The article introduces and defends the Nomological Account of ground, a reductive account of the notion of metaphysical explanation in terms of the laws of metaphysics. The paper presents three desiderata that a theory of ground should meet: it should explain the modal force of ground, the generality of ground, and the interplay between ground and certain mereological notions. The bulk of the paper develops the Nomological Account and argues that it meets the three desiderata. The Nomological (...) Account relies on two central notions: the notion of a ‘law of metaphysics’ and the notion of ‘determination via the laws’. The paper offers the constructional conception of the laws of metaphysics, on which the metaphysical laws are general principles that characterize construction–operations such as composition, constitution, or set-formation. The role of determination in the account is explained and some reductive approaches to the notion are sketched. The case for the Nomological Account presented in this article is also a case for the laws of metaphysics. Since the Nomological Account offers a promising approach to metaphysical explanation we should take the laws of metaphysics seriously. (shrink)

ABSTRACTThe paper examines the relevance of the nomological view of nature to three discussions of tide in the thirteenth century. A nomological conception of nature assumes that the basic explanatory units of natural phenomena are universally binding rules stated in quantitative terms. Robert Grosseteste introduced an account of the tide based on the mechanism of rarefaction and condensation, stimulated by the Moon's rays and their angle of incidence. He considered the Moon's action over the sea an example (...) of the general efficient causality exerted through the universal activity of light or species. Albert the Great posited a plurality of causes which cannot be reduced to a single cause. The connaturality of the Moon and the water is the only principle of explanation which he considered universal. Connaturality, however, renders neither formulation nor quantification possible. While Albert stressed the variety of causes of the tide, Roger Bacon emphasized regularity and reduced the various causes producing tides into forces. He replaced the terminology of ‘natures’ by one of ‘forces’. Force, which in principle can be accurately described and measured, thus becomes a commensurable aspect of a diverse cosmos. When they reasoned why waters return to their place after the tide, Grosseteste argued that waters return in order to prevent a vacuum, Albert claimed that waters ‘follow their own nature’, while Bacon held that the ‘proper force’ of the water prevails over the distant force of the first heaven. I exhibit, for the thirteenth century, moments of the move away from the Aristotelian concerns. The basic elements of these concerns were essences and natures which reflect specific phenomena and did not allow for an image of nature as a unified system. In the new perspective of the thirteenth century the key was a causal link between the position of the Moon and the tide cycle, a link which is universal and still qualitative, yet expressed as susceptible to quantification. (shrink)

Dispositional essentialism, a plausible view about the natures of (sparse or natural) properties, yields a satisfying explanation of the nature of laws also. The resulting necessitarian conception of laws comes in a weaker version, which allows differences between possible worlds as regards which laws hold in those worlds and a stronger version that does not. The main aim of this paper is to articulate what is involved in accepting the stronger version, most especially the consequence that all possible properties (...) exist in all worlds. I also suggest that there is no particularly strong reason for preferring the weaker to the stronger version. For example, Armstrong's instantiation condition on universals entails that according to strong necessitarianism every property is instantiated in all possible worlds. But first we do not need to accept Armstrong's instantiation condition, in part because his arguments for it are forceful only for a contingentist about laws and properties. Secondly, even if we do accept the condition, the consequence that all properties are instantiated is not itself contradictory, so long as any form of necessitarianism holds. Strong necessitarianism is prima facie counter-intuitive. But for that matter so is weak necessitarianism. Accepting either weak or strong necessitarianism requires denying the force of intuition in this area. And indeed we have every reason to deny the force of intuition and its primary source, imagination, concerning modal facts. (shrink)

