This chapter contains sections titled: Types of Knowledge in Technology A Neglected Topic Empirical Studies Philosophical Explorations References and Further Reading.

This paper traces the origins of two technological trajectories in the contemporary history of wind power technology: the American Smith-Putnam Wind Turbine and the Danish Gedser Wind Turbine. Describing the two wind turbine projects in terms of their technical design characteristics, the professional background of the individuals involved, the organizational features of the technological knowledge production, and the historical context, the paper builds on the notion of technological trajectories in the making as a (...) means of identifying emerging selection mechanisms for possible engineering problem solutions, scientific methods, material artifacts, and financial assessment techniques. Conceived during the Great Depression and World War II, respectively, both projects promoted the idea that wind power could make a cost-effective contribution to the existing electric utility system. The two projects resulted in distinctive wind turbine innovations that paved the way for two technological trajectories in the contemporary history of wind power. Studying the emergence of technological trajectories, it is argued, requires the historian of technology to attend to well-known features of technological design and its cultural context that in retrospect appear to be significant, but also to tackle the creation of novelty and the inevitability of technological uncertainties about which the logic of trajectories has little to say. (shrink)

Technology is a practically indispensible means for satisfying one’s basic interests in all central areas of human life including nutrition, habitation, health care, entertainment, transportation, and social interaction. It is impossible for any one person, even a well-trained scientist or engineer, to know enough about how technology works in these different areas to make a calculated choice about whether to rely on the vast majority of the technologies she/he in fact relies upon. Yet, there are substantial risks, uncertainties, and unforeseen (...) practical consequences associated with the use of technological artifacts and systems. The salience of technological failure (both catastrophic and mundane), as well as technology’s sometimes unforeseeable influence on our behavior, makes it relevant to wonder whether we are really justified as individuals in our practical reliance on technology. Of course, even if we are not justified, we might nonetheless continue in our technological reliance, since the alternatives might not be attractive or feasible. In this chapter I argue that a conception of trust in technological artifacts and systems is plausible and helps us understand what is at stake philosophically in our reliance on technology. Such an account also helps us understand the relationship between trust and technological risk and the ethical obligations of those who design, manufacture, and deploy technological artifacts. (shrink)

During the last two decades considerable efforts have been made to develop computerized data systems for engineering materials. The results have not come up to the expectations of systems that can be used by designers for selecting of materials. Some factors have been recognized as responsible for the slow progress. It has proved difficult, however, for those involved in this development to make use of such information about the systems in question. Conflicts have occurred between (...) different parties involved. It now seems that too little attention has been paid to the historical background of knowledge and systems related to civiliziation and society. A recently published review of world history from the point of view of the emergence of information technology has provided a basis for some considerations about the nature and roles of data systems. It can be shown that certain activities or features characterize each period of civilization and the development of computers and computerization should be considered as part of this sequence. The same is true for the world history of thinking and knowledge. In the present paper these historical considerations are combined with the observation that in their thinking and perception of ideas people appear to carry with them traditions from the past in varying degrees. Hence differences of opinion about the nature and roles of materials data systems may be explained by differences in the imprint of historical developments on people's ideas. In order to apply this lesson to the development of materials data systems, one has to learn also from the varying interpretations of world history that have been written through the ages. The best approach will probably be incremental and pragmatic rather than holistic and synoptic. (shrink)

In voicing commitments to the principle that the adoption of artificial-intelligence (AI) tools by armed forces should be done responsibly, a growing number of states have referred to a concept of “Responsible AI.” As part of an effort to help develop the substantive contours of that concept in meaningful ways, this position paper introduces a notion of “responsible reliance.” It is submitted that this notion could help the policy conversation expand from its current relatively narrow focus on (...) interactions between an AI system and its end-user to also encompass the wider set of interdependencies involved in fulfilling legal obligations concerning the use of AI in armed conflicts. The authors argue that to respect international humanitarian law and ensure accountability, states ought to devise and maintain a framework that ensures that natural persons involved in the use an AI tool in an armed conflict could responsibly rely at least on: (1) the tool’s technical aspects, (2) the conduct of other people involved in development and use of that AI tool; and (3) the policies and processes implemented at the state level. According to the authors, the “responsible reliance” notion could serve, among other examples, as a basis on which to articulate legal requirements, prohibitions, and permissions across diverse areas, from the design of AI tools to human-machine interactions to configuration of responsible-command frameworks. (shrink)

BackgroundConcurrent with efforts to establish national and regional biorepositories in Africa is widespread endorsement of ethics committees as stewards of the interests of individual donors and their communities. To date, ethics training programs for IRB members in Botswana have focused on ethical principles and international guidelines rather than on the ethical dimensions of specific medical technologies and research methodologies. Little is known about the knowledge and concerns of current and prospective IRB members in Botswana with respect to export, reuse, (...) storage, and benefit-sharing of biospecimens.MethodsThis qualitative study examined perspectives of IRB members in Botswana about the collection and use of biospecimens in research. Forty-one IRB members representing five committees in Botswana participated in discussions groups in March 2013. Transcriptions of audiotapes and field notes were analyzed to identify issues of concern that might be alleviated through education and capacity-building, and areas that required ongoing discussion or additional regulatory guidance.ResultsAreas of concern included lack of understanding among patients and providers about the use of biospecimens in clinical care and research; reuse of biospecimens, particularly issues of consent, ownership and decision-making; export of specimens and loss of control over reuse and potential benefits; and felt need for regulatory guidance and IRB-member training. Local belief systems about bodily integrity and strong national identity in the construct of benefits may be at odds with initiatives that involve foreign biorepositories or consider such collections to be global public goods.ConclusionEducation is needed to strengthen IRB-member capacity to review and monitor protocols calling for the collection and use of biospecimens, guided by clear national policy on priority-setting, partnerships, review, and oversight. Engagement with local stakeholders is needed to harmonize fundamentally different ways of understanding the human body and community identity with the aims of contemporary biomedicine. (shrink)

Novel technological devices, applications, and algorithms can provide us with a vast amount of personal information about ourselves. Given that we have ethical and practical reasons to pursue self-knowledge, should we use technology to increase our self-knowledge? And which ethical issues arise from the pursuit of technologically sourced self-knowledge? In this paper, I explore these questions in relation to bioinformation technologies (health and activity trackers, DTC genetic testing, and DTC neurotechnologies) and algorithmic profiling used for (...) recommender systems, targeted advertising, and technologically supported decision-making. First, I distinguish between impersonal, critical, and relational self-knowledge. Relational self-knowledge is a so far neglected dimension of self-knowledge which is introduced in this paper. Next, I investigate the contribution of these technologies to the three types of self-knowledge and uncover the connected ethical concerns. Technology can provide a lot of impersonal self-knowledge, but we should focus on the quality of the information which tends to be particularly insufficient for marginalized groups. In terms of critical self-knowledge, the nature of technologically sourced personal information typically impedes critical engagement. The value of relational self-knowledge speaks in favour of transparency of information technology, notably for algorithms that are involved in decision-making about individuals. Moreover, bioinformation technologies and digital profiling shape the concepts and norms that define us. We should ensure they not only serve commercial interests but our identity and self-knowledge interests. (shrink)

This paper critically examines the forays into metaphysics of The Dual Nature of Technical Artifacts Program (henceforth, DNP). I argue that the work of DNP is a valuable contribution to the epistemology of certain aspects of artifact design and use, but that it fails to advance a persuasive metaphysic. A central problem is that DNP approaches ontology from within a functionalist framework that is mainly concerned with ascriptions and justified beliefs. Thus, the materiality of (...) artifacts emerges only as the external conditions of realizability of function ascription. The work of DNP has a strong programmatic aspect and much of its foray into metaphysics is tentative, so the intent of my argument is partly synthetic: to sum up these issues as they are presented in the literature and highlight some recognized problems. But I also go beyond that, suggesting that these problems are foundational, arising from the very way in which DNP poses the question of artifact metaphysics. Although it sets out to incorporate objective aspects of technology, DNP places a strong focus on the intentional side of the purported matter-mind duality, bracketing off materiality in an irretrievable manner. Thus, some of the advantages of dualism are lost. I claim that DNP is dualistic, not merely based on “duality”, but that its version of dualism does not appropriately account for the material “nature” of artifacts. The paper ends by suggesting some correctives and alternatives to Dual Nature theory. (shrink)

