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Reconstructing AI Ethics Principles: Rawlsian Ethics of Artificial Intelligence. 重构人工智能伦理原则:罗尔斯人工智能伦理学。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-09 DOI: 10.1007/s11948-024-00507-y
Salla Westerstrand

The popularisation of Artificial Intelligence (AI) technologies has sparked discussion about their ethical implications. This development has forced governmental organisations, NGOs, and private companies to react and draft ethics guidelines for future development of ethical AI systems. Whereas many ethics guidelines address values familiar to ethicists, they seem to lack in ethical justifications. Furthermore, most tend to neglect the impact of AI on democracy, governance, and public deliberation. Existing research suggest, however, that AI can threaten key elements of western democracies that are ethically relevant. In this paper, Rawls's theory of justice is applied to draft a set of guidelines for organisations and policy-makers to guide AI development towards a more ethical direction. The goal is to contribute to the broadening of the discussion on AI ethics by exploring the possibility of constructing AI ethics guidelines that are philosophically justified and take a broader perspective of societal justice. The paper discusses how Rawls's theory of justice as fairness and its key concepts relate to the ongoing developments in AI ethics and gives a proposition of how principles that offer a foundation for operationalising AI ethics in practice could look like if aligned with Rawls's theory of justice as fairness.

人工智能(AI)技术的普及引发了有关其伦理影响的讨论。这一发展迫使政府组织、非政府组织和私营公司做出反应,为未来开发符合伦理的人工智能系统起草伦理指南。虽然许多伦理指南都涉及伦理学家所熟悉的价值观,但它们似乎缺乏伦理依据。此外,大多数准则往往忽视人工智能对民主、治理和公共审议的影响。然而,现有研究表明,人工智能会威胁到西方民主制度中与伦理相关的关键要素。本文运用罗尔斯的正义理论,为组织和政策制定者起草了一套指导方针,以引导人工智能朝着更加合乎伦理的方向发展。本文的目的是通过探索构建人工智能伦理准则的可能性,从哲学上证明其合理性,并从更广泛的社会正义角度出发,为扩大人工智能伦理讨论做出贡献。本文讨论了罗尔斯的正义即公平理论及其关键概念与当前人工智能伦理发展的关系,并提出了一个命题,即如果与罗尔斯的正义即公平理论保持一致,那么为人工智能伦理在实践中的可操作性提供基础的原则会是怎样的。
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引用次数: 0
The Rise of Tech Ethics: Approaches, Critique, and Future Pathways. 科技伦理的兴起:方法、批判和未来之路。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-09 DOI: 10.1007/s11948-024-00510-3
Nina Frahm, Kasper Schiølin

In this editorial to the Topical Collection "Innovation under Fire: The Rise of Ethics in Tech", we provide an overview of the papers gathered in the collection, reflect on similarities and differences in their analytical angles and methodological approaches, and carve out some of the cross-cutting themes that emerge from research on the production of 'Tech Ethics'. We identify two recurring ways through which 'Tech Ethics' are studied and forms of critique towards them developed, which we argue diverge primarily in their a priori commitments towards what ethical tech is and how it should best be pursued. Beyond these differences, we observe how current research on 'Tech Ethics' evidences a close relationship between public controversies about technological innovation and the rise of ethics discourses and instruments for their settlement, producing legitimacy crises for 'Tech Ethics' in and of itself. 'Tech Ethics' is not only instrumental for governing technoscientific projects in the present but is equally instrumental for the construction of socio-technical imaginaries and the essentialization of technological futures. We suggest that efforts to reach beyond single case-studies are needed and call for collective reflection on joint issues and challenges to advance the critical project of 'Tech Ethics'.

在这篇专题文集 "烈火中的创新:科技伦理的崛起 "的社论中,我们概述了文集中收集的论文,反思了这些论文在分析角度和方法论上的异同,并提出了在 "科技伦理 "研究中出现的一些交叉主题。我们发现了研究 "科技伦理 "和对其进行批判的两种经常性方式,我们认为这两种方式的分歧主要在于它们对什么是科技伦理以及如何最好地追求科技伦理的先验承诺。除了这些分歧之外,我们还观察到,当前关于 "技术伦理 "的研究如何证明了有关技术创新的公共争议与伦理话语的兴起以及解决这些争议的工具之间的密切关系,从而为 "技术伦理 "本身带来了合法性危机。技术伦理 "不仅有助于管理当前的技术科学项目,而且同样有助于构建社会技术想象和技术未来的本质化。我们建议,需要努力超越单一的案例研究,并呼吁对共同的问题和挑战进行集体反思,以推进 "技术伦理 "的关键项目。
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引用次数: 0
Beyond Anthropocentrism: The Moral and Strategic Philosophy behind Russell and Burch’s 3Rs in Animal Experimentation 超越人类中心主义:罗素和伯奇动物实验 3R 背后的道德与战略哲学
IF 3.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-11 DOI: 10.1007/s11948-024-00504-1
Nico Dario Müller

