There is a current debate about if, and in what sense, machine learning systems used in the medical context need to be explainable. Those arguing in favor contend these systems require post hoc explanations for each individual decision to increase trust and ensure accurate diagnoses. Those arguing against suggest the high accuracy and reliability of the systems is sufficient for providing epistemic justified beliefs without the need for explaining each individual decision. But, as we show, both solutions have limitations—and it (...) is unclear either address the epistemic worries of the medical professionals using these systems. We argue these systems do require an explanation, but an institutional explanation. These types of explanations provide the reasons why the medical professional should rely on the system in practice—that is, they focus on trying to address the epistemic concerns of those using the system in specific contexts and specific occasions. But ensuring that these institutional explanations are fit for purpose means ensuring the institutions designing and deploying these systems are transparent about the assumptions baked into the system. This requires coordination with experts and end-users concerning how it will function in the field, the metrics used to evaluate its accuracy, and the procedures for auditing the system to prevent biases and failures from going unaddressed. We contend this broader explanation is necessary for either post hoc explanations or accuracy scores to be epistemically meaningful to the medical professional, making it possible for them to rely on these systems as effective and useful tools in their practices. (shrink)

This article looks at the public debate which took place in the first half of the twentieth century and has repercussions to the present day. It was about the ethical stance of scientists, and how science should be organized. In particular, it examines the positions taken by Professor F. Soddy, F.R.S. and Nobel Laureate, who stressed the responsibility of scientists for the uses made of their research, Professor Michael Polanyi, F.R.S., who emphasised the obligation of scientists to the truth and (...) the essential role of morality in the organization of science, and Professor J.D.Bernal, F.R.S., who insisted that science was practised for utilitarian reasons and should be consciously developed for the good of society. (shrink)

In the Concept of Mind from 1949 Gilbert Ryle distinguished between knowing how and knowing that. What was Ryle’s basic idea and how is the discussion going on in philosophy today? How can sport philosophy use the idea of knowing how? My goal in this paper is first to bring Ryle and the post-Rylean discussion to light and then show how phenomenology can give some input to the discussion. The article focuses especially on the two main interpretations of knowing how, (...) intellectualism and anti-intellectualism. In the second part of the article I discuss how views from phenomenology and philosophy of mind can enrich and widen our understanding of what knowing how means in relation to sport practices. It is argued that knowing how is not limited to athletic abilities but includes knowledge of how the environing world operates in relation to athletic action. (shrink)

The ArgumentWhen economists report on research using mathematical models, they use a literary form similar to the experimental report in the laboratory sciences. This form consists of a narrative of a series of events, with a clear temporal segregation of the agency of the author and the agency of the objects of study. Existing explanations of this literary form treat it as a rhetorical device that either conceals the agency of the author in constructing and interpreting the findings, or simply (...) appropriates the appearance of accepted scientific method. This article — based on analysis of a research program in economics, a single article that issued from that program, and in-depth interviews with the authors — proposes an alternate interpretation. Drawing on the praxeological “laboratory studies” tradition in science studies, we treat work with mathematical models as involving the interaction of economists with objects that act independently of the analyst's will. The clear separation of the economist's and the models agency, as depicted in the published report, is not the result of a rhetorical rewriting of actual events, but is a practical accomplishment. Every step in the analytical work that preceded the paper is devoted to developing a procedure in which the economists' agency will be completely accountable in terms of accepted practices, and the performance of the model will be distinct and compelling. (shrink)

Science is considered as an open system that constitutes a sub-entity of the total system "society" and whose functions include the production, systematization, communication and application of knowledge. Since this system is made up of individuals and groups, its functions are dependent on psychological factors. This fact serves as a starting point for a psychology of science, which can contribute to optimizing scientific practice by treating the heuristic, organizational, technological, and normative aspects of scientific activity.