Around 1970, high numbers of traffic casualties among cyclists led to the creation of numerous local protest movements in the Netherlands. While activists employed protest strategies, their main interest lie in the way they exemplify a highly successful instance of “lay expertise”; the idea that users of a technology have a fundamentally different and valuable perspective on a technology than experts or system-builders. Specifically, cyclists claimed to be more knowledgeable about cycling conditions and safety than the state-employed engineers and (...) traffic experts who built the roads and cycling path network. A key actor in this story is the Dutch Cyclists’ Union, a national platform of local action groups formed in 1975. These activists used the cycling experience of everyday utilitarian cyclists to compile maps and blacklists of locations where cycling was dangerous, unpleasant, uncomfortable, or otherwise discouraging. In doing so, they successfully claimed legitimacy as a valuable knowledge partner for local engineers and policymakers. As a result, they gained some level of influence within local governments, a relation which in the intervening years has only grown stronger. This case study shows how users can shape socio-technical systems bottom-up, and can therefore to an extent be seen as a successful example of co-construction of technology. (shrink)

Introduction. A human and the world are an organically connected part and whole, they are always a single World, and therefore they can only evolve together, in one direction. The human world consists of many interconnected and interdepend- ent parts. If any one of the parts (for example, technology) begins to dominate and claim the sta- tus of the whole, then the problem of violating the optimal ratio in the coexistence and co-evolutionary development of each of the parts, and hence (...) the whole itself, becomes aggravated. Hence, the eco-humanistic problem arises. The purpose of the work is to present the content and substantiate the theoretical and practical significance of eco-humanism as a new humanitar- ian knowledge and methodology for understanding the specifics of the relationship “man — technical and-technological world”. Methods. The author uses the methods of dia- lectics, systemic and synergetic approaches, the project (projective) method, which is implemented in the design and development of a new philo- sophical and scientific discipline of eco-humanism, and ideas of co-evolution. Scientific novelty of the research. The author determines basic foundations of eco-humanism as a new type of humanitarian knowledge; formulates and meaningfully substan- tiates the main principles of eco-humanism as a methodological setting for the ecologization of a person and the world: optimality, coordination and dominance of the whole (integrity) in relation to its parts. Results. Eco-humanistics is defined as a new type of knowledge about a person and a specific setting of his thinking and practical activities, focused on finding ways and means to achieve op- timality in relation to various aspects (for example, technical and anthropological) in a person’s being to ensure the possibility of their fruitful existence, to preserve and reproduce a person (as a unique integrity) and his world (as a universal integrity), in their interconnected and interdependent unity. Conclusions. The author of the article comes to the conclusion that the theoretical development of eco-humanistics will make it possible to study and analyze the phenomena of modern culture in a more multifaceted way, to get a more accurate interpretation of the ways of human existence and eco-cultural practices that provide the effect of the state of the “ecosystem” in situations of any intense socio-cultural transformations. (shrink)

Introduction. Innovationism in various areas of society has changed both the natural and social environment. The change speed in the new infor- mation and communication field is the reason for many questions related to studying the problems of society and the machine, finding out the place of artificial intelligence in social relations. These pro- cesses stimulated the philosophical research, the subject of which was man, modern technologies, scenarios for the development of society, socio- cultural and political-legal forms of its organization. (...) Since the 90s of the twentieth century in the West and later in Russia, a transhumanistic concept has been formed, which connects man, society and technology in a special way. Representatives of transhumanism study the technical develop- ments of human immortality and build models of the perfect man, pursuing as a goal, his deliver- ance from suffering and disease. Transhumanistic perspectives actualize the need for a thorough, constructive and critical assessment of the possible advantages and risks of technological development, and its impact on the political and legal structure. In this regard, the ability to see and isolate the features of this process and subsequent reflection is fundamentally important. The purpose of the article is to consider political and legal transformations in the context of the interaction of modern technologies and soci- ety through the prism of transhumanistic perspec- tives, to identify possible directions of philosophical reflection of political and legal modes of modernity. Methods. To achieve the research goal, general scientific methods of cognition were used: analysis and synthesis, induction, deduction, comparison, abstraction. The article also applied institutional- functional and system-structural approaches, the method of interpretation and content analysis. The analysis of public opinion and special labeling of artificial intelligence was carried out with the help of appealing to network content (social networks, blogs, and forums). Communication channels reproduce messages mentioning modern technolo- gies from the point of view of the philistine world- view based on stereotypes broadcast in society and the influence of popular culture. Content analysis revealed the relevance of the spectrum of labeling, relative to artificial intelligence systems, includ- ing the verbs “create”, “destroy”, “help”, “enslave”. Regarding the sphere of labor, law and politics, the positions differ, from outright alarmism to utopian images of social well-being. Scientific novelty of the study. The article analyzes the prospects of considering the phenom- enon of social transformations, the forms of their representation through political and legal views as exemplified by transhumanism. Results. The author attempts to give a comprehen- sive description of social changes in the field of public administration, legal regulation, legal per- sonality and legal responsibility, social equality of participants in legal relations through the specific refraction of these social phenomena in transhu- manistic ideas. The spectrum of the main problems in the sphere of interests of the transhumanistic worldview is listed. Conclusion. Turning to modernization strategies on the example of transhumanism is a natural and necessary need in the political and legal sphere, in particular. In the course of the analysis, a wide range of problems were identified that actualize the social and axiological and anthropological optics of the research. Diverse forms of transhumanistic political trends act as manifestations of socio-legal reflection on the intensification of innovation- ism, which is capable of radically changing human nature. (shrink)

Emphatic claims of a “microbiome revolution” aside, the study of the gut microbiota and its role in organismal development and evolution is a central feature of so-called postgenomics; namely, a conceptual and/or practical turn in contemporary life sciences, which departs from genetic determinism and reductionism to explore holism, emergentism and complexity in biological knowledge-production. This paper analyses the making of postgenomic knowledge about developmental symbiosis in Drosophila melanogaster by a specific group of microbiome scientists. Drawing from both (...) practical philosophy of science and Science and Technology Studies, the paper documents epistemological questions of artefactuality and representativeness of model organisms as they emerge in the day-to-day labour producing and being produced by the “microbiome revolution." Specifically, the paper builds on all the written and editorial exchanges involved in the troubled publication of a research paper studying the symbiotic role of the microbiota in the flies’ development. These written materials permit us to delimit the network of justifications, evidence, standards of knowledge-production, trust in the tools and research designs that make up the conditions of possibility of a postgenomic fact. More than reframing the organism as a radically novel multiplicity of reactive genomes, we conclude, doing postgenomic research on the microbiota and symbiosis means producing a story that deviates from the scripts embedded into the sociotechnical experimental systems of post-Human Genome Project life sciences. (shrink)

With All Your Mind makes a compelling case for the value of thinking deeply about education in America from a historically orthodox and broadly ecumenical Christian point of view. Few people dispute that education in America is in a state of crisis. But not many have posed workable solutions to this serious problem. Michael Peterson contends that thinking philosophically about education is our only hope for meaningful progress. In this refreshing book, he invites all who are concerned about (...) education in America to "participate" in his study, which analyzes representative theories and practical strategies that reveal the power of Christian ideas in this vital area. Peterson addresses the most fundamental questions facing educators, and society in general, such as: What is the purpose of education? What goals do new techniques and methods serve? What kind of person is our educational system supposed to produce? He also explores questions of unique importance to Christians, such as: What is the relation between Christianity and the pursuit of intellectual excellence? How can Christians bring their faith to bear on all areas of knowledge? Can educated Christians significantly influence culture? With All Your Mind examines the key assumptions and implications of influential classical and contemporary philosophies with respect to education, including idealism, naturalism, Thomism, experimentalism, existentialism, linguistic analysis, and postmodernism. Based on this analysis, Peterson develops an unapologetically Christian philosophy of education in regard to curriculum design, instilling ethics and values, and the nature of teaching and learning. Peterson further advances the merits of an ecumenical Christian philosophy of education by showing how it can be used to analyze key issues in educational theory, such as the relation of general education to liberal learning, the integration of faith and learning, and the demand for professional and technical training. From a practical standpoint, Peterson's approach brings balance and common sense to issues such as the clash between public and private education, the rise of multiculturalism, the changing demographic and psychological profile of America's youth, and the impact of computer and Internet technology. With All Your Mind concludes with a stirring vision for education that is embedded in an all-encompassing Christian view of life. Using clear, jargon-free language, Peterson teaches a good deal of basic philosophy while developing a powerful argument for the value of liberal arts education iinteracting with Christian faith at all levels of schooling. (shrink)

