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  1. Ethics of Artificial Intelligence.Stefan Buijsman, Michael Klenk & Jeroen van den Hoven - forthcoming - In Nathalie Smuha (ed.), Cambridge Handbook on the Law, Ethics and Policy of AI. Cambridge University Press.
    Artificial Intelligence (AI) is increasingly adopted in society, creating numerous opportunities but at the same time posing ethical challenges. Many of these are familiar, such as issues of fairness, responsibility and privacy, but are presented in a new and challenging guise due to our limited ability to steer and predict the outputs of AI systems. This chapter first introduces these ethical challenges, stressing that overviews of values are a good starting point but frequently fail to suffice due to the context (...)
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  • Not a Good Fix: Constitutivism on Value Change and Disagreement.Michael Klenk & Ibo van de Poel - forthcoming - Erkenntnis:1-18.
    We examine whether Thomsonian constitutivism, a metaethical view that analyses value in terms of ‘goodness-fixing kinds,’ i.e. kinds that themselves set the standards for being a good instance of the respective kind, offers a satisfactory explanation of value change and disagreement. While value disagreement has long been considered an important explanandum, we introduce value change as a closely related but distinct phenomenon of metaethical interest. We argue that constitutivism fails to explain both phenomena because of its commitment to goodness-fixing kinds. (...)
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  • Mechanisms of Techno-Moral Change: A Taxonomy and Overview.John Danaher & Henrik Skaug Sætra - 2023 - Ethical Theory and Moral Practice 26 (5):763-784.
    The idea that technologies can change moral beliefs and practices is an old one. But how, exactly, does this happen? This paper builds on an emerging field of inquiry by developing a synoptic taxonomy of the mechanisms of techno-moral change. It argues that technology affects moral beliefs and practices in three main domains: decisional (how we make morally loaded decisions), relational (how we relate to others) and perceptual (how we perceive situations). It argues that across these three domains there are (...)
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  • Technology and moral change: the transformation of truth and trust.Henrik Skaug Sætra & John Danaher - 2022 - Ethics and Information Technology 24 (3):1-16.
    Technologies can have profound effects on social moral systems. Is there any way to systematically investigate and anticipate these potential effects? This paper aims to contribute to this emerging field on inquiry through a case study method. It focuses on two core human values—truth and trust—describes their structural properties and conceptualisations, and then considers various mechanisms through which technology is changing and can change our perspective on those values. In brief, the paper argues that technology is transforming these values by (...)
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  • The Effectiveness of Embedded Values Analysis Modules in Computer Science Education: An Empirical Study.Matthew Kopec, Meica Magnani, Vance Ricks, Roben Torosyan, John Basl, Nicholas Miklaucic, Felix Muzny, Ronald Sandler, Christo Wilson, Adam Wisniewski-Jensen, Cora Lundgren, Kevin Mills & Mark Wells - 2023 - Big Data and Society 10 (1).
    Embedding ethics modules within computer science courses has become a popular response to the growing recognition that CS programs need to better equip their students to navigate the ethical dimensions of computing technologies like AI, machine learning, and big data analytics. However, the popularity of this approach has outpaced the evidence of its positive outcomes. To help close that gap, this empirical study reports positive results from Northeastern’s program that embeds values analysis modules into CS courses. The resulting data suggest (...)
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  • The Role of Engineers in Harmonising Human Values for AI Systems Design.Steven Umbrello - 2022 - Journal of Responsible Technology 10 (July):100031.
    Most engineers Fwork within social structures governing and governed by a set of values that primarily emphasise economic concerns. The majority of innovations derive from these loci. Given the effects of these innovations on various communities, it is imperative that the values they embody are aligned with those societies. Like other transformative technologies, artificial intelligence systems can be designed by a single organisation but be diffused globally, demonstrating impacts over time. This paper argues that in order to design for this (...)
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  • Towards a Value Sensitive Design Framework for Attaining Meaningful Human Control over Autonomous Weapons Systems.Steven Umbrello - 2021 - Dissertation, Consortium Fino
    The international debate on the ethics and legality of autonomous weapon systems (AWS) as well as the call for a ban are primarily focused on the nebulous concept of fully autonomous AWS. More specifically, on AWS that are capable of target selection and engagement without human supervision or control. This thesis argues that such a conception of autonomy is divorced both from military planning and decision-making operations as well as the design requirements that govern AWS engineering and subsequently the tracking (...)
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  • Three philosophical perspectives on the relation between technology and society, and how they affect the current debate about artificial intelligence.Ibo van de Poel - 2020 - Human Affairs 30 (4):499-511.
    Three philosophical perspectives on the relation between technology and society are distinguished and discussed: 1) technology as an autonomous force that determines society; 2) technology as a human construct that can be shaped by human values, and 3) a co-evolutionary perspective on technology and society where neither of them determines the other. The historical evolution of the three perspectives is discussed and it is argued that all three are still present in current debates about technological change and how it may (...)