The 3Rs framework in animal experimentation– “replace, reduce, refine” – has been alleged to be expressive of anthropocentrism, the view that only humans are directly morally relevant. After all, the 3Rs safeguard animal welfare only as far as given human research objectives permit, effectively prioritizing human use interests over animal interests. This article acknowledges this prioritization, but argues that the characterization as anthropocentric is inaccurate. In fact, the 3Rs prioritize research purposes even more strongly than an ethical anthropocentrist would. Drawing on the writings of Universities Federation for Animal Welfare (UFAW) founder Charles W. Hume, who employed Russell and Burch, it is argued that the 3Rs originally arose from an animal-centered ethic which was however restricted by an organizational strategy aiming at the voluntary cooperation of animal researchers. Research purposes thus had to be accepted as given. While this explains why the 3Rs focus narrowly on humane method selection, not on encouraging animal-free question selection in the first place, it suggests that governments should (also) focus on the latter if they recognize animals as deserving protection for their own sake.

动物实验中的 3R 框架--"取代、减少、完善"--被指表达了人类中心主义,即认为只有人类才与道德直接相关。毕竟,只有在人类研究目标允许的范围内,3Rs 才能保障动物福利,这实际上是将人类使用利益置于动物利益之上。本文承认这种优先性,但认为以人类为中心的描述并不准确。事实上,"3R "对研究目的的优先考虑甚至比伦理人类中心主义者更为强烈。本文借鉴了大学动物福利联盟(UFAW)创始人查尔斯-休姆(Charles W. Hume)的著作,认为 3Rs 最初源于以动物为中心的伦理观,但这一伦理观受到了旨在让动物研究人员自愿合作的组织战略的限制。因此,研究目的不得不被视为既定事实。这就解释了为什么 3Rs 狭隘地关注人道的方法选择,而不是首先鼓励无动物的问题选择,同时也表明,如果政府认识到动物本身值得保护,就应该(也)关注后者。
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引用次数: 0
Emotional Labor and the Problem of Exploitation in Roboticized Care Practices: Enriching the Framework of Care Centred Value Sensitive Design 机器人化护理实践中的情感劳动与剥削问题:丰富以护理为中心的价值敏感型设计框架
IF 3.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-11 DOI: 10.1007/s11948-024-00511-2
Belén Liedo, Janna Van Grunsven, Lavinia Marin

Care ethics has been advanced as a suitable framework for evaluating the ethical significance of assistive robotics. One of the most prominent care ethical contributions to the ethical assessment of assistive robots comes through the work of Aimee Van Wynsberghe, who has developed the Care-Centred Value-Sensitive Design framework (CCVSD) in order to incorporate care values into the design of assistive robots. Building upon the care ethics work of Joan Tronto, CCVSD has been able to highlight a number of ways in which care practices can undergo significant ethical transformations upon the introduction of assistive robots. In this paper, we too build upon the work of Tronto in an effort to enrich the CCVSD framework. Combining insights from Tronto’s work with the sociological concept of emotional labor, we argue that CCVSD remains underdeveloped with respect to the impact robots may have on the emotional labor required by paid care workers. Emotional labor consists of the managing of emotions and of emotional bonding, both of which signify a demanding yet potentially fulfilling dimension of paid care work. Because of the conditions in which care labor is performed nowadays, emotional labor is also susceptible to exploitation. While CCVSD can acknowledge some manifestations of unrecognized emotional labor in care delivery, it remains limited in capturing the structural conditions that fuel this vulnerability to exploitation. We propose that the idea of privileged irresponsibility, coined by Tronto, helps to understand how the exploitation of emotional labor can be prone to happen in roboticized care practices.

