are highly beneficial for the fight against contaminations of the infosphere, i.e., misinformation, disinformation, damaging contents, etc.

在我们这个日益技术化和媒体化的社会中,我们面临着陷入信息启示录和生态启示录的生存风险。作为对 Harrison(Natl Interest 60:55-65,2000 年)和 Vuong(Econ Bus Lett 10(3):284-290,2021 年)提出的进步文化价值观清单的补充,这篇短文建议培养一种保护信息圈的新文化价值观。本文认为,作为新出现的企业社会责任(CSR)实践的一部分,对加强信息圈完整性的实践和产品进行奖励,对打击信息圈污染(即错误信息、虚假信息、破坏性内容等)大有裨益。
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引用次数: 0
Involving patients in artificial intelligence research to build trustworthy systems 让患者参与人工智能研究,建立可信赖的系统
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-22 DOI: 10.1007/s00146-023-01745-7
Soumya Banerjee, Sarah Griffiths
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引用次数: 0
AI is a ruler not a helper 人工智能是统治者,而不是帮手
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-22 DOI: 10.1007/s00146-023-01749-3
Z. Liu
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引用次数: 0
The privacy dependency thesis and self-defense 隐私依赖论和自卫
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-19 DOI: 10.1007/s00146-023-01734-w
Lauritz Aastrup Munch, Jakob Thrane Mainz

If I decide to disclose information about myself, this act may undermine other people’s ability to conceal information about them. Such dependencies are called privacy dependencies in the literature. Some say that privacy dependencies generate moral duties to avoid sharing information about oneself. If true, we argue, then it is sometimes justified for others to impose harm on the person sharing information to prevent them from doing so. In this paper, we first show how such conclusions arise. Next, we show that the existence of such a dependency between the moral significance you are inclined to attribute to privacy dependencies and judgments about permissible self-defense puts pressure on at least some ways of spelling out the idea that privacy dependencies ought to constrain our data-sharing conduct.

如果我决定公开自己的信息,这一行为可能会削弱其他人隐藏自己信息的能力。这种依赖性在文献中被称为隐私依赖性。有人说,隐私依赖产生了避免分享自己信息的道德责任。我们认为,如果这种观点成立,那么他人有时就有理由对分享信息的人施加伤害,以阻止他们这样做。在本文中,我们首先展示了这种结论是如何产生的。接下来,我们将证明,在你倾向于赋予隐私依赖性的道德意义与对允许的自卫的判断之间存在的这种依赖性,至少对阐明隐私依赖性应该约束我们的数据共享行为这一观点的某些方式造成了压力。
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引用次数: 0
Coverage of well-being within artificial intelligence, machine learning and robotics academic literature: the case of disabled people 人工智能、机器学习和机器人学术文献中的福祉内容:残疾人案例
IF 2.9 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Pub Date : 2023-08-16 DOI: 10.1007/s00146-023-01735-9
Aspen Lillywhite, Gregor Wolbring

Well-being is an important policy concept including in discussions around the use of artificial intelligence, machine learning and robotics. Disabled people experience challenges in their well-being. Therefore, the aim of our scoping review study of academic abstracts employing Scopus, IEEE Xplore, Compendex and the 70 databases from EBSCO-HOST as sources was to better understand how academic literature focusing on AI/ML/robotics engages with well-being in relation to disabled people. Our objective was to answer the following research question: how and to what extent does the AI/ML/robot literature we covered include well-being in relation to disabled people? We found 2071 academic abstracts covering AI/ML and well-being, and 1055 covering robotics and well-being. Within these abstracts, only 39 covered AI/ML and 48 robotics and well-being in relation to disabled people. The tone of the coverage was techno-positive and techno-optimistic arguing that AI/ML/robotics could improve the well-being of disabled people in general or improve well-being by helping disabled people overcome their ‘disability’ or make tasks easier. No negative effects that AI/ML/robotics could have or has had on the well-being of disabled people were mentioned. Disabled people were portrayed only within patient, client, or user roles but not in their roles as stakeholders in the governance of AI/ML/robotics discussions. This biased and limited coverage of the impact of AI/ML/robotics on the well-being of disabled people disempowers disabled people.

福祉是一个重要的政策概念,包括在围绕使用人工智能、机器学习和机器人技术的讨论中。残疾人在福祉方面面临挑战。因此,我们以 Scopus、IEEE Xplore、Compendex 和 EBSCO-HOST 的 70 个数据库为来源,对学术摘要进行了范围审查研究,目的是更好地了解关注人工智能/机器学习/机器人的学术文献是如何涉及与残疾人相关的福祉问题的。我们的目标是回答以下研究问题:我们所涵盖的人工智能/多媒体/机器人文献如何以及在多大程度上包含了与残疾人相关的福祉?我们发现有 2071 篇学术论文摘要涉及人工智能/ML 与福祉,1055 篇涉及机器人与福祉。在这些摘要中,只有 39 篇和 48 篇分别涉及人工智能/ML 和机器人与残疾人福祉。报道的基调是技术上的积极和技术上的乐观,认为人工智能/ML/机器人可以改善残疾人的整体福祉,或通过帮助残疾人克服 "残疾 "或使任务变得更容易来改善福祉。没有人提到人工智能/ML/机器人对残疾人福祉可能或已经产生的负面影响。残疾人只被描述为病人、客户或用户的角色,而没有被描述为人工智能/ML/机器人讨论管理中的利益相关者的角色。对人工智能/人工智能/机器人对残疾人福祉的影响的这种偏颇和有限的报道剥夺了残疾人的权利。
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