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  • Axiological Futurism: The Systematic Study of the Future of Values.John Danaher - forthcoming - Futures.
    Human values seem to vary across time and space. What implications does this have for the future of human value? Will our human and (perhaps) post-human offspring have very different values from our own? Can we study the future of human values in an insightful and systematic way? This article makes three contributions to the debate about the future of human values. First, it argues that the systematic study of future values is both necessary in and of itself and an (...)
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  • Mapping Value Sensitive Design onto AI for Social Good Principles.Steven Umbrello & Ibo van de Poel - 2021 - AI and Ethics 1 (3):283–296.
    Value Sensitive Design (VSD) is an established method for integrating values into technical design. It has been applied to different technologies and, more recently, to artificial intelligence (AI). We argue that AI poses a number of challenges specific to VSD that require a somewhat modified VSD approach. Machine learning (ML), in particular, poses two challenges. First, humans may not understand how an AI system learns certain things. This requires paying attention to values such as transparency, explicability, and accountability. Second, ML (...)
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  • Exploring the Impact of Tensions in Stakeholder Norms on Designing for Value Change: The Case of Biosafety in Industrial Biotechnology.Vitor A. P. Martins dos Santos, Linde F. C. Kampers, Zoë Robaey & Enrique Asin-Garcia - 2023 - Science and Engineering Ethics 29 (2):1-28.
    Synthetic biologists design and engineer organisms for a better and more sustainable future. While the manifold prospects are encouraging, concerns about the uncertain risks of genome editing affect public opinion as well as local regulations. As a consequence, biosafety and associated concepts, such as the Safe-by-design framework and genetic safeguard technologies, have gained notoriety and occupy a central position in the conversation about genetically modified organisms. Yet, as regulatory interest and academic research in genetic safeguard technologies advance, the implementation in (...)
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  • Value Sensitive Design for autonomous weapon systems – a primer.Christine Boshuijzen-van Burken - 2023 - Ethics and Information Technology 25 (1):1-14.
    Value Sensitive Design (VSD) is a design methodology developed by Batya Friedman and Peter Kahn (2003) that brings in moral deliberations in an early stage of a design process. It assumes that neither technology itself is value neutral, nor shifts the value-ladennes to the sole usage of technology. This paper adds to emerging literature onVSD for autonomous weapons systems development and discusses extant literature on values in autonomous systems development in general and in autonomous weapons development in particular. I identify (...)
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  • Circles of Care for Safety: A Care Ethics Approach to Safe-by-Design.Lieke Baas, Suzanne Metselaar & Pim Klaassen - 2022 - NanoEthics 16 (2):167-179.
    Safe-by-Design is an approach to engineering that aims to integrate the value of safety in the design and development of new technologies. It does so by integrating knowledge of potential dangers in the design process and developing methods to design undesirable effects out of the innovation. Recent discussions have highlighted several challenges in conceptualizing safety and integrating the value into the design process. Therefore, some have argued to design for the _responsibility_ for safety, instead of for safety itself. However, this (...)
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  • Contextual Integrity as a General Conceptual Tool for Evaluating Technological Change.Elizabeth O’Neill - 2022 - Philosophy and Technology 35 (3):1-25.
    The fast pace of technological change necessitates new evaluative and deliberative tools. This article develops a general, functional approach to evaluating technological change, inspired by Nissenbaum’s theory of contextual integrity. Nissenbaum introduced the concept of contextual integrity to help analyze how technological changes can produce privacy problems. Reinterpreted, the concept of contextual integrity can aid our thinking about how technological changes affect the full range of human concerns and values—not only privacy. I propose a generalized concept of contextual integrity that (...)
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  • Value Change, Energy Systems, and Rational Choice: The Expected Center of Gravity Principle.Martin Peterson - 2023 - Science and Engineering Ethics 29 (3):1-14.
    The values that will govern choices among future energy systems are unlikely to be the same as the values we embrace today. This paper discusses principles of rational choice for agents expecting future value shifts. How do we ought to reason if we believe that some values are likely to change in the future? Are future values more, equally, or less important than present ones? To answer this question, I propose and discuss the Expected Center of Gravity Principle, which articulates (...)
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  • Accounting for Future Generations in Energy Ethics: The Case for Temporalized Ethical Matrices.Céline Kermisch & Christophe Depaus - 2024 - Ethics, Policy and Environment 27 (1):30-47.
    Accounting for future generations is central in energy ethics and the ethical matrix can be used to reveal ethical impacts on them. However, the way it integrates future generations is questionable. The aim of this paper is to show why this tool does not consider ethical impacts on future generations appropriately and to propose a novel temporalized framework, which characterizes future people according to temporal, spatial and role features. By stimulating the disclosure of intergenerational conflicts, this temporalized matrix provides support (...)