Amidst the progress being made in the various (sub-)disciplines of the behavioural and brain sciences a somewhat neglected subject is the problem of how everything fits into one world and, derivatively, how the relation between different levels of discourse should be understood and to what extent different levels, domains, approaches, or disciplines are autonomous or dependent. In this paper I critically review the most recent proposals to specify the nature of interdiscourse relations, focusing on the concept of supervenience. Ideally supervenience (...) is a relation between different discourses which has all the advantages of reduction, but without its disadvantages. I apply the more abstract considerations to two concrete cases: schizophrenia and colour. Usually an interlevel or interdiscourse relation is seen as asymmetrical: the overlaying discourse depends on the underlying discourse (and not vice versa), where the out- or un-spoken assumption is that the ultimate underlying discourse is physical. Instead I argue that scientific categories referred to in interdiscourse relations are, ultimately, dependent on common sense categories and common sense normative criteria. It is the manifest categories and common sense ideas about what is reasonable and what is right that determine the relevant categorisations at the deeper, underlying levels. I suggest that the implications of this are not merely methodological or epistemological. (shrink)

The article addresses the issue of dynamics of science, in particular of new sciences born in twentieth century and developed after the Second World War (information science, materials science, life science). The article develops the notion of search regime as an abstract characterization of dynamic patterns, based on three dimensions: the rate of growth, the degree of internal diversity of science and the associated dynamics (convergent vs. proliferating), and the nature of complementarity. The article offers a conceptual discussion for the (...) argument that new sciences follow a different pattern than established sciences and presents preliminary evidence drawn from original data in particle physics, computer science and nanoscience. (shrink)

It is a common experience of mental life that we come to articulate meanings which we had initially grasped in only a sketchy way. In this paper, I consider how this idea of an initially unarticulated meaning may fit in a general theory of mental representation. I propose to identify unarticulated meanings with what I callspecific concepts, which are quite similar to Rosch's categories of basic objects and are distinct both from images and generic concepts (which come to articulate meanings). (...) I argue that unarticulated meaning is non-representational in an important respect, a claim which relies on a distinction amonglevels of representation. (shrink)

The aim of this article is to enquire into neuroscientific research on memory and relate it to topics of skill, knowledge and consciousness. The article outlines some contemporary theories on procedural and working memory, and discusses what contributions they give to sport science and philosophy of sport. It is argued that memory research gives important insights to the neuronal structures and events involved in knowledge and consciousness contributing to sport skills, but that these explanations are not exhaustive. The article argues (...) that phenomenal consciousness in skills is not explained by the neuroscience of memory, and hence neither are skills. (shrink)

Humans do two types of actions, polimorphic actions and mimeomorphic actions. The ability to carry out polimorphic actions cannot be mastered outside of socialization. Mimeomorphic actions, however, can be learned in other ways; sometimes, they can be learned away from the context of practice. Polimorphic actions cannot be mimicked by machines, but some mimeomorphic actions can. Other mimeomorphic actions are too complex to mechanize. Actions that cannot be mechanized because they are physically complicated should not be confused with actions that (...) cannot be mechanized because socialization is needed to master them. The analysis has implications for recent debates concerning the differences and similarities between humans and machines. The implica tion of the analysis is that much more can be understood about the relationship between humans and machines if the difference is treated as being a consequence of the unique properties of human societies. In this article, the analysis is applied to cardiac catheteriza tion, pacemaker implantation, simulation of bodies, and work in a medical "SkillsLab.". (shrink)

Sociobiology has not been well received in Eastern Europe. Reasons for this are listed and discussed. It is suggested that times are changing and that sociobiology will have more success in the future.