Factors of a secularized world, among which, alongside with which there is Christian theology, encourage the latter to meet the high intellectual guidelines of the present culture, gain signs of persuasiveness, comprehensiveness, consistency and generally take into account the requirements and norms of common sense. However, trying to reflect reality, moreover, claiming Truth, religion and its ideas arise and function within the limits of subjective and accordingly can not be forced to adjust. This is largely reflected in theology as its (...) reflective presentation. However, not only the religious intellectual, but also any ordinary believer prefers to find in daily routine such arguments that it would undoubtedly point out that his faith is not an illusion that he meets the highest requirements of historical truth. In this sense, the well-known Catholic cleric and theologian Hans Kyung was not mistaken and even exaggerated, when he categorically reiterated: "Where faith is based on illusion, there is not faith, but superstition". (shrink)

The paper explores a deductive-nomological account of metaphysical explanation: some truths metaphysically explain, or ground, another truth just in case the laws of metaphysics determine the latter truth on the basis of the former. I develop and motivate a specific conception of metaphysical laws, on which they are general rules that regulate the existence and features of derivative entities. I propose an analysis of the notion of ‘determination via the laws’, based on a restricted form of logical entailment. (...) I argue that the DN-account of ground can be defended against the well-known objections to the DN-approach to scientific explanation. The goal of the paper is to show that the DN-account of metaphysical explanation is a well-motivated and defensible theory. (shrink)

Penser la démocratie sans demos implique de dénouer le lien solidement établi au XIXe siècle entre les concepts de démocratie et de souveraineté du peuple. A cela, la mondialisation contemporaine ne cesse de nous inciter. Le procès continu de démocratisation de l'Etat moderne a été rendu possible par l'individualisation du sujet de droit, elle-même résultat de la destruction des droits particuliers des sociétés d'Ancien Régime par l'action centralisatrice d'un pouvoir de type territorial. Mais, en s'imposant comme la seule instance garante (...) des droits, l'Etat moderne a aussi nationalisé la citoyenneté. Or, il est certain qu'aujourd'hui l'érosion du monopole juridique et judiciaire de l'Etat s'accompagne d'une multiplication et d'une hétérogénéité croissantes des pouvoirs auxquels les individus peuvent et doivent s'adresser pour obtenir la reconnaissance et la garantie des droits qu'ils revendiquent. Cette situation nous fait obligation de dénationaliser la citoyenneté sans sacrifier pour autant cette forme spécifique de subjectivité politique qu'est l'individu sujet de droits, sans renoncer par conséquent aux ressources émancipatrices dont cette figure du sujet politique a fait la preuve au cours des deux derniers siècles. (shrink)

The search for a nomological account of what determines the content of concepts as they are represented in cognitive systems, is an important part of the general project of explaining intentional phenomena in naturalistic terms. I examine Fodor's "Theory of Content" and criticize his strategy of combining constraints in nomological terms with contraints in terms of actual causal relations. The paper focuses on the problem of the indeterminacy of the content of natural kind concepts. A concept like water (...) can pick out either a phenomenological property or a scientific one. Moreover, even on the assumption that the latter is shown to be most adequate, a given sample will still come out as falling into different natural kinds, according to the taxomomy of each particular science of which it constitutes an object. Both chemistry and physics contain concepts which are scientific counterparts of the common sense concept water, yet their extensions differ. As a criterion for determining the most relevant science for a given concept, I suggest to ask which science is most specific for the typical interactions of the subject possessing the concept, with her environment. The use of this criterion also permits one to show that a nomological theory is not necessarily verificationist, contrary to what has been claimed by Fodor and Boghossian. (shrink)

