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  1. How the machine ‘thinks’: Understanding opacity in machine learning algorithms.Jenna Burrell - 2016 - Big Data and Society 3 (1):205395171562251.
    This article considers the issue of opacity as a problem for socially consequential mechanisms of classification and ranking, such as spam filters, credit card fraud detection, search engines, news trends, market segmentation and advertising, insurance or loan qualification, and credit scoring. These mechanisms of classification all frequently rely on computational algorithms, and in many cases on machine learning algorithms to do this work. In this article, I draw a distinction between three forms of opacity: opacity as intentional corporate or state (...)
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  • Legal Personhood for Artificial Intelligence: Citizenship as the Exception to the Rule.Tyler L. Jaynes - 2020 - AI and Society 35 (2):343-354.
    The concept of artificial intelligence is not new nor is the notion that it should be granted legal protections given its influence on human activity. What is new, on a relative scale, is the notion that artificial intelligence can possess citizenship—a concept reserved only for humans, as it presupposes the idea of possessing civil duties and protections. Where there are several decades’ worth of writing on the concept of the legal status of computational artificial artefacts in the USA and elsewhere, (...)
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  • Artificial Intelligence and Black‐Box Medical Decisions: Accuracy versus Explainability.Alex John London - 2019 - Hastings Center Report 49 (1):15-21.
    Although decision‐making algorithms are not new to medicine, the availability of vast stores of medical data, gains in computing power, and breakthroughs in machine learning are accelerating the pace of their development, expanding the range of questions they can address, and increasing their predictive power. In many cases, however, the most powerful machine learning techniques purchase diagnostic or predictive accuracy at the expense of our ability to access “the knowledge within the machine.” Without an explanation in terms of reasons or (...)
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  • Medicine and technology. Remarks on the notion of responsibility in the technology-assisted health care.Waldemar Kwiatkowski - 2018 - Medicine, Health Care and Philosophy 21 (2):197-205.
    The introduction of the modern diagnostic and therapeutic procedures to the medical practice provided a new challenge for the medicine. The art of medicine, with its default purpose of acting for the benefit of health, is therefore required to derive from technological progress effectively and rationally. As a result, the medical ethics has been engaged with the rules of economy and management of deficit medical procedures as well as their rational and fair distribution. The above suggests, that medics, given these (...)
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  • The Posthuman as Hollow Idol: A Nietzschean Critique of Human Enhancement.Ciano Aydin - 2017 - Journal of Medicine and Philosophy 42 (3):304-327.
    In this paper, the author aims to show that transhumanists are confused about their own conception of the posthuman: transhumanists anticipate radical transformation of the human through technology and at the same time assume that the criteria to determine what is “normal” and what is “enhanced” are univocal, both in our present time and in the future. Inspired by Nietzsche’s notion of the Overhuman, the author argues that the slightest “historical and phenomenological sense” discloses copious variations of criteria, both diachronic (...)
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  • The ethics of algorithms: mapping the debate.Brent Mittelstadt, Patrick Allo, Mariarosaria Taddeo, Sandra Wachter & Luciano Floridi - 2016 - Big Data and Society 3 (2):2053951716679679.
    In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among ourselves and with the environment. Gaps between the design and operation of algorithms and our understanding of their ethical implications can have severe consequences (...)
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  • Moral Machines: Teaching Robots Right From Wrong.Wendell Wallach & Colin Allen - 2008 - New York, US: Oxford University Press.
    Computers are already approving financial transactions, controlling electrical supplies, and driving trains. Soon, service robots will be taking care of the elderly in their homes, and military robots will have their own targeting and firing protocols. Colin Allen and Wendell Wallach argue that as robots take on more and more responsibility, they must be programmed with moral decision-making abilities, for our own safety. Taking a fast paced tour through the latest thinking about philosophical ethics and artificial intelligence, the authors argue (...)
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  • Technology and the Virtues: A Philosophical Guide to a Future Worth Wanting.Shannon Vallor - 2016 - New York, NY: Oxford University Press USA.
    New technologies from artificial intelligence to drones, and biomedical enhancement make the future of the human family increasingly hard to predict and protect. This book explores how the philosophical tradition of virtue ethics can help us to cultivate the moral wisdom we need to live wisely and well with emerging technologies.
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  • Expanding Hermeneutics: Visualism in Science.Don Ihde - 1998 - Northwestern University Press.