Although most of us know that human beings cannot and should not be replaced by computers, we have great difficulties saying why this is so. This paradox is largely the result of institutionalizing several fundamental misconceptions as to the nature of both trustworthy objective and moral knowledge. Unless we transcend this paradox, we run the increasing risks of becoming very good at counting without being able to say what is worth counting and why. The degree to which this is occurring (...) is the degree to which the computer revolution is already over — and the degree to which we human beings have lost. (shrink)

According to the instrumentalism of Friedman and Machlup it is irrelevant whether the explanatory principles or “assumptions” of a theory satisfy any criterion of “plausibility,” “realism,” “credibility,” or “soundness.” In this view the main or only criterion for selecting theories is whether a theory yields empirically testable implications that turn out to be consistent with observations. All we should require or expect from a theory is that it is a useful instrument for the purpose of prediction. Considerations of the “efficiency” (...) of a theory for the purpose of ordering our experiences are permitted, but considerations of “plausibility” are not. “Explanatory assumptions” are not really explanatory in the sense that they claim to represent underlying causal processes in reality; they only serve to generate, by deduction, implications that are in accordance with as many observations as possible. (shrink)

This paper provides an overview of the origins, vicissitudes, and abandonment of ‘metapsychology’, the psycho-biological scientific core of the Freudian opus, and introduces the authors’ key revisions. Although couched in the language of metaphor and analogy from 19th century physics, the conceptual foundations of Freud’s theories contained the seeds of a bio-semiotic theory of mind and of human nature in the natural world. Its updated, modernized, version opens the door to an inter-penetrative epistemology leading to universal principles of logical form, (...) applicable to all types of vital inter-action. (shrink)

This paper attempts to show that context is normative. Perceiving and acting, speaking and understanding, reasoning and evaluating, judging and deciding, doing and not doing, as accomplished by humans, invariably occur within a context. The context dictates, or at least constrains, the proper accomplishment of the act. One may construe this undisputed fact in a naturalistic way: one can think of the context as a positive given, and of the constraints it creates as constituting a natural fact. Whether the act (...) is carried out in conformity with these constraints is then a mere matter of correct functioning of the cognitive system. However, I argue, this is not the only, nor the more plausible way of considering the matter. The context is not a determinate function of situation and task, nor is the outcome of a task a determinate function of a given context: context choice and contextual constraints are irreducibly normative. The norm they obey is sui generis, and goes under the (disreputable) name of intelligence. (shrink)

The concept of tacit knowledge is widely used in social sciences to refer to all those knowledge that cannot be codified and have to be transferred by personal contacts. All this literature has been affected by two kind of biases : (1) the interest has been focused more on the result (tacit knowledge) than on the process (implicit learning); (2) tacit knowledge has been somehow reduced to physical skills or know-how; other possible forms of tacit knowledge have been neglected. These (...) two biases seem interconnected one with each other. A greater consideration of the role and relevance of implicit learning allows us to consider tacit knowledge as something more than pure physical skills or know how. This is the first step in order to develop more detailed categorisation of the different forms that tacit knowledge can assume. (shrink)

Feminist epistemology has often been understood as the study of feminine "ways of knowing." But feminist epistemology is better understood as the branch of naturalized, social epistemology that studies the various influences of norms and conceptions of gender and gendered interests and experiences on the production of knowledge. This understanding avoids dubious claims about feminine cognitive differences and enables feminist research in various disciplines to pose deep internal critiques of mainstream research.

The research on which the present paper makes a point in aimed at designing a cognitive model of Albert Einstein's discovery that is based on fundamental Einstein's publications and placed, ideally, at a meso-level, between macro-historical and micro-cognitive reconstructions (e.g. protocol analysis). As in a cognitive-historical analysis, we will trace some discovery heuristics in the construction of representations, that are on a continuum with those we employ in ordinary problem solving. Firstly, some theory-specific, reflexive heuristics—named orientative heuristics—are traced: inner perfection, (...) explain-or-assume, explanatory correspondence, and covariance/invariance. Then, other well-known abstractive heuristics as analogical and imagistic reasoning, thought experiment, limiting case analysis (e.g. Nersessian 1992) are shown occurring in Einstein's key-publications. A sketch of a socio-cognitive model for his discovery is then presented following two suggestions: (a) an idea of Van Fraassen about discovery phases, and (b) the Humean distinction between beliefs and ideas. (shrink)