The article discusses the position of the Australian philosopher David Armstrong on the problem of the ontological status of the laws of nature. Through a clarification of Armstrong’s understanding of naturalism, physicalism, and factualism, the general essence of his metaphysical project is summarized. Then article presents his theory of the laws of nature, which is a kind of nomological realism: his version of the nomolog­ical argument is examined; his general grounds for rejecting the regularity theories, which is classical for (...) the naturalistic approach, are clarified; and the role of abduction in Arm­strong’s theory is demonstrated. The relation of nomic necessity, which is the key concept of his theory, is discussed in detail: its status as a second-order universal is explained; the terms of this relation, namely the types of states of affairs that constitute some special kind of universals, are distinguished; the essence of the nomic connection assumed by this relation is clarified through Armstrong’s theory of causality. Armstrong’s critique of regularity theories of laws of nature and the advantages of his nomological realism over them are discussed: cases where regularity is not law are considered; cases where there are laws that are not related to regularities, and cases where law and regularity seem to coincide, but there is reason to believe that they are different, these are the cases that appear to be most important. Finally, drawing on his own argumentation, the advan­tages of Armstrong’s theory over the best systems approach are justified: the problem of subjectivism and the threat of anti-realism inherent in coherentist approaches are ex­amined; the highly counterintuitive dependence of the existence of some laws on the ex­istence of others is pointed out; and the danger of actual contradictions within our ontol­ogy is demonstrated. (shrink)

This book critically investigates the notion of democracy without demos by unravelling the link that modern history has established between the concepts of democracy and the sovereignty of the people. This task is imposed on us by globalization. The individualization of the subject of rights is the result of the destruction of regimes of special rights of ancient societies by the centralizing action of a territorial power. This individualization, because it implies equality, has created a new form of political subjectivity (...) that has been the driving force of the democratization of democracies during the 19th and 20th centuries. Democracy and subjective rights discusses how asserting itself as the only guarantor of rights, the modern state has also nationalized citizenship. However, the author argues, the legal and judicial monopoly of the nation-state is weakened today by the multiplication and heterogeneity of the powers on which the rights of individuals depend. This situation forces us to denationalize citizenship without sacrificing, however, the specific form of political subjectivity that the individualization of rights has made possible. (shrink)

Three theses about the mind, when conjoined with a certain understanding of lawlike connection, escape the objection that they constitute an epiphenomenalism and so conflict with our conviction of the efficacy of the mental. Certain alternatives to the given picture of the mind, one of them an Identity Theory, are in various respects less defensible. The given picture can be defended against considerations deriving from a contextual conception of the mental, and from an elaborated objection having to do with (...) the holism of the mental. The Identity Theory mentioned above appears to be inconsistent, and a further picture of the mind, with very different presuppositions, has the disability among others that it does not provide for mental efficacy. Also, the presuppositions raise great problems. (shrink)

Théun takes the reader on a journey through the fascinating frontiers of the human psyche as he introduces concepts such as the twenty-one aspects of awareness, the meaning and existence of alternative worlds, as well as the intermediate teachings on stalking. Théun also uses many real-life examples, enabling the reader to experience for him or herself the value and excitement of these teachings. Shifting the focus, stepping into the unknown, and the preliminary steps in learning to align the Sorcerer's World, (...) are but a few of the techniques he explains. The book provides rich insight into the world of warriors and how they gain intellectual freedom, total personal power and spiritual joy. (shrink)

The aim of this paper is a defence of the epistemic adequacy of the concept of creatio ex nihilo and of the position of metaphysical creationism. Three ontological possibilities concerning the world are distinguished: the world exists by itself; the existence of the world is depended upon a being that exists by itself; the existence of the world is a brute fact. On the basis of the intuitions of contingency and rationality the author attempts to refute the possibilities and . (...) Then he considers four positions concerning the relationship between the world and the being from endows it with existence: intentionalism, emanationism, creationism and nomologism. Eventually the author sets for creationism as the position more familiar than other ones. He also tries to resolve the problems formulated by the champions of alternative points of view who argue that the concept of creatio ex nihilo cannot be a part of a rational metaphysical theory. Key words CREATIONISM. (shrink)