The purpose of this article is to show how young people typically interact with technology. Young people take up modern technology and incorporate it in their everyday lives more rapidly and more unceremoniously than others. As they make use of technical artifacts, the everyday lives of young people change, as does their perception of society, because it is through the artifacts that relationships with others are organized. The significance of technology in young people’s everyday lives remains (...) largely unexplored. This deficiency clearly contrasts with an information society, the very basis of which is supposed to be the knowledge of its organizing principles. This article reports on recent findings of how clearly defined social relationships disintegrate because of new technologies and on how young people are challenged to put the applications that technology offers to them into new contexts. The idea is to make a subjectively important choice among the large variety of options given. It shows that technology is no longer result but rather experience oriented. One can foresee the considerable consequences not only for politics, education, and technology development but also for research done in the social sciences. (shrink)

Introduction. The human world is presented as an integrity — an organic unity of many inter- connected and interdependent centers (parts, sides, elements): natural and cultural, natural and artificial, animate and inanimate. When any center dominates over others (for example, technical and technological) and / or attempts to realize its claim to the status of a whole, the agreed and optimal ra- tio in the coexistence and synergistic development of all centers, and, consequently, of the whole, is violated. (...) There arises an ecosystem problem. The purpose of the study is to present and analyze the techno-technologized world in the context of current philosophical and scientific methodologi- cal principles: polycentricity, complexity, network- centricity, and ecosystem; to designate their theoretical and practical significance, interdepend- ence; to substantiate the principle of ecosystems as more general and fundamental and to present its effectiveness in preserving the integrity of man, his world and the full value of human being-in-the- world. Methods. The author uses methods of dialectics, synergetics and systemic approach in the philo- sophical understanding of the specifics of the modern techno-technological world and a person’s existence in it. The author also uses the methods of extrapolation and interpretation, the ideas of B. Latour’s actor-network theory, and ecosystem approach. Scientific novelty of the research. The author projects the key attitudes and concepts of the actual conceptual and paradigm principles on the techno-technological world, and formulates the main advantages and disadvantages. The author substantially justifies that the principle of ecosys- tem is the most effective in solving the problem of preserving and reproducing the integrity of the human world, the person himself and his being. Results. The author carries out theoretical and methodological analysis of the techno-technolo- gized world and a person’s existence in it. It has been determined that when solving the problem of preserving and reproducing the integrity of a person and his world, the principle of ecosystems is the most effective and preferable. The ecosystem principle implies the synergistic unity of all centers of human existence, their interdependence and interconnection, ensures the priority of the whole for the benefit of each center, expressed in mutual strengthening and expansion of their potential. Conclusions. The author comes to the conclusion that the application of relevant paradigm principles in studying and analyzing the techno-technological world will make it possible to obtain a more mul- tidimensional and accurate interpretation of the ways and means of achieving a full-fledged human being, with a focus on preserving his identity, origi- nality, subjectivity and integrity. (shrink)

The purpose of this study is to identify the requirements of computerized Management Information Systems and their role in improving the quality of administrative decisions in the Palestinian Ministry of Education and Higher Education. The authors used the descriptive analytical method and the questionnaire method to collect the data. (247) questionnaires were distributed on the study sample and (175) questionnaires were collected back with a recovery rate of (70.8). The study showed a number of results, the most important of (...) which are: There exist a role for computerized management information system requirements in improving the quality of administrative decisions in the Ministry of Education and Higher Education. This result is due to the existence of the support and attention by the senior management in the Ministry of Education and Higher Education by 65.06%, the physical requirements available for the use of computerized Management Information Systems are available by (72.19%), and the software requirements for the use of computerized Management Information Systems are available at 67.74%. The results found that the human requirements available for the use of computerized Management Information Systems are available at (68.33%). The results showed that the organizational requirements that assist in the use of information systems are available at (64.19%). There are no statistically significant differences between respondents' responses to the role of computerized management information system requirements in improving the quality of administrative decisions in the Ministry of Education and Higher Education attributable to the variables(Gender, academic qualification, age, career level), while there are statistically significant differences in the role of computerized management information system requirements in improving the quality of administrative decisions in the Ministry of Education and Higher Education due to variable years of service. The study concluded that the Ministry of Education and Higher Education is able to cope with the external environmental changes rapidly and the limited time available for the collection and analysis of information. This means that administrative information systems should be used by increasing the approval of senior management on Management Information Systems in making their decisions, and to involve the employees in making any change and keep abreast of technical developments and try to use external bodies to advise in the field of computerized information systems, and work to increase coordination between the different departments of the ministry. (shrink)

How do people decide what category an artifact belongs to? Previous studies have suggested that adults and, to some degree, children, categorize artifacts in accordance with the design stance, a categorization system which privileges the designer’s original intent in making categorization judgments. However, these studies have all been conducted in Western, technologically advanced societies, where artifacts are mass produced. In this study, we examined intuitions about artifact categorization among the Shuar, a hunter-horticulturalist society in the Amazon (...) region of Ecuador. We used a forced-choice method similar to previous studies, but unlike these studies, our scenarios involved artifacts that would be familiar to the Shuar. We also incorporated a community condition to examine the possible effect of community consensus on how artifacts are categorized. The same scenarios were presented to university student participants in the UK. Across populations and conditions, participants tended to categorize artifacts in terms of a creator’s intent as opposed to a differing current use. This lends support to the view that the design stance may be a universal feature of human cognition. However, we conclude with some thoughts on the limitations of the present method for studying artifact concepts. (shrink)

BackgroundAs the use of AI becomes more pervasive, and computerised systems are used in clinical decision-making, the role of trust in, and the trustworthiness of, AI tools will need to be addressed. Using the case of computational phenotyping to support the diagnosis of rare disease in dysmorphology, this paper explores under what conditions we could place trust in medical AI tools, which employ machine learning.MethodsSemi-structured qualitative interviews with stakeholders who design and/or work with computational phenotyping systems. (...) The method of constant comparison was used to analyse the interview data.ResultsInterviewees emphasized the importance of establishing trust in the use of CP technology in identifying rare diseases. Trust was formulated in two interrelated ways in these data. First, interviewees talked about the importance of using CP tools within the context of a trust relationship; arguing that patients will need to trust clinicians who use AI tools and that clinicians will need to trust AI developers, if they are to adopt this technology. Second, they described a need to establish trust in the technology itself, or in the knowledge it provides—epistemic trust. Interviewees suggested CP tools used for the diagnosis of rare diseases might be perceived as more trustworthy if the user is able to vouchsafe for the technology’s reliability and accuracy and the person using/developing them is trusted.ConclusionThis study suggests we need to take deliberate and meticulous steps to design reliable or confidence-worthy AI systems for use in healthcare. In addition, we need to devise reliable or confidence-worthy processes that would give rise to reliable systems; these could take the form of RCTs and/or systems of accountability transparency and responsibility that would signify the epistemic trustworthiness of these tools. words 294. (shrink)