This paper tries to express a critical point of view on the computational turn in philosophy by looking at a specific field of study: philosophy of science. The paper starts by briefly discussing the main contributions that information and communication technologies have given to the rising of computational philosophy of science, and in particular to the cognitive modelling approach. The main question then arises, concerning how computational models can cope with the presence of tacit knowledge in science. Would it be (...) possible to develop new ways of handling this specific type of knowledge, in order to incorporate it in computational models of scientific thinking? Or should tacit knowledge lead us to other approaches in using computer sciences to model scientific cognition? These questions are addressed by making reference to a detailed case study of a recent innovation development in the field of biotechnology. (shrink)

The integration of personalism into business ethics has been recently studied. Research has also been conducted on humanistic management approaches. The conceptual relationship between personalism and humanism , however, has not been fully addressed. This article furthers that research by arguing that a true humanistic management is personalistic. Moreover, it claims that personalism is promising as a sound philosophical foundation for business ethics. Insights from Jacques Maritain’s work are discussed in support of these conclusions. Of particular interest is his distinction (...) between human person and individual based on a realistic metaphysics that, in turn, grounds human dignity and the natural law as the philosophical basis for human rights, personal virtues, and a common good defined in terms of properly human ends. Although Maritain is widely regarded as one of the foremost twentieth century personalist philosophers, his contribution has not been sufficiently considered in the business ethics and humanistic management literature. Important implications of Maritainian personalism for business ethics as philosophical study and as practical professional pursuit are discussed. (shrink)

A prevailing conceptualization of values in organizations regards values as preferable modes of conduct or end-states of existence. Accordingly, values are pursued through prescriptions, actions of implementation and evaluation, based on the presumption that values inform actions. Thus, holding the ‘right’ values leads to desired practice. However, this is a problematic stance, suppressing the fact that correlation between value and action is highly questioned. The article claims that proliferation of values in organizations is more plausible and influential turning the process (...) around, utilizing the ideas of sensemaking, tacit knowledge and virtue in a critical reflection-upon-action model, engaging organizational members as co-researchers of their own value constructions in context. (shrink)

This book argues for the need to put into practice a profound and comprehensive intellectual revolution, affecting to a greater or lesser extent all branches of scientific and technological research, scholarship and education. This intellectual revolution differs, however, from the now familiar kind of scientific revolution described by Kuhn. It does not primarily involve a radical change in what we take to be knowledge about some aspect of the world, a change of paradigm. Rather it involves a radical change in (...) the fundamental, overall intellectual aims and methods of inquiry. At present inquiry is devoted to the enhancement of knowledge. This needs to be transformed into a kind of rational inquiry having as its basic aim to enhance personal and social wisdom. This new kind of inquiry gives intellectual priority to the personal and social problems we encounter in our lives as we strive to realize what is desirable and of value – problems of knowledge and technology being intellectually subordinate and secondary. For this new kind of inquiry, it is what we do and what we are that ultimately matters: our knowledge is but an aspect of our life and being. (shrink)

Le point de vue de Michael Polanyi sur la science peut aider à comprendre le processus et le « produit » de l'analyse du renseignement. Les arguments de Michael Polanyi concernant les activités des scientifiques sont transférables dans le domaine de l'analyse du renseignement, offrant une perspective nuancée pour percevoir les défis épistémologiques et les problèmes auxquels sont confrontés les analystes. Les concepts de « connaissance tacite » et de « connaissance personnelle » de Polanyi contribuent au développement d'une compréhension (...) plus épistémologiquement efficace de certains aspects du processus et du produit de l'analyse du renseignement. DOI: 10.13140/RG.2.2.13346.56008. (shrink)