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  • From Value Sensitive Design to values absorption – building an instrument to analyze organizational capabilities for value-sensitive innovation.Jilde Garst & Vincent Blok - 2022 - Journal of Responsible Innovation 1.
    Previous Responsible Innovation (RI) research has provided valuable insights on the value conflicts inherent to societally desirable innovation. By observing the responses of firms to these conflicts, Value-sensitive Absorptive Capacity (VAC) captures the organizational capabilities to become sensitive to these value conflicts and thus, innovate more responsibly. In this article, we construct a survey instrument to assess VAC, based on previous work by CSR and RI scholars. The construct and concurrent validity of the instrument were tested in an empirical study, (...)
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  • Understanding Technology-Induced Value Change: a Pragmatist Proposal.Ibo van de Poel & Olya Kudina - 2022 - Philosophy and Technology 35 (2):1-24.
    We propose a pragmatist account of value change that helps to understand how and why values sometimes change due to technological developments. Inspired by John Dewey’s writings on value, we propose to understand values as evaluative devices that carry over from earlier experiences and that are to some extent shared in society. We discuss the various functions that values fulfil in moral inquiry and propose a conceptual framework that helps to understand value change as the interaction between three manifestations of (...)
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  • Normativity and Justice in Resilience Strategies.Jose Carlos Cañizares-Gaztelu - 2023 - Dissertation, Delft University of Technology - Faculty of Technology, Policy and Management
    Today, resilience is used in many societal contexts for understanding how things respond to risks and for improving their performance in this regard, having also become a prominent approach for adapting to climate change. Yet, despite the broad appeal of resilience and resilience-based approaches within and outside academia, there are persisting puzzles about how to interpret resilience, its relation to competing concepts and approaches, or its desirability. Some proponents of resilience advise caution with the normative use of the term, noting (...)
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  • Designing for Care.Giovanni Frigo, Christine Milchram & Rafaela Hillerbrand - 2023 - Science and Engineering Ethics 29 (3):1-23.
    This article introduces Designing for Care (D4C), a distinctive approach to project management and technological design informed by Care Ethics. We propose to conceptualize “care” as both the foundational value of D4C and as its guiding mid-level principle. As a value, care provides moral grounding. As a principle, it equips D4C with moral guidance to enact a caring process. The latter is made of a set of concrete, and often recursive, caring practices. One of the key assumption of D4C is (...)
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  • A systematic review of almost three decades of value sensitive design (VSD): what happened to the technical investigations?Anne Gerdes & Tove Faber Frandsen - 2023 - Ethics and Information Technology 25 (2):1-16.
    This article presents a systematic literature review documenting how technical investigations have been adapted in value sensitive design (VSD) studies from 1996 to 2023. We present a systematic review, including theoretical and applied studies that either discuss or conduct technical investigations in VSD. This systematic review contributes to the VSD community when seeking to further refine the methodological framework for carrying out technical investigations in VSD.
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  • Value Change, Value Conflict, and Policy Innovation: Understanding the Opposition to the Market-Based Economic Dispatch of Electricity Scheme in India Using the Multiple Streams Framework.Kaveri Iychettira & Nihit Goyal - 2022 - Science and Engineering Ethics 28 (6):1-26.
    As policy innovation is essential for upscaling responsible innovation, understanding its relationship to value change(s) occurring or sought in sociotechnical systems is imperative. In this study, we ask: what are the different types of values in the policy process? And, how does value change influence policy innovation? We propose a disaggregation of values and value change based on a four-stream variant of the multiple streams framework (MSF), a conceptual lens increasingly used for explaining policy innovation in sociotechnical transitions. Specifically, we (...)
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  • An Interpretation of Value Change: A Philosophical Disquisition of Climate Change and Energy Transition Debate.Anna Melnyk - 2022 - Science, Technology, and Human Values 47 (3):404-428.
    Changing values may give rise to intergenerational conflicts, like in the ongoing climate change and energy transition debate. This essay focuses on the interpretative question of how this value change can best be understood. To elucidate the interpretation of value change, two philosophical perspectives on value are introduced: Berlin’s value pluralism and Dworkin’s interpretivism. While both authors do not explicitly discuss value change, I argue that their perspectives can be used for interpreting value change in the case of climate change (...)
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  • Putting Values in Context.Mostafa Saket - 2022 - Journal of Ethics and Emerging Technologies 31 (2):1-9.
    It is increasingly recognized that human values play an essential role in engineering design. Recent literature in the ethics of technology has focused on spelling out the role of values in different fields of engineering. Value Sensitive Design, as a well-established approach, aims to systematically integrate human values into technologies and engineering products. Although there is significant attention to stakeholders in VSD, how contexts may affect what stakeholders perceive as values deserves more attention. It seems that there is an implicit (...)