    _Expanding Hermeneutics_ examines the development of interpretation theory, emphasizing how science in practice involves and implicates interpretive processes. Ihde argues that the sciences have developed a sophisticated visual hermeneutics that produces evidence by means of imaging, visual displays, and visualizations. From this vantage point, Ihde demonstrates how interpretation is built into technologies and instruments.
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  • Moralizing Technology: Understanding and Designing the Morality of Things.Peter-Paul Verbeek - 2011 - University of Chicago Press.
    Technology permeates nearly every aspect of our daily lives. Cars enable us to travel long distances, mobile phones help us to communicate, and medical devices make it possible to detect and cure diseases. But these aids to existence are not simply neutral instruments: they give shape to what we do and how we experience the world. And because technology plays such an active role in shaping our daily actions and decisions, it is crucial, Peter-Paul Verbeek argues, that we consider the (...)
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  • (1 other version)Illness: The Cry of the Flesh.Havi Carel - 2014 - Routledge.
    What is illness? Is it a physiological dysfunction, a social label, or a way of experiencing the world? How do the physical, social and emotional worlds of a person change when they become ill? And can there be well-being within illness? In this remarkable and thought-provoking book, Havi Carel explores these questions by weaving together the personal story of her own serious illness with insights and reflections drawn from her work as a philosopher. Carel's fresh approach to illness raises some (...)
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  • Nano-ethics as NEST-ethics: Patterns of moral argumentation about new and emerging science and technology. [REVIEW]Tsjalling Swierstra & Arie Rip - 2007 - NanoEthics 1 (1):3-20.
    There might not be a specific nano-ethics, but there definitely is an ethics of new & emerging science and technology (NEST), with characteristic tropes and patterns of moral argumentation. Ethical discussion in and around nanoscience and technology reflects such NEST-ethics. We offer an inventory of the arguments, and show patterns in their evolution, in arenas full of proponents and opponents. We also show that there are some nano-specific issues: in how size matters, and when agency is delegated to smart devices. (...)
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  • Ethics from Within: Google Glass, the Collingridge Dilemma, and the Mediated Value of Privacy.Peter-Paul Verbeek & Olya Kudina - 2019 - Science, Technology, and Human Values 44 (2):291-314.
    Following the “control dilemma” of Collingridge, influencing technological developments is easy when their implications are not yet manifest, yet once we know these implications, they are difficult to change. This article revisits the Collingridge dilemma in the context of contemporary ethics of technology, when technologies affect both society and the value frameworks we use to evaluate them. Early in its development, we do not know how a technology will affect the value frameworks from which it will be evaluated, while later, (...)
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  • (1 other version)Against the iDoctor: why artificial intelligence should not replace physician judgment.Kyle E. Karches - 2018 - Theoretical Medicine and Bioethics 39 (2):91-110.
    Experts in medical informatics have argued for the incorporation of ever more machine-learning algorithms into medical care. As artificial intelligence research advances, such technologies raise the possibility of an “iDoctor,” a machine theoretically capable of replacing the judgment of primary care physicians. In this article, I draw on Martin Heidegger’s critique of technology to show how an algorithmic approach to medicine distorts the physician–patient relationship. Among other problems, AI cannot adapt guidelines according to the individual patient’s needs. In response to (...)
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  • (1 other version)Against the iDoctor: why artificial intelligence should not replace physician judgment.Kyle E. Karches - 2018 - Theoretical Medicine and Bioethics 39 (2):91-110.
    Experts in medical informatics have argued for the incorporation of ever more machine-learning algorithms into medical care. As artificial intelligence research advances, such technologies raise the possibility of an “iDoctor,” a machine theoretically capable of replacing the judgment of primary care physicians. In this article, I draw on Martin Heidegger’s critique of technology to show how an algorithmic approach to medicine distorts the physician–patient relationship. Among other problems, AI cannot adapt guidelines according to the individual patient’s needs. In response to (...)
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  • Towards precision medicine; a new biomedical cosmology.M. W. Vegter - 2018 - Medicine, Health Care and Philosophy 21 (4):443-456.
    Precision Medicine has become a common label for data-intensive and patient-driven biomedical research. Its intended future is reflected in endeavours such as the Precision Medicine Initiative in the USA. This article addresses the question whether it is possible to discern a new ‘medical cosmology’ in Precision Medicine, a concept that was developed by Nicholas Jewson to describe comprehensive transformations involving various dimensions of biomedical knowledge and practice, such as vocabularies, the roles of patients and physicians and the conceptualisation of disease. (...)
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  • What Things Do: Philosophical Reflections on Technology, Agency, and Design.Peter-Paul Verbeek - 2005 - Human Studies 32 (2):229-240.