I physicalism1 and the weak identity theory deny, while physicalism2 and the radical identity theory assert, that raw feels can be accomodated in a purely physicalistic framework. II A way of interpreting the claim of physicalism1 is that raw feels are emergents. III The doctrine of emergence asserts that: (i) there are different levels of existence, (ii) these levels of existence are distinguishable on the basis of the behaviour of entities of that level, and (iii) an adequate scientific explanation of (...) a lower level is inadequate for a higher level. IV The criteria of emergence are novelty and a priori unpredictability. V Either qualities or laws or both may be regarded as emergents. VI If the alleged impossibility of explaining higher level phenomena on the basis of explanation adequate for lower level phenomena is logical, then the impossibility is either trivial or it implies indeterminism. Consideration of theories of emergence: VII Semantic emergence. On this view emergence is theory-bound, analogous to indefinability or indemonstrability. VIII Methodological emergence. On this view what we regard as emergents depends on the theory we construct. IX Nomological emergence. On this view emergence is an empirical problem. Conclusion: if there are emergents, physicalism2 and the radical identity theory probably have to be abandoned. However, unless actual examples of emergents are produced both theories hold. The logical possibility of falsification is not an objection against physicalism2 and the radical identity theory; it is one of their merits. (shrink)

In the beginning, there was the DN (Deductive Nomological) model of explanation, articulated by Hempel and Oppenheim (1948). According to DN, scientific explanation is subsumption under natural law. Individual events are explained by deducing them from laws together with initial conditions (or boundary conditions), and laws are explained by deriving them from other more fundamental laws, as, for example, the simple pendulum law is derived from Newton's laws of motion.

This thesis aims to develop a psychologically plausible account of concepts by integrating key insights from philosophy (on the metaphysical basis for concept possession) and psychology (on the mechanisms underlying concept acquisition). I adopt an approach known as informational atomism, developed by Jerry Fodor. Informational atomism is the conjunction of two theses: (i) informational semantics, according to which conceptual content is constituted exhaustively by nomological mind–world relations; and (ii) conceptual atomism, according to which (lexical) concepts have no internal structure. (...) I argue that informational semantics needs to be supplemented by allowing content-constitutive rules of inference (“meaning postulates”). This is because the content of one important class of concepts, the logical terms, is not plausibly informational. And since, it is argued, no principled distinction can be drawn between logical concepts and the rest, the problem that this raises is a general one. An immediate difficulty is that Quine’s classic arguments against the analytic/synthetic distinction suggest that there can be no principled basis for distinguishing content-constitutive rules from the rest. I show that this concern can be overcome by taking a psychological approach: there is a fact of the matter as to whether or not a particular inference is governed by a mentally-represented inference rule, albeit one that analytic philosophy does not have the resources to determine. I then consider the implications of this approach for concept acquisition. One mechanism underlying concept acquisition is the development of perceptual detectors for the objects that we encounter. I investigate how this might work, by drawing on recent ideas in ethology on ‘learning instincts’, and recent insights into the neurological basis for perceptual learning. What emerges is a view of concept acquisition as involving a complex interplay between innate constraints and environmental input. This supports Fodor’s recent move away from radical concept nativism: concept acquisition requires innate mechanisms, but does not require that concepts themselves be innate. (shrink)

Even though there is an ineluctable abyss between Analytic and Continental Philosophy, it is not hard to argue that in his later works Ludwig Wittgenstein draws a closer philosophical attitude to the latter in terms of that the notions developed by him, such as language-games, family resemblances, meaning-in-use or rule-following, apart from his earlier nomological approach to language, leave room for various understandings and uncertainty in language. In the present work, my primary task is to concentrate on the close (...) relationship between the Wittgenstein’s notion of family resemblances and Gadamer’s idea of the fusion of horizons. But both philosophers, coincide in criticizing the authority of the Cartesian subject and private language and in allowing different understandings and uncertainty in language. Starting from this point of view, the linguistic turn, I will turn my remarks on the question how we learn color concepts since the structure of these concepts radically differs from the words that are able to subject to ostensive definitions. This last section will also offer a hermeneutical reading of Wittgenstein’s notion of family resemblances. (shrink)

