The increased presence of medical AI in clinical use raises the ethical question which standard of explainability is required for an acceptable and responsible implementation of AI-based applications in medical contexts. In this paper, we elaborate on the emerging debate surrounding the standards of explainability for medical AI. For this, we first distinguish several goods explainability is usually considered to contribute to the use of AI in general, and medical AI in specific. Second, we propose to understand the value of (...) explainability relative to other available norms of explainable decision-making. Third, in pointing out that we usually accept heuristics and uses of bounded rationality for medical decision-making by physicians, we argue that the explainability of medical decisions should not be measured against an idealized diagnostic process, but according to practical considerations. We conclude, fourth, to resolve the issue of explainability-standards by relocating the issue to the AI’s certifiability and interpretability. (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)

Decision making in health care contexts is often deeply challenging for the patients, their close ones, and those who care for them. All of them have and perceive different forms of responsibilitie...

‘Authority’ is a term widely used in scholarly debate, including the history of philosophy. However, what is meant by this term is not always clear and the concept is not very well defined. One reason for this is certainly that the phenomenon itself is complex and the corresponding terms are used with a degree of latitude. This makes it difficult to adequately compare and connect the insights that various case studies have to offer. For historians of philosophy, it is thus (...) important to get a sufficient grasp of the concept of authority. This is even more urgent when one studies commentary traditions, in which secondary texts are written in virtue of the existence of texts clad with high authority. Our article combines historical textual research with insights from epistemology, thus providing a discussion of the concept of authority and its importance in textual traditions. We propose a descriptive model that can be used for examining epistemic authority in historical texts. An example from ancient Platonism serves to show both the complexity of the phenomenon and the clarifications that our approach may offer. (shrink)

As individuals enter their 80s, they are inevitably confronted with the problem of neuronal loss in the brain. The incidence of the common movement disorder ‘mild parkinsonian signs’ (MPS) is approximately 50% over the age of 85 years. It has long been known that the loss of dopaminergic neurons in the substantia nigra pars compacta is a neuropathological hallmark of Parkinson's disease (PD). Recently, two papers1,2 present clear evidence for a high burden of mitochondrial DNA deletions within substantia nigra neurons (...) in aged individuals and individuals with PD, pointing towards a common pathway inevitably leading to neuronal dysfunction and death. BioEssays 28: 963–967, 2006. © 2006 Wiley Periodicals, Inc. (shrink)

This paper discusses different ways of formulating regulation that takes into account a responsibility towards future generations in environmental issues. A rights-based or human-rights based approach, based on notions of intergenerational equity, can be problematic on a conceptual level, and implementation of rights for future generations is challenging. An alternative approach is based on the assignment of duties to present generations rather than rights of future generations. This approach, which is often used in regulation concerning sustainability, uses goal regulation to (...) avoid conceptual problems with rights of future generations while it still provides the opportunity to safeguard their interests and needs. (shrink)

Novice designers produced a sequence of sketches while inventing a logo for a novel brand of soft drink. The sketches were scored for the presence of specific objects, their local features and global composition. Self‐assessment scores for each sketch and art critics' scores for the end products were collected. It was investigated whether the design evolves in an essentially random fashion or according to an overall heuristic. The results indicated a macrostructure in the evolution of the design, characterized by two (...) stages. For the majority of participants, the first stage is marked by the introduction and modification of novel objects and their local and global aspects; the second stage is characterized by changes in their global composition. The minority that showed the better designs has a different strategy, in which most global changes were made in the beginning. Although participants did not consciously apply these strategies, their self‐assessment scores reflect the stages of the process. (shrink)

Exponential-constructible functions are an extension of the class of constructible functions. This extension was formulated by Cluckers and Loeser in the context of semi-algebraic and sub-analytic structures, when they studied stability under integration. In this paper, we will present a natural refinement of their definition that allows for stability results to hold within the wider class of [Formula: see text]-minimal structures. One of the main technical improvements is that we remove the requirement of definable Skolem functions from the proofs. As (...) a result, we obtain stability in particular for all intermediate structures between the semi-algebraic and the sub-analytic languages. (shrink)

There is a remedy available for many of our ailments: Psychopharmacology promises to alleviate unsatisfying memory, bad moods, and low self-esteem. Bioethicists have long discussed the ethical implications of enhancement interventions. However, they have not considered relevant evidence from psychology and economics. The growth in autonomy in many areas of life is publicized as progress for the individual. However, the broadening of areas at one’s disposal together with the increasing individualization of value systems leads to situations in which the range (...) of options asks too much of the individual. I scrutinize whether increased self-determination and unbound possibilities are really in a person’s best interests. Evidence from psychology and economics challenges the assumption that unlimited autonomy is best in all cases. The responsibility for autonomous self-formation that comes with possibilities provided by neuro-enhancement developments can be a burden. To guarantee quality of life I suggest a balance of beneficence, support, and respect for autonomy. (shrink)

Novice designers produced a sequence of sketches while inventing a logo for a novel brand of soft drink. The sketches were scored for the presence of specific objects, their local features and global composition. Self‐assessment scores for each sketch and art critics' scores for the end products were collected. It was investigated whether the design evolves in an essentially random fashion or according to an overall heuristic. The results indicated a macrostructure in the evolution of the design, characterized by two (...) stages. For the majority of participants, the first stage is marked by the introduction and modification of novel objects and their local and global aspects; the second stage is characterized by changes in their global composition. The minority that showed the better designs has a different strategy, in which most global changes were made in the beginning. Although participants did not consciously apply these strategies, their self‐assessment scores reflect the stages of the process. (shrink)