    This paper praises and criticizes Peter-Paul Verbeek's What Things Do. The four things that Verbeek does well are: remind us of the importance of technological things; bring Karl Jaspers into the conversation on technology; explain how technology "co-shapes" experience by reading Bruno Latour's actor-network theory in light of Don Ihde's post-phenomenology; develop a material aesthetics of design. The three things that Verbeek does not do well are: analyze the material conditions in which things are produced; criticize the social-political design and (...)
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  • (1 other version)Technics and Praxis.Don Ihde - 1979 - The Personalist Forum 1 (1):51-55.
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  • The Grand Domestic Revolution: A History of Feminist Designs for American Homes, Neighborhoods, and Cities.Dolores Hayden - 1981 - Cambridge: Mass. : MIT Press.
    Describes the strategies and innovations nineteenth century feminists hoped would socialize housework and child care and gain economic independence for women.
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  • What Things Do: Philosophical Reflections on Technology, Agency, and Design.Peter-Paul Verbeek - 2005 - Pennsylvania State University Press.
    This paper praises and criticizes Peter-Paul Verbeek's What Things Do . The four things that Verbeek does well are: remind us of the importance of technological things; bring Karl Jaspers into the conversation on technology; explain how technology "co-shapes" experience by reading Bruno Latour's actor-network theory in light of Don Ihde's post-phenomenology; develop a material aesthetics of design. The three things that Verbeek does not do well are: analyze the material conditions in which things are produced; criticize the social-political design (...)
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  • Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?Paul Laat - 2018 - Philosophy and Technology 31 (4):525-541.
    Decision-making assisted by algorithms developed by machine learning is increasingly determining our lives. Unfortunately, full opacity about the process is the norm. Would transparency contribute to restoring accountability for such systems as is often maintained? Several objections to full transparency are examined: the loss of privacy when datasets become public, the perverse effects of disclosure of the very algorithms themselves (“gaming the system” in particular), the potential loss of companies’ competitive edge, and the limited gains in answerability to be expected (...)
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  • Accounting for the Moral Significance of Technology: Revisiting the Case of Non-Medical Sex Selection.Olya Kudina - 2019 - Journal of Bioethical Inquiry 16 (1):75-85.
    This article explores the moral significance of technology, reviewing a microfluidic chip for sperm sorting and its use for non-medical sex selection. I explore how a specific material setting of this new iteration of pre-pregnancy sex selection technology—with a promised low cost, non-invasive nature and possibility to use at home—fosters new and exacerbates existing ethical concerns. I compare this new technology with the existing sex selection methods of sperm sorting and Prenatal Genetic Diagnosis. Current ethical and political debates on emerging (...)
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  • The new holism: P4 systems medicine and the medicalization of health and life itself.Henrik Vogt, Bjørn Hofmann & Linn Getz - 2016 - Medicine, Health Care and Philosophy 19 (2):307-323.
    The emerging concept of systems medicine (or ‘P4 medicine’—predictive, preventive, personalized and participatory) is at the vanguard of the post-genomic movement towards ‘precision medicine’. It is the medical application of systems biology, the biological study of wholes. Of particular interest, P4 systems medicine is currently promised as a revolutionary new biomedical approach that is holistic rather than reductionist. This article analyzes its concept of holism, both with regard to methods and conceptualization of health and disease. Rather than representing a medical (...)
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  • Technics and Praxis.D. Ihde - 1979 - D. Reidel.
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  • (1 other version)Expanding Hermeneutics: Visualism in Science (Drew Christie).D. Ihde - 2000 - Continental Philosophy Review 33 (2):218-224.
    _Expanding Hermeneutics _examines the development of interpretation theory, emphasizing how science in practice involves and implicates interpretive processes. Ihde argues that the sciences have developed a sophisticated visual hermeneutics that produces evidence by means of imaging, visual displays, and visualizations. From this vantage point, Ihde demonstrates how interpretation is built into technologies and instruments.
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  • A conceptual framework for clinicians working with artificial intelligence and health‐assistive Smart Homes.Gordana Dermody & Roschelle Fritz - 2019 - Nursing Inquiry 26 (1):e12267.
    The Smart Home designed to extend older adults independence is emerging as a clinical solution to the growing ageing population. Nurses will and should play a key role in the development and application of Smart Home technology. Accordingly, conceptual frameworks are needed for nurse scientists who are collaborating with multidisciplinary research teams in developing an intelligent Smart Home that assists with managing older adults’ health. We present a conceptual framework that is grounded in critical realism and pragmatism, informing a unique (...)