In keeping with other recent efforts, Fodor's CONCEPTS focuses on the metaphysics of conceptual content, bracketing such epistemological questions as, "How can we know the contents of our concepts?" Fodor's metaphysical account of concepts, called "informational atomism," stipulates that the contents of a subject's concepts are fixed by the nomological lockings between the subject and the world. After sketching Fodor's "what else?" argument in support of this view, we offer a number of related criticisms. All point to the same (...) conclusion: Fodor is ultimately not merely bracketing the epistemology of conceptual content; his theory makes answers to the epistemological questions impossible. (shrink)

인간 향상에 찬성하거나 반대하는 여러 논의들은 인간 본성에 관한 나름의 이해를 전제로 한다. 그러나 인간 본성의 개념과 그 쓸모에 관해 심각한 도전이 존재한다. 첫째, 인간에 관해 경험적으로 알려진 사실들과 조화될 수 있는 인간 본성이란 존재하지 않는다는 생각이 팽배하다. 둘째, 그런 인간 본성의 개념이 있다고 하더라도, 인간 향상을 둘러싼 윤리적 논쟁에서 아무런 역할을 하지 않는다는 반론이 존재한다. 본 논문은 인간과학과 양립가능한 인간 본성의 개념이 가능하며, 그것이 규범적 논의에서 일정한 역할을 수행한다고 주장 한다. 이를 위해, 인간 본성에 관한 전통적 입장과 현대적인 대안들을 (...) 검토하고, 여러 대안들 사이의 공통점을 발굴하여 그 개념이 규범적 논의에서 어떻게 기능하는지 살펴본다. (shrink)

An account of distinctively mathematical explanation (DME) should satisfy three desiderata: it should account for the modal import of some DMEs; it should distinguish uses of mathematics in explanation that are distinctively mathematical from those that are not (Baron [2016]); and it should also account for the directionality of DMEs (Craver and Povich [2017]). Baron’s (forthcoming) deductive-mathematical account, because it is modelled on the deductive-nomological account, is unlikely to satisfy these desiderata. I provide a counterfactual account of DME, the (...) Narrow Ontic Counterfactual Account (NOCA), that can satisfy all three desiderata. NOCA appeals to ontic considerations to account for explanatory asymmetry and ground the relevant counterfactuals. NOCA provides a unification of the causal and the non-causal, the ontic and the modal, by identifying a common core that all explanations share and in virtue of which they are explanatory. (shrink)

This article aims to clarify the epistemological foundations of the Freudian energetics model, starting with a historical review of the 19th century scientific context in which Freud's research lay down its roots. Beyond the physiological and anatomical references of Project for a Scientific Psychology, the physiology Freud makes reference to is in reality primarily anchored in an epistemological model derived from physics. Whilst across the Rhine, the autonomy of physiology in relation to physics was far from being accomplished, as a (...) counterpoint, in France, the revolution in physiology driven by Claude Bernard established itself autonomously from physics,. In contrast, Freud's scientific landscape is entirely dominated by the physics elevated to the rank of an ideal science. The influence of Helmholtz, who is both a medical doctor and a physicist, has a determining influence on Freud's training. The discoveries in physics at that time, in particular the formulation of the principle of 'conservation of force' - first principle of thermodynamics - will constitute the points of reference upon which Freud will elaborate his energetics model, then subsequently, the idea of economy in his metapsychology. In this way we can trace both the historic and epistemological path that led Freud from a concept based on physics, and more specifically thermodynamic energy, to an idea of nervous energy that constitutes the basis of the concept of "quantity" as it is stated as 'first fundamental idea' in Project for a Scientific Psychology. This notion will subsequently evolve, and lead Freud to the introduction of the concept of 'psychical energy,' this time in a purely metapsychological sense. (shrink)