This study investigates how Human Factors is applied when designing and developing Immersive Visual Technologies, including Augmented Reality, Mixed Reality, and Virtual Reality. We interviewed fourteen people working at different organizations, that develop IVT applications in the Nordic region. We used thematic analysis to derive themes from the interviews. The results showed an insufficient knowledge and application of HF in IVT development, due to the lack of awareness of both scope and significance of HF, resource allocation strategy, market (...) inertia, stakeholder's involvement, standardization of HF application and IVT uses, and technology maturity. This situation could be improved by allocating experts, adjusting organizational strategy to balance resource allocation, training developers and user organizations to raise awareness and to encourage co-creative design and knowledge sharing, create a sense of ownership amongst stakeholders, and ensure the usefulness of the technology to the user's work. (shrink)

Around 1970, high numbers of traffic casualties among cyclists led to the creation of numerous local protest movements in the Netherlands. While activists employed protest strategies, their main interest lie in the way they exemplify a highly successful instance of “lay expertise”; the idea that users of a technology have a fundamentally different and valuable perspective on a technology than experts or system-builders. Specifically, cyclists claimed to be more knowledgeable about cycling conditions and safety than the state-employed engineers and (...) traffic experts who built the roads and cycling path network. A key actor in this story is the Dutch Cyclists’ Union, a national platform of local action groups formed in 1975. These activists used the cycling experience of everyday utilitarian cyclists to compile maps and blacklists of locations where cycling was dangerous, unpleasant, uncomfortable, or otherwise discouraging. In doing so, they successfully claimed legitimacy as a valuable knowledge partner for local engineers and policymakers. As a result, they gained some level of influence within local governments, a relation which in the intervening years has only grown stronger. This case study shows how users can shape socio-technical systems bottom-up, and can therefore to an extent be seen as a successful example of co-construction of technology.ZusammenfassungUm 1970 führte die hohe Zahl von Verkehrsunfällen unter Radfahrern zur Gründung zahlreicher lokaler Protestbewegungen in den Niederlanden. Obwohl die Aktivisten auch Proteststrategien einsetzten, besteht das Hauptinteresse dieses Artikels in der Art und Weise, wie sie ein äußerst erfolgreiches Beispiel für „Laienkompetenz“ darstellen. Die Idee dahinter ist, dass Nutzer eine wertvolle und grundlegend andere Perspektive auf eine Technologie haben als Experten oder Systembauer: Radfahrer gaben in Umfragen an, mehr über die Bedingungen und die Sicherheit von Fahrrädern zu wissen als die staatlich angestellten Ingenieure und Verkehrsexperten, die die Systeme des Straßen- und Radwegenetzes gebaut haben. Ein Hauptakteur dieser Geschichte ist der Fietsersbond [Radfahrerbund], eine nationale Plattform lokaler Aktionsgruppen, die 1975 gegründet wurde. Diese Aktivisten nutzten die Mobilitätserfahrung täglicher Radfahrer, um Karten und Liste von Orten zusammenzustellen, an denen das Radfahren gefährlich und unangenehm oder auf andere Weise beschwerlich war. Damit beanspruchten sie erfolgreich Legitimität als wertvoller Wissenspartner für lokale Ingenieure und politische Entscheidungsträger. Infolgedessen gewannen sie einen gewissen Einfluss auf die Kommunalverwaltung; eine Beziehung, die seitdem immer stärker geworden ist. Diese Fallstudie zeigt, wie Nutzer sozio-technische Systeme „von unten“ gestalten können; sie kann daher in gewissem Maße als erfolgreiches Beispiel für die kooperative Konstruktion von Technik angesehen werden. (shrink)

Making sense of the world around us is a process involving both semiotic and material mediation—the use of signs and sign systems and various kinds of tools. As we use them, we experience them subjectively as extensions of our bodily selves and objectively as instruments for accessing the world with which we interact. Emphasizing this bipolar nature of language and technics, understood as intertwined "forms of sense," Robert Innis studies the multiple ways in which they are rooted in (...) and transform human perceptual structures in both their individual and social dimensions. The book foregrounds and is organized around the notion of "semiotic embodiment." Language and technics are viewed as "probes" upon which we rely, in which we are embodied, and that themselves embody and structure our primary modes of encountering the world. While making an important substantive contribution to present debates about the "biasing" of perception by language and technics, Innis also seeks to provide a methodological model of how complementary analytical resources from American pragmatist and various European traditions can be deployed fruitfully in the pursuit of new insights into the phenomenon of meaning-making. (shrink)

The aim of this article is to generate knowledge about parents’ participation in life-and-death decisions concerning their very premature and/or critically ill infants in hospital neonatal units. The question is: what are parents’ attitudes towards their involvement in such decision making? A descriptive study design using in-depth interviews was chosen. During the period 1997-2000, 20 qualitative interviews with 35 parents of 26 children were carried out. Ten of the infants died; 16 were alive at the time of (...) the interview. The comparative method (grounded theory) was used to analyse the data. The analysis was carried out continuously and in parallel with data collection. Six categories were revealed by the analysis: indecision and uncertainty (ambivalence); information and communication; participate, but do not decide; seeming to be included; the parents’ child; and individual consideration. The findings appear to indicate that parents agree that they should not have the final word in decisions concerning their infants’ future life or death. Such a responsibility would put too heavy a burden on parents who lack the medical knowledge and the professional experience needed to make such a decision, and would be likely to lead to them experiencing strong feelings of guilt. The findings show that parents should be well informed and listened to during the whole decision-making process. Their primary concern was how nurses and physicians communicate with parents who are experiencing a crisis, and how this serious information is presented. (shrink)

A central question in philosophical and sociological accounts of technology is how the agency of technologies should be conceived, that is, how to understand their constitutive roles in the actions performed by assemblages of humans and artifacts. To address this question, I build on the suggestion that a helpful perspective can be gained by amalgamating “actor-network theory” and “postphenomenological” accounts. The idea is that only a combined account can confront both the nuances of human experiential relationships (...) with technology on which postphenomenology specializes, and also the chains of interactions between numerous technologies and humans that actor-network theory can address. To perform this amalgamation, however, several technical adjustments to these theories are required. The central change I develop here is to the postphenomenological notion of “multistability,” i.e., the claim that a technology can be used for multiple purposes through different contexts. I expand the postphenomenological framework through the development of a method called “variational cross-examination,” which involves critically contrasting the various stabilities of a multistable technology for the purpose of exploring how a particular stability has come to dominate. As a guiding example, I explore the case of the everyday public bench. The agency of this “mundane artifact,” as actor-network theorist Bruno Latour would call it, cannot be accounted for by either postphenomenology or actor-network theory alone. (shrink)

The literature on self-driving cars and ethics continues to grow. Yet much of it focuses on ethical complexities emerging from an individual vehicle. That is an important but insufficient step towards determining how the technology will impact human lives and society more generally. What must complement ongoing discussions is a broader, system level of analysis that engages with the interactions and effects that these cars will have on one another and on the socio-technical systems in (...) which they are embedded. To bring the conversation of self-driving cars to the system level, we make use of two traffic scenarios which highlight some of the complexities that designers, policymakers, and others should consider related to the technology. We then describe three approaches that could be used to address such complexities and their associated shortcomings. We conclude by bringing attention to the “Moral Responsibility for Computing Artifacts: The Rules”, a framework that can provide insight into how to approach ethical issues related to self-driving cars. (shrink)

Artifacts are probably our most obvious everyday encounter with technology. Therefore, a good understanding of the nature of technical artifacts is a relevant part of technological literacy. In this article we draw from the philosophy of technology to develop a conceptualization of technical artifacts that can be used for educational purposes. Furthermore we report a small exploratory empirical study to see to what extent teachers’ intuitive ideas about artifacts match with the way (...) philosophers write about the nature of artifacts. Finally, we suggest a teaching and learning strategy for improving teachers’ concepts of technical artifacts through practical activities. (shrink)