In this paper, I argue that what counts as the proper function of a trait is a matter of the de facto perspective that the biological system, itself, possesses on what counts as proper functioning for that trait. Unlike non-perspectival accounts, internal perspectivalism does not succumb to generality problems. But unlike external perspectivalism, internal perspectivalism can provide a fully naturalistic, mind-independent grounding of proper function and natural norms. The attribution of perspectives to biological systems is intended to be neither metaphorical (...) nor anthropomorphic: I do not mean to imply that such systems thereby must possess agency, cognition, intentions, concepts, or mental or psychological states. Instead, such systems provide the grounding for norms of performance when they internally enforce their own standard of (i.e., their own perspective on) what constitutes proper functioning or malfunctioning. By operating with a fixed, determinate level of generality, such systems provide the basis for an account of proper function that is immune to generality problems. (shrink)

n this paper I venture to bring out and disclose an element of faith at the heart of the kind of critical inquiry that we encourage and foster in philosophy with children. It is clearly distinct from doubt, the kind of doubt we customarily associate with what makes critical thinking critical, but, properly understood, it grants to doubt and critical reflection essential roles in the process. What I mean by “faith” in this connection may be understood as trust and confidence (...) in the process of thoughtful inquiry. Our coming to recognize the centrality of faith in this sense within philosophy with children may entail some changes in our thinking about where philosophy with children fits into the larger cultural movements of our time and as well about how involvement in philosophy with children bears upon the beliefs and traditions of the sub-cultural backgrounds of children who participate. I should make clear that my perspective is informed by the philosophical insights of Michael Polanyi into what he calls the tacit dimension of all kinds of knowing, even the most rigorous and formal, especially considering knowing as an ongoing process. Polanyi focuses a great deal on what he speaks of as “the fiduciary [i.e., faith] coefficient of our knowing” – indeed, of all explicit propositions we may happen to entertain or hold. He takes as his paradigm of knowing the anticipation of an approaching discovery, whether in the natural sciences or in other areas. I will also relate my discussion to the well-known controversy between W. K. Clifford’s “The Ethics of Belief” and William James’ “The Will to Believe.” I contend that James’ most important point in that controversy has much more to do with general epistemology than philosophy of religion. (shrink)

From the perspective of world philosophy, one phenomenon of the 20th century is quite intriguing. Certain philosophers in China as well as in the West, finding the traditional conception of epistemology too narrow-minded, argued that its scope should be expanded. The Chinese way of expanding epistemology might be called the metaphysical approach, and the Western way the practical approach. In this article, I will first give an outline of both approaches and then try to demonstrate that a substantial dialogue can (...) be created between them. By focusing on the problem of the articulation of what we know, I will make the metaphysical approach and the practical approach engage each other and thus prove to be mutually complementary. (shrink)

In Against the Spiritual Turn: Marxism, Realism and Critical Theory Sean Creaven sets out to reject Christian theism on materialist grounds. This paper critiques Creaven’s argument from a critically realist Trinitarian Christian standpoint. His failure to engage with Christian theologians, philosophers and biblical scholars, on the a priori ground that since Christianity is inherently irrational Christian scholarship must also be inherently irrational, effectively locks his argument in a vicious intellectual circle. His self-imposed alienation from Christian scholarship generates an ideologically driven (...) thesis of questionable academic integrity. This methodological failure is exacerbated by his preference for inductive and deductive reasoning over a critically realistic retroductive epistemology. (shrink)

Unentwegt werden neue technische Produkte gestaltet. Doch was macht die technische Gestaltung aus? Wie lässt sich ihr Gegenstand - (noch) nicht existierende Artefakte - adäquat auf den Begriff bringen? Michael Kuhn begreift technische Ideen vor ihrer Realisierung als Fiktionen. Er bietet eine fiktionstheoretische Rekonstruktion der Gestaltungstätigkeit und entwickelt hieraus eine Ethik der Gestaltung. Der stark interdisziplinäre Zugang zwischen Technikphilosophie und Ingenieurwissenschaften liefert neue Erkenntnisse für beide Fachrichtungen und stellt wertvolle Grundlagen bereit.