Contents Preface General Introduction 1 | Science and Pseudoscience Introduction Karl Popper, Science: Conjectures and Refutations Thomas S. Kuhn, Logic of Discovery or Psychology of Research? Imre Lakatos, Science and Pseudoscience Paul R. Thagard, Why Astrology Is a Pseudoscience Michael Ruse, Creation-Science Is Not Science Larry Laudan, Commentary: Science at the Bar---Causes for Concern Commentary 2 | Rationality, Objectivity, and Values in Science Introduction Thomas S. Kuhn, The Nature and Necessity of Scientific Revolutions Thomas S. Kuhn, Objectivity, Value Judgment, and (...) Theory Choice Ernan McMullin, Rationality and Paradigm Change in Science Larry Laudan, Kuhn’s Critique of Methodology Helen E. Longino, Values and Objectivity Kathleen Okruhlik, Gender and the Biological Sciences Commentary 3 | The Duhem-Quine Thesis and Underdetermination Introduction Pierre Duhem, Physical Theory and Experiment W. V. Quine, Two Dogmas of Empiricism Donald Gillies, The Duhem Thesis and the Quine Thesis Larry Laudan, Demystifying Underdetermination *Colin Howson and Peter Urbach, The Duhem Problem Commentary 4 | Induction, Prediction, and Evidence Introduction Peter Lipton, Induction Karl Popper, The Problem of Induction Wesley C. Salmon, Rational Prediction Carl G. Hempel, Criteria of Confirmation and Acceptability Peter Achinstein, Explanation v. Prediction: Which Carries More Weight? *Nelson Goodman, The New Riddle of Induction Commentary 5 | Confirmation and Relevance: Bayesian Approaches Introduction Wesley C. Salmon, Rationality and Objectivity in Science *Deborah G. Mayo, A Critique of Salmon’s Bayesian Way *Alan Chalmers, The Bayesian Approach Paul Horwich, Therapeutic Bayesianism Commentary 6 | Models of Explanation Introduction Rudolf Carnap, The Value of Laws: Explanation and Prediction Carl G. Hempel, Two Basic Types of Scientific Explanation Carl G. Hempel, The Thesis of Structural Identity Carl G. Hempel, Inductive-Statistical Explanation Peter Railton, A Deductive-Nomological Model of Probabilistic Explanation *Philip Kitcher, Explanatory Unification *James Woodward, The Manipulability Conception of Causal Explanation Commentary 7 | Laws of Nature Introduction A. J. Ayer, What Is a Law of Nature? Fred I. Dretske, Laws of Nature D. H. Mellor, Necessities and Universals in Natural Laws Nancy Cartwright, Do the Laws of Physics State the Facts? Commentary 8 | Intertheoretic Reduction Introduction Ernest Nagel, Issues in the Logic of Reductive Explanations Paul K. Feyerabend, How to Be a Good Empiricist *Jerry A. Fodor, Special Sciences Philip Kitcher, 1953 and All That: A Tale of Two Sciences Commentary 9 | Empiricism and Scientific Realism Introduction Grover Maxwell, The Ontological Status of Theoretical Entities Bas C. van Fraassen, Arguments Concerning Scientific Realism Alan Musgrave, Realism versus Constructive Empiricism Larry Laudan, A Confutation of Convergent Realism *Juha T. Saatsi, On the Pessimistic Induction and Two Fallacies Ian Hacking, Experimentation and Scientific Realism David B. Resnik, Hacking’s Experimental Realism *Martin Carrier, What Is Right with the Miracle Argument Arthur Fine, The Natural Ontological Attitude Alan Musgrave, NOA’s Ark---Fine for Realism Commentary Glossary Bibliography Name Index Subject Index. (shrink)

We show that five important elements of the ‘nomological package’— laws, counterfactuals, chances, dispositions, and counterfactuals—needn’t be a problem for the Growing-Block view. We begin with the framework given in Briggs and Forbes (in The real truth about the unreal future. Oxford studies in metaphysics. Oxford University Press, Oxford, 2012 ), and, taking laws as primitive, we show that the Growing-Block view has the resources to provide an account of possibility, and a natural semantics for non-backtracking causal counterfactuals. We (...) show how objective chances might ground a more fine-grained concept of feasibility, and furnished a places in the structure where causation and dispositions might fit. The Growing-Block view, thus understood, provides the resources to explain the close link between modality and tense, so that it predicts modal change as time passes. This account lets us capture not only what the future might hold for us, and also what might have been. (shrink)