The unprecedented development of medical informatics is constantly transforming the concept of expertise in medical sciences in a way that has far-reaching consequences for both the theory of knowledge and the philosophy of informatics. Deep medicine is based on the assumption that medical diagnosis should take into account the wide array of possible health factors involved in the diagnostic process, such as not only genome analysis alone, but also the metabolome (analysis of all body metabolites important (...) for e.g. drug-drug interactions), microbiome (i.e. analysis of all bodily microorganisms interacting with host cells) or exposome (analysis of all environmental factors triggering potentially harmful cell mutations, such as UV radiation, heavy metals, various carcinogens, etc.). Deep data analysis is of tantamount importance for personalized diagnosis but, at the same time, hardly achievable by a regular human being. However, adequately designed artificial intelligence (e.g. a deep neural network) can undeniably be of great help for finding correlations between symptoms and underlying diseases. Nowadays AI applies to nearly every aspect of medicine, starting from the data analysis of scientific literature, through the diagnostic process, to the act of communication between physicians and their patients. Medical image processing algorithms greatly enhance the chances of successful recognition of melanoma or intestinal polyps. Communication tools designed for physicians use techniques known from social media to provide users with an opportunity to consult the case with colleagues from the same discipline. Natural language processing tools significantly improve doctor-patient communication by the automation of note-taking. Is this enough to support the claim that the non-epistemic competences in medicine are becoming more and more important? Can we attribute expertise only to a person? How is medical informatics changing the way most people usually understand human-computer interactions? (shrink)

The purpose. Critical social philosophy of education strives to provide a radical critique of existing models of education in the so-called Western models of democracy, creating progressive alternative models. In this context, the proposed integrative metatheory, which is based on classical and modern sources, concepts, aims for a comprehensive understanding and reconstruction of the phenomenon of education. One of the main tasks in the sphere of education’s democratization today, therefore, is to bring to education the results of restructuring and democratization (...) of the society, to reflect changes in conditions of life and thinking, experience and transformation of subjectivity in the context of the technological revolution and globalization. Methodology. The critical social theory, which developed in the framework of contemporary neo-Marxism, indicates the need for a thorough analysis of society, however, unlike other theoretical concepts and research programs in order to analyze not a fixation and a statement of the existing social givens. On the contrary, critical analysis of society involves the identification of existing antagonistic, alienating factors that distort public communication.The subject of social analysis is the whole sphere of human and non-human nature, which interacts a person depend on it, the whole system of relations between society and nature, society and man, which is covered by the historical practice of conscious – "praxis". The representative of "pure science" isn't the learning, research subject. He is a public a person, which is the totality of all social definitions included in society and its constituent individuals. For such a "total subject" Object of interest is not something external; on the contrary, the latter appears as a product of his own activity. The scientific novelty examines trends in educational institutions and models of globalizing society in the context of our particular relationship of education and society, man and the state, and processes. The research and systematic analysis of neoliberal reforms at the level of society in general and education in particular are conducted. It examines substantive, structural and functional characteristics of the concept of «critical social philosophy of education» in the context of institutional tendencies of social life, as well as forms and possibilities of its methodological application. It consider a model of «critical social philosophy of education», as embodied in the programs of social development and learning, which are primarily designed to teach people how to lead an independent and original research themselves, society and knowledge systems. However, it is proved that the models and programs should not be cut off from any individual and the collective system of moral and social values, theoretical and applied training, nor from further use of the acquired values, norms and skills in everyday life, science, or in production, sphere of all social institutions. Conclusions. Critical philosophical, educational, pedagogical-psychological surprisingly theory, its models and concepts seek to redefine public and private and the public mind. Based on these grounds, in the future, it allows philosophy of education to develop a more inclusive philosophical vision of education, to apply directly to the problems of democratization and changes in social relations in the direction of equality and social justice in the field of education. The point of view of socio-philosophical and philosophical-еducational, pedagogical-psychological, normative understanding and social critics also requires the use of active efforts in the reconstruuction of education and society, the social vision of what education and human life can be and what their specific limitations in existing societies. (shrink)

Purpose The purpose of this study is to examine public perceptions and attitudes toward using artificial intelligence (AI) in the US criminal justice system. Design/methodology/approach The authors took a quantitative approach and administered an online survey using the Amazon Mechanical Turk platform. The instrument was developed by integrating prior literature to create multiple scales for measuring public perceptions and attitudes. Findings The findings suggest that despite the various attempts, there are still significant perceptions of sociodemographic bias in (...) the criminal justice system and technology alone cannot alleviate them. However, AI can assist judges in making fairer and more objective decisions by using triangulation – offering additional data points to offset individual biases. Social implications Other scholars can build upon the findings and extend the work to shed more light on some problems of growing concern for society – bias and inequality in criminal sentencing. AI can be a valuable tool to assist judges in the decision-making process by offering diverse viewpoints. Furthermore, the authors bridge the gap between the fields of technology and criminal justice and demonstrate how the two can be successfully integrated for the benefit of society. Originality/value To the best of the authors’ knowledge, this is among the first studies to examine a complex societal problem like the introduction of technology in a high-stakes environment – the US criminal justice system. Understanding how AI is perceived by society is necessary to develop more transparent and unbiased algorithms for assisting judges in making fair and equitable sentencing decisions. In addition, the authors developed and validated a new scale that can be used to further examine this novel approach to criminal sentencing in the future. (shrink)

Artificial intelligence is regarded in the context of the tasks that are delegated to it during the development of technical projects and the features of the implementation of tasks that must be performed in real time without the possibility of interruption. The relevance of the study is determined by the fact that artificial intelligence sees as its main task the formalisation of decision-making with little or no human involvement. The basis of the methodological search are (...) biological and prognostic methods. The current stage of development of socio-humanitarian technologies, and in particular, systems with artificial intelligence, prompts people to conduct such socio-technical projects, for the implementation of which the properties of the human biological brain are no longer enough. The result of research on artificial intelligence is the desire to understand the work of the human brain, to reveal the secrets of human consciousness and the problem of creating machines with a certain level of human intelligence. The novelty of the study is determined by the fact that the understanding of artificial intelligence is primarily aimed at creating an environment that can distinguish artificial intelligence from the entire array of technological devices not only as a platform of knowledge and program code. The practical significance of the study is determined by the necessity for standardisation and the formation of attitudes and the acceptability of the use of artificial intelligence in tasks that will subsequently affect social development. (shrink)

First of all, this paper defines design relation to engineering technology, in terms of philosophy, as the process of externalizing the subject’s consciousness as a medium replacement for a practical technical substance. The essence of design is to exhibit the careful foresight of practical possibility of technical principle and hominisation of technology. Practical possibility means a coincidence between technical principle and social need，technical production is shaped by social restriction. The hominisation of technology means a linkage of (...) human properties with natural attributes. For that reason, technical principle demands personifying so as to be used by man. Secondly, this paper also discusses functions and characteristics of design. The appearance of design gives to knowledge of technology a unique form—a medium replacement or called correct ideology of technology; the appearance of modern design promotes occupation of designer, so individual of technological system is replaced in principle; the appearance of design also separates technical subject into mental subject and manual subject, strengthening the dominant position of mental subject. The separation of technical subject, hence, gives rise to the correct ideology of technical subject at different stages. Compared with science and arts, design has it as its characteristics to solve problems having no definite answers, which are limited undermany conditions. Design is a kind of careful prevision without doing on the-spot making of objects. Design is an art to satisfy practical function andmass-production. The medium-tool plays an important role in design. Key words: Activity of Engineering Technology; Designing philosophy; the essence of design; a medium replacement; correct ideology of technical subject. (shrink)

Many recent studies of technological change have focussed on the implementation of computer-based high technology systems. The research described here deals with the introduction of a new but ‘low’ technology into an ancient craft tradition in India. The paper describes a project to capture and archive aspects of the tacit knowledge content of the traditional cire perdue brass foundry (Dhokra) craft of Bikna village, near Bankura, West Bengal. The research involved collaboration between the Indian National Institute (...) for Science, Technology and Development Studies (NISTADS) and School of Art, Media and Design, University of Wales, Newport, UK in the context of the EU-India Cross-Cultural Innovation Network Project. NISTADS were proposing to introduce a new fuel-efficient furnace technology in place of the traditional form used in Bikna. It was expected that the introduction of the new furnace would catalyse major changes in the entire dhokra craft at Bikna. What was not anticipated, however, was the speed and extent of this change, to the extent that the old traditional way of doing things was changed within the space of a few months. A Multimedia record of the craft and the process was developed. These technologies make it possible to develop adequate representations of skilled performance mediated by the craftsman him- or herself. Particularly valuable in this respect is the capacity of multimedia systems to use a full range of modalities of description, including video, sound, still image, conventional text and technical diagrams. This enables the presentation of very complex information in a variety of formats and contexts. The context and process of developing this knowledge archive are described. (shrink)