护理伦理学被认为是评估辅助机器人伦理意义的合适框架。艾米-范-温斯伯格(Aimee Van Wynsberghe)在辅助机器人的伦理评估方面做出了最突出的护理伦理学贡献,她开发了 "以护理为中心的价值敏感设计框架"(CCVSD),以便将护理价值纳入辅助机器人的设计中。在琼-特龙托(Joan Tronto)的护理伦理工作基础上,CCVSD 强调了在引入辅助机器人后,护理实践可能发生重大伦理变革的多种方式。在本文中,我们也将以特龙托的工作为基础,努力丰富 CCVSD 框架。我们将特龙托的研究成果与情感劳动的社会学概念相结合,认为在机器人可能对有偿护理工作者所需的情感劳动产生的影响方面,CCVSD 的发展仍显不足。情感劳动包括管理情感和建立情感纽带,两者都是有偿护理工作中要求较高但又具有潜在成就感的一个方面。由于现今从事护理工作的条件,情感劳动也很容易受到剥削。虽然 "情商与社会发展委员会 "承认在护理工作中存在一些未被承认的情感劳动表现形式,但它在捕捉助长这种剥削脆弱性的结构性条件方面仍然是有限的。我们建议,特龙托(Tronto)提出的 "特权不负责任"(privileged irresponsibility)的概念有助于理解机器人化护理实践中如何容易发生剥削情感劳动的情况。
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引用次数: 0
Cross-National Variations in Scientific Ethics: Exploring Ethical Perspectives Among Scientists in China, the US, and the UK. 科学伦理的跨国差异:探索中国、美国和英国科学家的伦理观。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-11 DOI: 10.1007/s11948-024-00505-0
Di Di, Elaine Howard Ecklund

This research explores the perspectives of academic physicists from three national contexts concerning their roles and responsibilities within the realm of science. Using a dataset comprised of 211 interviews with scientists working in China, the United States, and the United Kingdom, the study seeks to explain whether and in what manner physicists conceptualize scientific ethics within a global or national framework. The empirical findings bring to light disparities across nations in the physicists' perceptions of what constitutes responsible mentorship and engagement in public service. These cross-national variations underscore the moral agency of physicists as they navigate the ethical standards embraced by the global scientific community vis-à-vis those that are specific to their respective national contexts. The study's empirical insights may carry significant implications for both policymakers and ethicists, underscoring the imperative of soliciting and acknowledging the perspectives of academic scientists working and living in disparate national contexts when formulating comprehensive science ethics frameworks. Such inclusive and context-aware approaches to shaping ethics in science can contribute to the cultivation of a more robust and universally relevant ethical foundation for the scientific community.

本研究探讨了三个国家的学术物理学家对其在科学领域的角色和责任的看法。研究使用了一个由 211 个在中国、美国和英国工作的科学家访谈组成的数据集,试图解释物理学家是否以及以何种方式在全球或国家框架内构思科学伦理。实证研究结果揭示了各国物理学家对什么是负责任的导师和参与公共服务的看法存在差异。这些跨国差异凸显了物理学家的道德能动性,因为他们在全球科学界所接受的道德标准与他们各自国家所特有的道德标准之间游刃有余。这项研究的经验性见解可能对政策制定者和伦理学家都有重大意义,它强调了在制定全面的科学伦理框架时,征求并承认在不同国家环境中工作和生活的学术科学家的观点的必要性。以这种具有包容性和背景意识的方法来塑造科学伦理,有助于为科学界奠定一个更加坚实和具有普遍意义的伦理基础。
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引用次数: 0
Supporting Trustworthy AI Through Machine Unlearning 通过机器学习支持可信的人工智能
IF 3.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-11 DOI: 10.1007/s11948-024-00500-5
Emmie Hine, Claudio Novelli, Mariarosaria Taddeo, Luciano Floridi

Machine unlearning (MU) is often analyzed in terms of how it can facilitate the “right to be forgotten.” In this commentary, we show that MU can support the OECD’s five principles for trustworthy AI, which are influencing AI development and regulation worldwide. This makes it a promising tool to translate AI principles into practice. We also argue that the implementation of MU is not without ethical risks. To address these concerns and amplify the positive impact of MU, we offer policy recommendations across six categories to encourage the research and uptake of this potentially highly influential new technology.

机器学习(MU)经常从如何促进 "被遗忘权 "的角度进行分析。在这篇评论中,我们表明机器学习可以支持经合组织(OECD)的可信人工智能五项原则,这些原则正影响着全球的人工智能发展和监管。这使它成为将人工智能原则转化为实践的一个有前途的工具。我们还认为,实施人工智能并非没有道德风险。为了解决这些问题并扩大 MU 的积极影响,我们提出了六类政策建议,以鼓励研究和采用这项可能极具影响力的新技术。
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引用次数: 0
Transforming Ethics Education Through a Faculty Learning Community: “I’m Coming Around to Seeing Ethics as Being Maybe as Important as Calculus” 通过教师学习社区转变伦理教育:"我逐渐认识到伦理学可能与微积分一样重要
IF 3.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-09 DOI: 10.1007/s11948-024-00503-2
Justin L. Hess, Elizabeth Sanders, Grant A. Fore, Martin Coleman, Mary Price, Sammy Nyarko, Brandon Sorge