RESUMENSegún un punto de vista muy difundido, y alineado con la concepción nómica de la explicación causal, la biología funcional está sometida a un régimen de heteronomía explicativa en cuyo marco los fenómenos orgánicos deben explicarse causalmente recurriendo a leyes oriundas de la física y la química. En contra de esa perspectiva, la concepción experimental de la causación permite entender la naturaleza de muchas explicaciones biológicas que, sin hacer referencia a leyes causales - físicas, químicas o de cualquier otra naturaleza (...) - se legitiman por el hecho de ponernos en condiciones de controlar experimentalmente fenómenos relativos al funcionamiento y a la constitución de los organismos. Esas explicaciones suponen invariantes locales que muchas veces, pero no necesariamente, podrán llegar a ser caracterizados como instancias de leyes físico-químicas. ABSTRACTIn accordance with a widespread point of view, aligned with the nomological conception of causal explanation, Functional Biology is subjected to a regime of explanatory heteronomy under which, organic phenomena should be causally explained by using laws of Physics and Chemistry. Against this perspective, the experimental conception of causation allows us to understand the nature of many biological explanations that, without make any reference to causal laws - physical, chemical or of other nature - are legitimized because they permit the experimental control of phenomena that have to do with the functioning and development of organisms. These explanations involve local invariants that often, but not necessarily, may be characterized as instances of physical and chemical laws. (shrink)

In a recent paper, Erasmus et al. (2021) defend the idea that the ambiguity of the term “explanation” in explainable AI (XAI) can be solved by adopting any of four different extant accounts of explanation in the philosophy of science: the Deductive Nomological, Inductive Statistical, Causal Mechanical, and New Mechanist models. In this chapter, I show that the authors’ claim that these accounts can be applied to deep neural networks as they would to any natural phenomenon is mistaken. I (...) also provide a more general argument as to why the notion of explainability as it is currently used in the XAI literature bears little resemblance to the traditional concept of scientific explanation. It would be more fruitful to use the label “understandable AI” to avoid the confusion that surrounds the goal and purposes of XAI. In the second half of the chapter, I argue for a pragmatic conception of understanding that is better suited to play the central role attributed to explanation in XAI. Following De Regt (2017) and Kuorikoski and Ylikoski (2015), the conditions of satisfaction for understanding an ML system are fleshed out in terms of an agent’s success in using the system. (shrink)

In this article, I explore the compatibility of inference to the best explanation (IBE) with several influential models and accounts of scientific explanation. First, I explore the different conceptions of IBE and limit my discussion to two: the heuristic conception and the objective Bayesian conception. Next, I discuss five models of scientific explanation with regard to each model’s compatibility with IBE. I argue that Kitcher’s unificationist account supports IBE; Railton’s deductive–nomological–probabilistic model, Salmon’s statistical-relevance model, and van Fraassen’s (...) erotetic account are incompatible with IBE; and Salmon’s causal–mechanical model is merely consistent with IBE. In short, many influential models of scientific explanation do not support IBE. I end by outlining three possible conclusions to draw: (1) either philosophers of science or defenders of IBE have seriously misconstrued the concept of explanation, (2) philosophers of science and defenders of IBE do not use the term ‘explanation’ univocally, and (3) the ampliative conception of IBE, which is compatible with any model of scientific explanation, deserves a closer look. (shrink)

Stimulating, thought-provoking text by one of the 20th centurys most creative philosophers clearly and discerningly makes accessible such topics as probability, measurement and quantitative language, structure of space, causality and determinism, theoretical laws and concepts and much more. "...the best book available for the intelligent reader who wants to gain some insight into the nature of contemporary philosophy of science."Choice.

In this special issue, we are fortunate to be able to publish a series of papers on Harald Wohlrapp's The Concept of Argument, preceded by Wohlrapp’s own précis of his book.