The article analyzes the dependence of the phenomenon of education on the type of civilization in space of which the life of the world community takes place. It is based on the interaction of social institutions of the market, science and education. It “proceeds” on the surface by the division of social labor, which generates a specific form of social system of education in dependence on the social division of labor in specific socio-economic conditions. To reproduce effectively its structural and (...) functional parameters, the author suggests resorting to the paradigm of the «life cycle of educational systems in the context of a civilizational approach» based on the use of cognitive analysis. Its advantage is only that the concept «grasps» the phenomenon of education as a whole. This means that the phenomenon of civilization education is studied as a social institution and social system of the industrial society. To analyze the dynamics of knowledge change, two methodological conditions must be used: to apply the civilizational approach and the paradigm of the life cycle of social systems, since this phenomenon has a long-lasting dimension in space and time; the meaning of educational content at each stage of industrial civilization life is distinguished: natural knowledge prevailed at the stage of its origin; at the stage of growth - technical knowledge that corresponded to the essence of civilization itself; at the stage of maturity - scientific knowledge turned into ideologues of social development, which led to the emergence of technocratism and “drove” the planetary community into a dead end; at the stage of decline - technological knowledge led to the loss of mainstream guide of social development and began the catastrophic destruction of the social organism of the planet, which entails a change in the type of civilizational development; the solution is seen in the rise of the planetary community into the space of informational civilization, the transition of education to mastering methodological knowledge corresponds to it. (shrink)

Learning programming is thought to be troublesome. One doable reason why students don’t do well in programming is expounded to the very fact that traditional way of learning within the lecture hall adds more stress on students in understanding the Material rather than applying the Material to a true application. For a few students, this teaching model might not catch their interest. As a result, they'll not offer their best effort to grasp the Material given. Seeing however the information (...) is applied to real issues will increase student interest in learning. As a consequence, this may increase their effort to be taught. In the current paper, we try to help students learn C# programming language using Intelligent Tutoring System. This ITS was developed using ITSB authoring tool to be able to help the student learn programming efficiently and make the learning procedure very pleasing. A knowledge base using ITSB authoring tool style was used to represent the student's work and to give customized feedback and support to students. (shrink)

In a recent response to our paper on developing a philosophical framework to guide the design and delivery of a just health service, Sarela raises several objections. We feel that although Sarela makes points which are worthy of discussion, his critique does not undermine either the need for, or the worth of, our proposed model. First, the law does not negate the need for ethics in determining just healthcare policy. Reliance on legal processes can drive inappropriate focus on ensuring (...) policies avoid judicial review, as opposed to ensuring they are truly just; the law affords protection against unjust policies but does not put a commitment to avoiding them at the heart of policy-making. We defend the need for Scanlonian supplementation by emphasising the practical value of adding a step based on reasonable rejection, particularly in ensuring that the views of vulnerable stakeholders are robustly considered. We discuss the similarities and differences between the work of Daniels and Sen in considering the relationship between health and opportunity, concluding that Sen’s capability approach is both valuable and compatible with our proposed model. Finally, the practical use of our model requires consideration of what constitutes a reasonable person. Our model is explicitly intended to help develop a healthcare system which is just to all its users. With this in mind, we suggest that those involved in decision-making should meet Scanlon’s definition of reasonable: they should be motivated to justify their actions to, and seek agreement with, others. (shrink)

Genome editing is a technology that can accurately and efficiently modify the genome of organisms, including the human genome. Although human genome editing (HGE) has many benefits, it also involves technical risks and ethical, legal, and social issues. Thus, the pros and cons of using this technology have been actively debated since 2015. Notably, the research community has taken an interest in the issue and has discussed it internationally. However, for the governance of HGE, the roles of (...) government agencies and the general public are also important for an effective regulatory system. Here, we examine the roles of the research community, government, and public in the governance of HGE through an analysis of discussions in the Japanese Expert Panel on Bioethics. During the discussion of the research ethics review system, the professionalism of the research community and the pros and cons of state oversight have become issues for debate. Furthermore, through an examination of the overall policy-making process, three stakeholders are clearly involved in the governance of emerging medical technologies in the Expert Panel on Bioethics, a discussion forum established by government agencies. The contrast among these roles provides insight into the positive roles of government agencies and the research community and the conditions under which these roles are played. We also note that there are diverse actors in the public, which may have an impact on their participation. Our results may serve as a guide for countries and organizations to establish governance on emerging medical technologies. (shrink)

After reviewing portions of the 21st Century Nanotechnology Research and Development Act that call for examination of societal and ethical issues, this essay seeks to understand how nanoethics can play a role in nanotechnology development. What can and should nanoethics aim to achieve? The focus of the essay is on the challenges of examining ethical issues with regard to a technology that is still emerging, still ‘in the making.’ The literature of science and technology studies (STS) is (...) used to understand the nanotechnology endeavor in a way that makes room for influence by nanoethics. The analysis emphasizes: the contingency of technology and the many actors involved in its development; a conception of technology as sociotechnical systems; and, the values infused (in a variety of ways) in technology. Nanoethicists can be among the many actors who shape the meaning and materiality of an emerging technology. Nevertheless, there are dangers that nanoethicists should try to avoid. The possibility of being co-opted from working along side nanotechnology engineers and scientists is one danger that is inseparable from trying to influence. Related but somewhat different is the danger of not asking about the worthiness of the nanotechnology enterprise as a social investment in the future. (shrink)

Purpose Artificial intelligence (AI) has sparked interest in various areas, including marketing. However, this exhilaration is being tempered by growing concerns about the moral and legal implications of using AI in marketing. Although previous research has revealed various ethical and legal issues, such as algorithmic discrimination and data privacy, there are no definitive answers. This paper aims to fill this gap by investigating AI’s ethical and legal concerns in marketing and suggesting feasible solutions. Design/methodology/approach The paper synthesises information from (...) academic articles, industry reports, case studies and legal documents through a thematic literature review. A qualitative analysis approach categorises and interprets ethical and legal challenges and proposes potential solutions. Findings The findings of this paper raise concerns about ethical and legal challenges related to AI in the marketing area. Ethical concerns related to discrimination, bias, manipulation, job displacement, absence of social interaction, cybersecurity, unintended consequences, environmental impact, privacy and legal issues such as consumer security, responsibility, liability, brand protection, competition law, agreements, data protection, consumer protection and intellectual property rights are discussed in the paper, and their potential solutions are discussed. Research limitations/implications Notwithstanding the interesting insights gathered from this investigation of the ethical and legal consequences of AI in marketing, it is important to recognise the limits of this research. Initially, the focus of this study is confined to a review of the most important ethical and legal issues pertaining to AI in marketing. Additional possible repercussions, such as those associated with intellectual property, contracts and licencing, should be investigated more deeply in future studies. Despite the fact that this study gives various answers and best practices for tackling the stated ethical and legal concerns, the viability and efficacy of these solutions may differ depending on the context and industry. Thus, more research and case studies are required to evaluate the applicability and efficacy of these solutions in other circumstances. This research is mostly based on a literature review and may not represent the experiences or opinions of all stakeholders engaged in AI-powered marketing. Further study might involve interviews or surveys with marketing professionals, customers and other key stakeholders to offer a full knowledge of the practical difficulties and solutions. Because of the rapid speed of technical progress, AI’s ethical and regulatory ramifications in marketing are continually increasing. Consequently, this work should be a springboard for more research and continuing conversations on this subject. Practical implications This study’s findings have several practical implications for marketing professionals. Emphasising openness and explainability: Marketing professionals should prioritise transparency in their use of AI, ensuring that customers are fully informed about data collection and utilisation for targeted advertising. By promoting openness and explainability, marketers can foster customer trust and avoid the negative consequences of a lack of transparency. Establishing ethical guidelines: Marketing professionals need to develop ethical rules for the creation and implementation of AI-powered marketing strategies. Adhering to ethical principles ensures compliance with legal norms and aligns with the organisation’s values and ideals. Investing in bias detection tools and privacy-enhancing technology: To mitigate risks associated with AI in marketing, marketers should allocate resources to develop and implement bias detection tools and privacy-enhancing technology. These tools can identify and address biases in AI algorithms, safeguard consumer privacy and extract valuable insights from consumer data. Social implications This study’s social implications emphasise the need for a comprehensive approach to address the ethical and legal challenges of AI in marketing. This includes adopting a responsible innovation framework, promoting ethical leadership, using ethical decision-making frameworks and conducting multidisciplinary research. By incorporating these approaches, marketers can navigate the complexities of AI in marketing responsibly, foster an ethical organisational culture, make informed ethical decisions and develop effective solutions. Such practices promote public trust, ensure equitable distribution of benefits and risk, and mitigate potential negative social consequences associated with AI in marketing. Originality/value To the best of the authors’ knowledge, this paper is among the first to explore potential solutions comprehensively. This paper provides a nuanced understanding of the challenges by using a multidisciplinary framework and synthesising various sources. It contributes valuable insights for academia and industry. (shrink)