Ethics is central to scientific and engineering research and practice, but a key challenge for promoting students’ ethical formation involves enhancing faculty members’ ability and confidence in embedding positive ethical learning experiences into their curriculums. To this end, this paper explores changes in faculty members’ approaches to and perceptions of ethics education following their participation in a multi-year interdisciplinary faculty learning community (FLC). We conducted and thematically analyzed semi-structured interviews with 11 participants following the second year of the FLC. Qualitative themes suggested that, following two years of FLC participation, faculty members (1) were better able to articulate their conceptualizations of ethics; (2) became cognizant of how personal experiences, views, and beliefs informed how they introduced ethics into their curriculum; and (3) developed and lived instructional principles that guided their ethics teaching. Results thus suggested that faculty members benefitted from exploring, discussing, and teaching ethics, which (in turn) enabled them to see new opportunities and become confident in integrating ethics into their courses in meaningful ways that aligned with their scholarly identities. Taken together, these data suggest faculty became agents of change for designing, implementing, and refining ethics-related instructional efforts in STEM. This work can guide others interested in designing faculty learning communities to promote instructional skill development, faculty members’ awareness of their ethical values, and their ability and agency to design and integrate ethics learning activities alongside departmental peers in an intentional and continuous manner.

伦理是科学和工程研究与实践的核心,但促进学生伦理养成的一个关键挑战是提高教师将积极的伦理学习体验融入课程的能力和信心。为此,本文探讨了教师在参与多年跨学科教师学习社区(FLC)后,对伦理教育的方法和看法的变化。我们在 FLC 第二年对 11 名参与者进行了半结构式访谈,并对访谈内容进行了主题分析。定性主题表明,在参加了两年的 FLC 之后,教师们(1)能够更好地阐述他们对伦理学的概念;(2)开始认识到个人经历、观点和信仰如何影响他们如何将伦理学引入课程;以及(3)制定并实践了指导伦理学教学的教学原则。因此,研究结果表明,教师们从探索、讨论和教授伦理学中获益匪浅,这(反过来)又使他们看到了新的机遇,并有信心以有意义的方式将伦理学融入他们的课程,从而与他们的学术身份保持一致。总之,这些数据表明,在设计、实施和完善科技、工程和数学领域与伦理学相关的教学工作时,教师们成为了变革的推动者。这项工作可以为其他有志于设计教师学习社区的人提供指导,以促进教学技能的发展、教师对其伦理价值观的认识,以及他们与系里的同行一起有意识地、持续地设计和整合伦理学习活动的能力和能动性。
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引用次数: 0
Team Factors in Ethical Decision Making: A Content Analysis of Interviews with Scientists and Engineers. 道德决策中的团队因素:科学家和工程师访谈内容分析》。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1007/s11948-024-00499-9
Logan L Watts, Sampoorna Nandi, Michelle Martín-Raugh, Rylee M Linhardt

The ethical decision making of researchers has historically been studied from an individualistic perspective. However, researchers rarely work alone, and they typically experience ethical dilemmas in a team context. In this mixed-methods study, 67 scientists and engineers working at a public R1 (very high research activity) university in the United States responded to a survey that asked whether they had experienced or observed an ethical dilemma while working in a research team. Among these, 30 respondents agreed to be interviewed about their experiences using a think-aloud protocol. A total of 40 unique ethical incidents were collected across these interviews. Qualitative data from interview transcripts were then systematically content-analyzed by multiple independent judges to quantify the overall ethicality of team decisions as well as several team characteristics, decision processes, and situational factors. The results demonstrated that team formalistic orientation, ethical championing, and the use of ethical decision strategies were all positively related to the overall ethicality of team decisions. Additionally, the relationship between ethical championing and overall team decision ethicality was moderated by psychological safety and moral intensity. Implications for future research and practice are discussed.