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  • Human Flourishing and Technology Affordances.Avigail Ferdman - 2023 - Philosophy and Technology 37 (1):1-28.
    Amid the growing interest in the relationship between technology and human flourishing, philosophical perfectionism can serve as a fruitful lens through which to normatively evaluate technology. This paper offers an analytic framework that explains the relationship between technology and flourishing by way of innate human capacities. According to perfectionism, our human flourishing is determined by how well we exercise our human capacities to know, create, be sociable, use our bodies and exercise the will, by engaging in activities that ultimately produce (...)
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  • The value sensitive design of a preventive health check app.Jeroen van Grondelle, Cathelijn Timmers, Anke van Gorp, Marlies van Steenbergen & Litska Strikwerda - 2022 - Ethics and Information Technology 24 (3):1-12.
    In projects concerning big data, ethical questions need to be answered during the design process. In this paper the Value Sensitive Design method is applied in the context of data-driven health services aimed at disease prevention. It shows how Value Sensitive Design, with the use of a moral dialogue and an ethical matrix, can support the identification and operationalization of moral values that are at stake in the design of such services. It also shows that using this method can support (...)
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  • Tracing Long-term Value Change in (Energy) Technologies: Opportunities of Probabilistic Topic Models Using Large Data Sets.E. J. L. Chappin, I. R. van de Poel & T. E. de Wildt - 2022 - Science, Technology, and Human Values 47 (3):429-458.
    We propose a new approach for tracing value change. Value change may lead to a mismatch between current value priorities in society and the values for which technologies were designed in the past, such as energy technologies based on fossil fuels, which were developed when sustainability was not considered a very important value. Better anticipating value change is essential to avoid a lack of social acceptance and moral acceptability of technologies. While value change can be studied historically and qualitatively, we (...)
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  • Understanding Value Change in the Energy Transition: Exploring the Perspective of Original Institutional Economics.Eefje Cuppen, Udo Pesch & Aad Correljé - 2022 - Science and Engineering Ethics 28 (6):1-20.
    In this paper, we take inspiration from original institutional economics (OIE) as an approach to study value change within the highly complex assembly of sociotechnical transformations that make up the energy transition. OIE is examined here as a suitable perspective, as it combines Dewey’s pragmatist philosophy and a methodological interactionist perspective on value change, behavior and institutions, with technology figuring as a transformational factor. This combination overcomes conceptual and methodological shortcomings of alternative accounts of values. We will present the contours (...)
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  • An Ethical Framework for the Design, Development, Implementation, and Assessment of Drones Used in Public Healthcare.Dylan Cawthorne & Aimee Robbins-van Wynsberghe - 2020 - Science and Engineering Ethics 26 (5):2867-2891.
    The use of drones in public healthcare is suggested as a means to improve efficiency under constrained resources and personnel. This paper begins by framing drones in healthcare as a social experiment where ethical guidelines are needed to protect those impacted while fully realizing the benefits the technology offers. Then we propose an ethical framework to facilitate the design, development, implementation, and assessment of drones used in public healthcare. Given the healthcare context, we structure the framework according to the four (...)
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  • Interview with John Danaher on axiological futurism: in pursuit of a better understanding of the relationship between new technologies, risks, and ethics considering value changes.Murilo Mariano Vilaça & Murilo Karasinski - 2023 - Trans/Form/Ação 46 (3):13-30.
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  • Value Change in Energy Systems.Behnam Taebi & Ibo van de Poel - 2022 - Science, Technology, and Human Values 47 (3):371-379.
    The ongoing energy transition toward more sustainable energy systems implies a change in the values for which such systems are designed. The energy transition however is not just about sustainability but also about values like energy security and affordability, and we witness the emergence of new values like energy justice and energy democracy. How can we understand such value changes and how can or should they affect the design of future energy systems? This introduction to the special section on value (...)
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  • Introduction to Topical Collection: Changing Values and Energy Systems.Joost Alleblas, Anna Melnyk & Ibo van de Poel - 2024 - Science and Engineering Ethics 30 (4):1-8.
    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 (...)
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  • A Value Sensitive Scenario Planning Method for Adaptation to Uncertain Future Sea Level Rise.Anna Wedin & Per Wikman–Svahn - 2021 - Science and Engineering Ethics 27 (6):1-21.
    Value sensitive design aims at creating better technology based on social and ethical values. However, VSD has not been applied to long-term and uncertain future developments, such as societal planning for climate change. This paper describes a new method that combines elements from VSD with scenario planning. The method was developed for and applied to a case study of adaptation to sea level rise in southern Sweden in a series of workshops. The participants of the workshops found that the method (...)
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