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  • From Critique to Responsibility: The Ethical Turn in the Technology Debate.Tsjalling Swierstra - 1997 - Techné: Research in Philosophy and Technology 3 (1):45-48.
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  • Nanotechnology and Technomoral Change.Tsjalling Swierstra - 2013 - Etica E Politica 15 (1):200-219.
    If nanotechnology lives up to its revolutionary promises, do we then need a ‘new’ type of ethics to guide this technological development? After distinguishing different senses in which ethics could be ‘new’, I focus on the phenomenon of TechnoMoral Change. Emerging technologies like nanotechnology have the potential to destabilize established moral norms and values. This is relevant because those norms and values are needed to discuss whether technological developments are desirable or not. I argue that to respond adequately to technological (...)
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  • Shaping our selves: on technology, flourishing, and a habit of thinking.Erik Parens - 2015 - New York: Oxford University Press.
    Seeing from somewhere in particular -- Embracing binocularity -- Creativity and gratitude -- Technology as vlaue-free and as value-laden -- Nobody's against true enhancement -- Comprehending persons as subjectss and as objects -- Respecting persons as subjects and as objects.
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  • Anticipating the Interaction between Technology and Morality: A Scenario Study of Experimenting with Humans in Bionanotechnology.Marianne Boenink, Tsjalling Swierstra & Dirk Stemerding - 2010 - Studies in Ethics, Law, and Technology 4 (2).
    During the last decades several tools have been developed to anticipate the future impact of new and emerging technologies. Many of these focus on ‘hard,’ quantifiable impacts, investigating how novel technologies may affect health, environment and safety. Much less attention is paid to what might be called ‘soft’ impacts: the way technology influences, for example, the distribution of social roles and responsibilities, moral norms and values, or identities. Several types of technology assessment and of scenario studies can be used to (...)
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  • Refining the ethics of computer-made decisions: a classification of moral mediation by ubiquitous machines.Marlies Van de Voort, Wolter Pieters & Luca Consoli - 2015 - Ethics and Information Technology 17 (1):41-56.
    In the past decades, computers have become more and more involved in society by the rise of ubiquitous systems, increasing the number of interactions between humans and IT systems. At the same time, the technology itself is getting more complex, enabling devices to act in a way that previously only humans could, based on developments in the fields of both robotics and artificial intelligence. This results in a situation in which many autonomous, intelligent and context-aware systems are involved in decisions (...)
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  • Is there an ethics of algorithms?Martin Peterson - 2011 - Ethics and Information Technology 13 (3):251-260.
    We argue that some algorithms are value-laden, and that two or more persons who accept different value-judgments may have a rational reason to design such algorithms differently. We exemplify our claim by discussing a set of algorithms used in medical image analysis: In these algorithms it is often necessary to set certain thresholds for whether e.g. a cell should count as diseased or not, and the chosen threshold will partly depend on the software designer’s preference between avoiding false positives and (...)
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  • Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?Massimo Durante & Marcello D'Agostino - 2018 - Philosophy and Technology 31 (4):525-541.
    Decision-making assisted by algorithms developed by machine learning is increasingly determining our lives. Unfortunately, full opacity about the process is the norm. Would transparency contribute to restoring accountability for such systems as is often maintained? Several objections to full transparency are examined: the loss of privacy when datasets become public, the perverse effects of disclosure of the very algorithms themselves, the potential loss of companies’ competitive edge, and the limited gains in answerability to be expected since sophisticated algorithms usually are (...)
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  • Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?Paul B. de Laat - 2018 - Philosophy and Technology 31 (4):525-541.
    Decision-making assisted by algorithms developed by machine learning is increasingly determining our lives. Unfortunately, full opacity about the process is the norm. Would transparency contribute to restoring accountability for such systems as is often maintained? Several objections to full transparency are examined: the loss of privacy when datasets become public, the perverse effects of disclosure of the very algorithms themselves, the potential loss of companies’ competitive edge, and the limited gains in answerability to be expected since sophisticated algorithms usually are (...)
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  • Artificial agents, good care, and modernity.Mark Coeckelbergh - 2015 - Theoretical Medicine and Bioethics 36 (4):265-277.
    When is it ethically acceptable to use artificial agents in health care? This article articulates some criteria for good care and then discusses whether machines as artificial agents that take over care tasks meet these criteria. Particular attention is paid to intuitions about the meaning of ‘care’, ‘agency’, and ‘taking over’, but also to the care process as a labour process in a modern organizational and financial-economic context. It is argued that while there is in principle no objection to using (...)
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