研究人员的伦理决策历来是从个人主义的角度进行研究的。然而,研究人员很少单独工作,他们通常在团队背景下经历伦理困境。在这项混合方法研究中,67 名在美国一所公立 R1(研究活动非常活跃)大学工作的科学家和工程师回答了一项调查,询问他们在研究团队工作时是否经历或观察到过伦理困境。其中,30 名受访者同意接受采访,讲述他们使用 "思考-朗读 "协议的经历。这些访谈共收集到 40 个独特的伦理事件。然后,由多位独立评委对访谈记录中的定性数据进行了系统的内容分析,以量化团队决策的整体道德性以及若干团队特征、决策过程和情境因素。结果表明,团队形式主义取向、道德拥护和道德决策策略的使用都与团队决策的整体道德性呈正相关。此外,道德拥护与团队决策整体道德性之间的关系受到心理安全和道德强度的调节。本文讨论了未来研究和实践的意义。
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引用次数: 0
Disruptive Technologies and Open Science: How Open Should Open Science Be? A 'Third Bioethics' Ethical Framework. 颠覆性技术与开放科学:开放科学应如何开放?第三生物伦理学 "伦理框架。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s11948-024-00502-3
Giovanni Spitale, Federico Germani, Nikola Biller-Andorno

This paper investigates the ethical implications of applying open science (OS) practices on disruptive technologies, such as generative AIs. Disruptive technologies, characterized by their scalability and paradigm-shifting nature, have the potential to generate significant global impact, and carry a risk of dual use. The tension arises between the moral duty of OS to promote societal benefit by democratizing knowledge and the risks associated with open dissemination of disruptive technologies. Van Rennselaer Potter's 'third bioethics' serves as the founding horizon for an ethical framework to govern these tensions. Through theoretical analysis and concrete examples, this paper explores how OS can contribute to a better future or pose threats. Finally, we provide an ethical framework for the intersection between OS and disruptive technologies that tries to go beyond the simple 'as open as possible' tenet, considering openness as an instrumental value for the pursuit of other ethical values rather than as a principle with prima facie moral significance.

本文探讨了在生成式人工智能等颠覆性技术上应用开放科学(OS)实践的伦理意义。颠覆性技术的特点是可扩展性和范式转换性,有可能产生重大的全球影响,并有双重用途的风险。操作系统的道德责任是通过知识民主化来促进社会效益,而公开传播颠覆性技术则会带来风险,两者之间的矛盾由此产生。Van Rennselaer Potter 的 "第三生物伦理学 "为解决这些矛盾提供了一个伦理框架。通过理论分析和具体实例,本文探讨了操作系统如何为更美好的未来做出贡献或构成威胁。最后,我们为操作系统与颠覆性技术之间的交叉提供了一个伦理框架,试图超越简单的 "尽可能开放 "原则,将开放性视为追求其他伦理价值的工具性价值,而不是具有初步道德意义的原则。
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引用次数: 0
Introduction to Topical Collection: Changing Values and Energy Systems. 专题集简介:不断变化的价值观和能源系统。
IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s11948-024-00497-x
Joost Alleblas, Anna Melnyk, Ibo van de Poel

This paper is the introduction to a topical collection on "Changing Values and Energy Systems" that consists of six contributions that examine instances of value change regarding the design, use and operation of energy systems. This introduction discusses the need to consider values in the energy transition. It examines conceptions of value and value change and how values can be addressed in the design of energy systems. Value change in the context of energy and energy systems is a topic that has recently gained traction. Current, and past, energy transitions often focus on a limited range of values, such as sustainability, while leaving other salient values, such as energy democracy, or energy justice, out of the picture. Furthermore, these values become entrenched in the design of these systems: it is hard for stakeholders to address new concerns and values in the use and operation of these systems, leading to further costly transitions and systems' overhaul. To remedy this issue, value change in the context of energy systems needs to be better understood. We also need to think about further requirements for the governance, institutional and engineering design of energy systems to accommodate future value change. Openness, transparency, adaptiveness, flexibility and modularity emerge as new requirements within the current energy transition that need further exploration and scrutiny.

本文是 "不断变化的价值观与能源系统 "专题文集的导言,该文集由六篇文章组成,探讨了能源系统的设计、使用和运行方面的价值观变化实例。本文讨论了在能源转型中考虑价值观的必要性。它探讨了价值和价值变化的概念,以及在能源系统设计中如何处理价值问题。能源和能源系统背景下的价值变化是近期备受关注的一个话题。当前和过去的能源转型往往只关注有限的价值观,如可持续性,而忽略了其他突出的价值观,如能源民主或能源公正。此外,这些价值观在这些系统的设计中变得根深蒂固:利益相关者很难在这些系统的使用和运行过程中解决新的问题和价值观,从而导致进一步的代价高昂的转型和系统检修。为了解决这个问题,需要更好地理解能源系统中的价值变化。我们还需要考虑能源系统的管理、制度和工程设计方面的进一步要求,以适应未来的价值变化。公开性、透明度、适应性、灵活性和模块化是当前能源转型中出现的新要求,需要进一步探讨和审查。
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引用次数: 0
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