In rich detail Jonathan Berkey interprets the social and cultural consequences of Islam's regard for knowledge, showing how education in the Middle Ages played a central part in the religious experience of nearly all Muslims. Focusing on Cairo, which under Mamluk rule was a vital intellectual center with a complex social system, the author describes the transmission of religious knowledge there as a highly personal process, one dependent on the relationships between individual scholars and students. The great variety (...) of institutional structures, he argues, supported educational efforts without ever becoming essential to them. By not being locked into formal channels, religious education was never exclusively for the elite but was open to all. Berkey explores the varying educational opportunities offered to the full run of the Muslim population--including Mamluks, women, and the "common people." Drawing on medieval chronicles, biographical dictionaries, and treatises on education, as well as the deeds of endowment that established many of Cairo's schools, he explains how education drew groups of outsiders into the cultural center and forged a common Muslim cultural identity. Originally published in 1992. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These paperback editions preserve the original texts of these important books while presenting them in durable paperback editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905. (shrink)

In recent years there has been an explosion of interest in Artificial Intelligence (AI) both in health care and academic philosophy. This has been due mainly to the rise of effective machine learning and deep learning algorithms, together with increases in data collection and processing power, which have made rapid progress in many areas. However, use of this technology has brought with it philosophical issues and practical problems, in particular, epistemic and ethical. In this paper the authors, with backgrounds in (...) philosophy, maternity care practice and clinical research, draw upon and extend a recent framework for shared decision-making (SDM) that identified a duty of care to the client's knowledge as a necessary condition for SDM. This duty entails the responsibility to acknowledge and overcome epistemic defeaters. This framework is applied to the use of AI in maternity care, in particular, the use of machine learning and deep learning technology to attempt to enhance electronic fetal monitoring (EFM). In doing so, various sub-kinds of epistemic defeater, namely, transparent, opaque, underdetermined, and inherited defeaters are taxonomized and discussed. The authors argue that, although effective current or future AI-enhanced EFM may impose an epistemic obligation on the part of clinicians to rely on such systems' predictions or diagnoses as input to SDM, such obligations may be overridden by inherited defeaters, caused by a form of algorithmic bias. The existence of inherited defeaters implies that the duty of care to the client's knowledge extends to any situation in which a clinician (or anyone else) is involved in producing training data for a system that will be used in SDM. Any future AI must be capable of assessing women individually, taking into account a wide range of factors including women's preferences, to provide a holistic range of evidence for clinical decision-making. (shrink)

Human gait is a complex activity that requires high coordination between the central nervous system, the limb, and the musculoskeletal system. More research is needed to understand the latter coordination's complexity in designing better and more effective rehabilitation strategies for gait disorders. Electroencephalogram and functional near-infrared spectroscopy are among the most used technologies for monitoring brain activities due to portability, non-invasiveness, and relatively low cost compared to others. Fusing EEG and fNIRS is a well-known and established methodology proven to (...) enhance brain–computer interface performance in terms of classification accuracy, number of control commands, and response time. Although there has been significant research exploring hybrid BCI involving both EEG and fNIRS for different types of tasks and human activities, human gait remains still underinvestigated. In this article, we aim to shed light on the recent development in the analysis of human gait using a hybrid EEG-fNIRS-based BCI system. The current review has followed guidelines of preferred reporting items for systematic reviews and meta-Analyses during the data collection and selection phase. In this review, we put a particular focus on the commonly used signal processing and machine learning algorithms, as well as survey the potential applications of gait analysis. We distill some of the critical findings of this survey as follows. First, hardware specifications and experimental paradigms should be carefully considered because of their direct impact on the quality of gait assessment. Second, since both modalities, EEG and fNIRS, are sensitive to motion artifacts, instrumental, and physiological noises, there is a quest for more robust and sophisticated signal processing algorithms. Third, hybrid temporal and spatial features, obtained by virtue of fusing EEG and fNIRS and associated with cortical activation, can help better identify the correlation between brain activation and gait. In conclusion, hBCI system is not yet much explored for the lower limb due to its complexity compared to the higher limb. Existing BCI systems for gait monitoring tend to only focus on one modality. We foresee a vast potential in adopting hBCI in gait analysis. Imminent technical breakthroughs are expected using hybrid EEG-fNIRS-based BCI for gait to control assistive devices and Monitor neuro-plasticity in neuro-rehabilitation. However, although those hybrid systems perform well in a controlled experimental environment when it comes to adopting them as a certified medical device in real-life clinical applications, there is still a long way to go. (shrink)

A novel advantage of the use of machine learning (ML) systems in medicine is their potential to continue learning from new data after implementation in clinical practice. To date, considerations of the ethical questions raised by the design and use of adaptive machine learning systems in medicine have, for the most part, been confined to discussion of the so-called “update problem,” which concerns how regulators should approach systems whose performance and parameters continue to change even after they (...) have received regulatory approval. In this paper, we draw attention to a prior ethical question: whether the continuous learning that will occur in such systems after their initial deployment should be classified, and regulated, as medical research? We argue that there is a strong prima facie case that the use of continuous learning in medical ML systems should be categorized, and regulated, as research and that individuals whose treatment involves such systems should be treated as research subjects. (shrink)

Given the complexity of teams involved in creating AI-based systems, how can we understand who should be held accountable when they fail? This paper reports findings about accountable AI from 26 interviews conducted with stakeholders in AI drawn from the fields of AI research, law, and policy. Participants described the challenges presented by the distributed nature of how AI systems are designed, developed, deployed, and regulated. This distribution of agency, alongside existing mechanisms of accountability, responsibility, and liability, (...) creates barriers for effective accountable design. As agency is distributed across the socio-technical landscape of an AI system, users without deep knowledge of the operation of these systems become disempowered, unable to challenge or contest when it impacts their lives. In this context, accountability becomes a matter of building systems that can be challenged, interrogated, and, most importantly, adjusted in use to accommodate counter-intuitive results and unpredictable impacts. Thus, accountable system design can work to reconfigure socio-technical landscapes to protect the users of AI and to prevent unjust apportionment of risk. (shrink)

Knowledge concerning the cognition involved in perceiving and remembering faces has informed the design of at least two generations of facial compositing technology. These systems allow a witness to work with a computer (and a police operator) in order to construct an image of a perpetrator. Research conducted with systems currently in use has suggested that basing the construction process on the witness recalling and verbally describing the face can be problematic. To overcome these problems (...) and make better use of witness cognition, the latest systems use a combination of Principal Component Analysis (PCA) facial synthesis and an array-based interface. The present paper describes a preliminary study conducted to determine whether the use of an array-based interface really does make appropriate use of witness cognition and what issues need to be considered in the design of emerging compositing technology. (shrink)