This chapter contains sections titled: A Systematic Look at Laws in History and Nature The History of the “Laws of History” Current Problems and Debates in History and Neighboring Disciplines References Further Reading.

This paper replies to criticisms of the author's accounts of intending ("journal of philosophy", 1973), wanting ("philosophical studies", 1973), and common-sense explanations of intentional actions; and it extends the nomological theory of intentional action developed in those and other articles. the paper argues, negatively, that theoretical construct accounts of intentional concepts do not entail implausible views of self-knowledge, nor assimilate reasons to mechanical causes; and, positively, that both the way in which reasons render intelligible the actions they explain and (...) the apparently non-contingent relation certain reasons bear to the actions they explain can be accommodated by a sound nomological theory of intentional action. (shrink)

I explain why the compositionalist conception of ordinary objects prevalent in contemporary metaphysics places the manifest image of the human self in a precarious position: the two theoretically simplest views of the existence of composites each jeopardize some central element of the manifest image. I present an alternative, nomological conception of ordinary objects, which secures the manifest image of the human self without the arbitrariness that afflicts compositionalist attempts to do the same. I close by sketching the (...) consequences of the recommended position for the traditional personal identity debate about the nature and persistence of human selves. (shrink)

In this paper, I critically evaluate several related, provocative claims made by proponents of data-intensive science and “Big Data” which bear on scientific methodology, especially the claim that scientists will soon no longer have any use for familiar concepts like causation and explanation. After introducing the issue, in Section 2, I elaborate on the alleged changes to scientific method that feature prominently in discussions of Big Data. In Section 3, I argue that these methodological claims are in tension with a (...) prominent account of scientific method, often called “Inference to the Best Explanation”. Later on, in Section 3, I consider an argument against IBE that will be congenial to proponents of Big Data, namely, the argument due to Roche and Sober Analysis, 73:659–668, that “explanatoriness is evidentially irrelevant.” This argument is based on Bayesianism, one of the most prominent general accounts of theory-confirmation. In Section 4, I consider some extant responses to this argument, especially that of Climenhaga Philosophy of Science, 84:359–368,. In Section 5, I argue that Roche and Sober’s argument does not show that explanatory reasoning is dispensable. In Section 6, I argue that there is good reason to think explanatory reasoning will continue to prove indispensable in scientific practice. Drawing on Cicero’s oft-neglected De Divinatione, I formulate what I call the “Ciceronian Causal-nomological Requirement”, which states, roughly, that causal-nomological knowledge is essential for relying on correlations in predictive inference. I defend a version of the CCR by appealing to the challenge of “spurious correlations,” chance correlations which we should not rely upon for predictive inference. In Section 7, I offer some concluding remarks. (shrink)

According to the Nomological Argument, observed regularities in nature are best explained by an appeal to a supernatural being. A successful explanation must avoid two perils. Some explanations provide too little structure, predicting a universe without regularities. Others provide too much structure, thereby precluding an explanation of certain types of lawlike regularities featured in modern scientific theories. We argue that an explanation based in the creative, intentional action of a supernatural being avoids these two perils whereas leading competitors do (...) not. Although our argument falls short of a full defense, it does suggest that the Nomological Argument is worthy of philosophical attention. (shrink)

Almost everyone agrees, under some interpretation, that a world is nomologically accessible if and only if it obeys the laws of the base world. This surface agreement, however, has led many to attach little importance to different interpretations, thereby conflating two distinct concepts of nomological accessibility. According to the Shared Law Account (hereafter SL), a target world is nomologically accessible from the base world if, and only if, all and only the laws of the base world are laws at (...) the target world. The Compossible Events Account (hereafiter CE) holds that a target world is nomologically accessible from the base world if, and only if, all events of the target world are compossible with the laws of the base world. After demonstrating that these accounts are distinct, I shall show that the distinction matters. Not only is the correct modal system for nomic necessity determined by which characterizes accessibility, but some arguments against Humean supenfenience depend upon SL. In the final section I show that CE is the correct interpretation. (shrink)