This brief essay examines emergent spaces for politics and emergent political actors. The particular concern here is with types of politics that do not run through the formal political system, one with shrinking options for a growing number of US citizens and immigrants. Informal political actors and street-level politics in cities are major instances of this. US cities have a long history of street-level politics. The contents, the purposes, the mobilizers and the enactors of these politics have changed over time. (...) Today’s global cities are a very specific type of place because they bring together both the most globalized sectors of capital and the new transnational professionals, on the one hand, and a growing number of immigrants and native minoritized groups in a single, complex space. (shrink)

Theologie und Metaphysik stehen in einem Spannungsverhältnis. Versuchen der Rehabilitierung eines starken metaphysischen Systemsdenkens steht das 'nachmetaphysische Denken' entgegen, welches das Projekt einer rationalen Metaphysik verabschiedet. Wendel und Breul unternehmen einen Vermittlungsversuch: Sie formulieren eine 'Metaphysik nach Kant' als Leitparadigma der Theologie, die ernst nimmt, dass Metaphysik für eine rationale Begründung des Glaubens unverzichtbar ist, sie zugleich jedoch methodisch nur in der Verwurzelung in einer Praxis personaler Lebensformen haltbar ist. So gelingt es diesem Neuansatz, eine an die Moderne anschlussfähige praktische (...) Begründung religiöser Hoffnung zu entwickeln."-- Back cover. (shrink)

The volume offers a unique collection of articles on pediatric neuroenhancement from an international and multidisciplinary perspective. In recent years, the topic of “neuroenhancement” has become increasingly relevant in academia and practice, as well as among the public. While autonomous adults are free to choose neuroenhancement, in children it presents its own ethical, social, legal, and developmental issues. A plethora of potential enhancement agents are on the market. While the manifold issues surrounding the topic have been extensively discussed, there is (...) little work on the specific questions that arise in children and adolescents. This book addresses this gap in the literature: Next to conceptual and normative work on autonomy and self-control, the collection explores the implications for parenting and schooling, and provides input for a discussion of public attitudes. It is a valuable resource for the different academic communities confronted with questions of how to evaluate and approach enhancement in children and is of interest to neuroethicists, scholars in applied ethics and neurology, psychiatrists and psychologists as well as scientists developing enhancement interventions for children. (shrink)

This article describes the feasibility of researchinto the relation between values of farmers andsustainability for the Dutch Ministry of Agricultureand the Dutch Federation of Agricultural andHorticultural Organisations.Firstly, a theoretical framework describes differentlevels of motivation behind conduct and choices. Itenables exploration and analysis of individualinterviews with small groups of conventional andecological farmers. The aim is to find out what theirbasic convictions regarding nature and sustainabilityare, and to analyze the relation between theseconvictions and the actual choices they make in theirfarming practice. The (...) research shows that for somefarmers, differences in farming practice go back to themotivation level of moral convictions about what is`good farming'. For others, the motivations for aspecific farming practice are more pragmatic or`superficial'. This knowledge can be of significancefor the process of policy making. (shrink)

Name der Zeitschrift: Klio Jahrgang: 96 Heft: 1 Seiten: 183-217.

The central argument developed in this essay is that today we are seeing a proliferation of normative orders where once state normativity ruled and the dominant logic was toward producing a unitary normative framing. One synthesizing image we might use to capture these dynamics is that of a movement from centripetal nation-state articulation to a centrifugal multiplication of specialized assemblages. This multiplication in turn can lead to a sort of simplification of normative structures insofar as: these assemblages are partial and (...) often highly specialized formations centered in particular utilities and purposes. The valence of these particular utilities and purposes can range from the search for justice to narrow self-interest . While this is still a minor process in the larger scale of our geopolity, it signals the beginning of a multi-sited, though partial, disruption of its existing formal architecture. This raises questions about the future of crucial frameworks through which modern societies, economies, and polities have operated: the social contract of liberal states, social democracy as we have come to understand it, modern citizenship, and the formal mechanisms that render certain claims legitimate and others illegitimate in liberal democracies. These frameworks have held together complex interdependencies between rights and obligations, power and the law, wealth and poverty, allegiance and exit.Keywords: assemblages; normative; globalization; denationalization; centripetal; centrifugal; utilities; logics; liberal state; claims. (shrink)

In this paper, we first classify different types of second opinions and evaluate the ethical and epistemological implications of providing those in a clinical context. Second, we discuss the issue of how artificial intelligent could replace the human cognitive labour of providing such second opinion and find that several AI reach the levels of accuracy and efficiency needed to clarify their use an urgent ethical issue. Third, we outline the normative conditions of how AI may be used as second opinion (...) in clinical processes, weighing the benefits of its efficiency against concerns of responsibility attribution. Fourth, we provide a ‘rule of disagreement’ that fulfils these conditions while retaining some of the benefits of expanding the use of AI-based decision support systems in clinical contexts. This is because the rule of disagreement proposes to use AI as much as possible, but retain the ability to use human second opinions to resolve disagreements between AI and physician-in-charge. Fifth, we discuss some counterarguments. (shrink)

The American Journal of Bioethics, Volume 12, Issue 9, Page 53-55, September 2012.

How to best prepare children for life? How to develop settings for childcare and adolescent maturation that support the developing individual within a changing societal context? How to understand and evaluate expectations concerning behaviour and performance in childhood and youth? How to understand what is fruitful for increasing a child’s present and future well-being? How to decide for, and with, children?

The biggest contemporary challenge to democratic legitimacy gravitates around the crisis of democratic representation.