This article provides a comparative institutional analysis between El Niño/southern Oscillation forecasting systems in the Pacific and southern Africa with a focus on how scientific information is connected to the decision-making process. With billions of dollars in infrastructure and private property and human health and well-being at risk during ENSO events, forecasting systems have begun to be embraced by managers and firms at multiple levels. The study suggests that such systems need to consciously support the (...) coproduction of knowledge. A critical component of such coproduction seems to be managing the boundaries between science and policy and across disciplines, scale, and knowledges to create information that is salient, credible, and legitimate to multiple audiences. This research suggests institutional mechanisms that appear to be useful in managing such boundaries, including mechanisms for structuring convening, translation, collaboration, and mediation functions. (shrink)

In this issue, Pila (2009) has criticised the recommendations made by requirements engineers involved in the design of a grid technology for the support of distributed readings of mammograms made by Jirotka et al. (2005). The disagreement between them turns on the notion of “biographical familiarity” and whether it can be a sound basis for trust for the performances of professionals such as radiologists. In the first two sections, this paper gives an interpretation of the position of each side (...) in this disagreement and their recommendation for the design of technology for distributed reading, and in the third the underlying reasons for this disagreement are discussed. It is argued that Pila, in attempting to make room for mistrust as well as trust, brings to the fore the question of having and reflecting upon reasons for trust or mistrust. Pila holds that biographical familiarity is not a sound reason for trust/mistrust, as it seems to obliterate the possibility of mistrust. In response to her proposal, an analysis is proposed of the forms of trust involved in biographical familiarity. In particular, implicit trust is focused upon—as a form of trust in advance of reasons, and as a form of trust contained (in the logical sense) within other reasons. It is proposed that implicit trust has an important role in establishing an intersubjectively shared world in which what counts as a reason for the acceptability of performances such as readings of X-rays is established. Implicit trust, therefore, is necessary for professionals to enter into a “space of reasons”. To insist upon judgements made in the absence of the form of implicit trust at play in biographical familiarity is to demand that radiologists (and other relevantly similar professionals) make judgements regarding whether to trust or mistrust on the basis of reasons capable of being reflected upon, but at the same time leave them without reasons upon which to reflect. (shrink)

A recent interpretation of artificial intelligence (AI) (Floridi 2013, 2022) suggests that the implementation of AI demands the investigation of the binding conditions that make it possible to build and integrate artifacts into our lived world. Such artifacts can successfully interact with the world because our environment has been designed to be compatible with intelligent machines (such as robots). As the use of AI becomes ubiquitous in society, possibly leading to the formation of increasingly intelligent bio- (...) class='Hi'>technological unions, there will likely be a coexistence of a plethora of micro-environments wrapped and tailored around humans and basic robots. The key element of this pervasive process will be the capacity to integrate biological realms in an infosphere suitable for the implementation of AI technologies. This process will require extensive datafication. This is because data is the basis of the logical-mathematical codes and models that drive and guide AI. This process will have huge consequences on workplaces, on workers, as well as on the decision-making processes required for the functioning of future societies. In this paper we will offer a comprehensive reflection on the moral and social implications of datafication as well as a set of considerations about its desirability, which will be informed by the following insights: (1) full protection of privacy may become structurally impossible, thus leading to undesirable forms of political and social control; (2) worker’s freedom may be reduced; (3) human creativity, imagination, and even divergence from AI logic might be channeled and possibly discouraged; (4) there will likely be a push towards efficiency and instrumental reason, which will become preeminent in production lines as well as in society. (shrink)

Technological developments often bring about new risks. Informed consent has been proposed as a means to legitimize the imposition of technological risks. This principle was first introduced in medical practice to assure the autonomy of the patient.The introduction of IC in the field of technological practice raises questions about the comparability of the type of informed consent. To what extent are thepossibilities to include laypeople in making decisions regarding risks similar in the technological field to (...) giving informed consent in the medical field and whatdoes this imply for the design and implementation of IC in the technological field? Medical and the technological practice are clearly alike in that both fieldsare characterized by highly specialized, technical knowledge which can be quite inaccessible to the average layperson. However, a fundamental difference ariseswith regard to the aim, knowledge of risks and exclusiveness of the practices in each field. The differences in aim imply that the necessity for each practice isperceived differently by laypeople, thus leading them to assess the respective risks differently. The differences in knowledge of risks arise from the variabilityin the ways that can be used to describe a given risk. Definition of risk in medical practice is more homogenous in this respect than the risk definition intechnological fields. Futhermore, medical practice tends to be more exclusive, leading laypeople immersed in that practice to necessarily embrace most of thefundamental underlying that practice. These differences result in divergent recommendations for the implementation of informed consent in the technological field, basically: there is a need for more extensive procedure and for less decisive authority for the individual. (shrink)

Human beings frequently attribute anthropomorphic features, motivations and behaviors to animals, artifacts, and natural phenomena. Historically, many interpretations of this attitude have been provided within different disciplines. What most interpretations have in common is distinguishing children’s manifestations of this attitude, which are considered “natural”, from adults’ occurrences, which must be explained by resorting to particular circumstances. In this article, I argue that anthropomorphism is not grounded in specific belief systems but rather in interaction. In interaction, a nonhuman (...) entity assumes a place that generally is attributed to a human interlocutor, which means that it is independent of the beliefs that people may have about the nature and features of the entities that are anthropomorphized. This perspective allows us to explain the problems that emerge if we consider anthropomorphism as a belief: (i) adults under certain circumstances may anthropomorphize entities even if they perfectly know that these entities have no mental life; (ii) according to the situation, the same entity may be anthropomorphized or treated as an object; (iii) there is no consistency among the entities that are anthropomorphized; (iv) there is individual variability in anthropomorphization, and this variability derives from affective states rather than from different degrees of knowledge about the entity that is anthropomorphized or greater or lesser naivety of the person who anthropomorphizes. From this perspective, anthropomorphism is a basic human attitude that begins in infants and persists throughout life. The difference between adults and children is not qualitative but rather a matter of complexity. (shrink)

Providing healthcare services frequently involves cognitively demanding tasks, including diagnoses and analyses as well as complex decisions about treatments and therapy. From a global perspective, ethically significant inequalities exist between regions where the expert knowledge required for these tasks is scarce or abundant. One possible strategy to diminish such inequalities and increase healthcare opportunities in expert-scarce settings is to provide healthcare solutions involving digital technologies that do not necessarily require the presence of a human expert, e.g., in the (...) form of artificial intelligent decision-support systems (AI-DSS). Such algorithmic decision-making, however, is mostly developed in resource- and expert-abundant settings to support healthcare experts in their work. As a practical consequence, the normative standards and requirements for such algorithmic decision-making in healthcare require the technology to be at least as explainable as the decisions made by the experts themselves. The goal of providing healthcare in settings where resources and expertise are scarce might come with a normative pull to lower the normative standards of using digital technologies in order to provide at least some healthcare in the first place. We scrutinize this tendency to lower standards in particular settings from a normative perspective, distinguish between different types of absolute and relative, local and global standards of explainability, and conclude by defending an ambitious and practicable standard of local relative explainability. (shrink)

In a world permeated by digital technology, engineering is involved in every aspect of human life. Engineers address a wider range of design problems than ever before, raising new questions and challenges regarding their work, as boundaries between engineering, management, politics, education and art disappear in the face of comprehensive socio-technical systems. It is therefore necessary to review our understanding of engineering practice, expertise and responsibility. This book advances the idea that the future of engineering will (...) not be driven by a static view of a closed discipline, but rather will result from a continuous dialogue between different stakeholders involved in the design and application of technical artefacts. Based on papers presented at the 2016 conference of the forum for Philosophy, Engineering and Technology in Nuremberg, Germany, the book features contributions by philosophers, engineers and managers from academia and industry, who discuss current and upcoming issues in engineering from a wide variety of different perspectives. They cover topics such as problem solving strategies and value-sensitive design, experimentation and simulation, engineering knowledge and education, interdisciplinary collaboration, sustainability, risk and privacy. The different contributions in combination draw a comprehensive picture of efforts worldwide to come to terms with engineering, its foundations in philosophy, the ethical problems it causes, and its effect on the ongoing development of society. (shrink)