Not all scientific explanations work by describing causal connections between events or the world's overall causal structure. In addition, mathematicians regard some proofs as explaining why the theorems being proved do in fact hold. This book proposes new philosophical accounts of many kinds of non-causal explanations in science and mathematics.

Many philosophers argue that explanatoriness plays no special role in confirmation – that “inference to the best explanation” (IBE) incorrectly demands giving hypotheses extra credit for their potential explanatory qualities beyond the credit they already deserve for their predictive successes. This paper argues against one common strategy for responding to this thought – that is, for trying to fit IBE within a Bayesian framework. That strategy argues that a hypothesis’ explanatory quality (its “loveliness”) contributes either to its prior probability or (...) to its likelihood. This paper argues that this strategy fails because it must give different treatments to two hypotheses that are unlovely for the very same reason. The strategy therefore loses the insight into scientific reasoning that its reconstruction in terms of IBE is supposed to provide. The paper then provides a Bayesian account of the confirmatory role of explanatoriness that represents explanatory quality as having an impact in the same place for two hypotheses that are unlovely for the very same reason. This approach works by “putting explanation back into IBE” – that is, by invoking hypotheses that refer explicitly to scientific explanation and by invoking the agent's background opinions regarding the kind of explanation that the evidence is liable to have. On this approach, there is no list of “explanatory virtues” the possession of which always helps to make an explanation better. Rather, for different facts, there are different characteristics that our background knowledge of other explanations gives us some reason to expect the given fact's explanation to possess. (shrink)

Explanation in mathematics has recently attracted increased attention from philosophers. The central issue is taken to be how to distinguish between two types of mathematical proofs: those that explain why what they prove is true and those that merely prove theorems without explaining why they are true. This way of framing the issue neglects the possibility of mathematical explanations that are not proofs at all. This paper addresses what it would take for a non-proof to explain. The paper focuses on (...) a particular example of an explanatory non-proof: an argument that mathematicians regard as explaining why a given theorem holds regarding the derivative of an infinite sum of differentiable functions. The paper contrasts this explanatory non-proof with various non-explanatory proofs of the same theorem. The paper offers an account of what makes the given non-proof explanatory. This account is motivated by investigating the difficulties that arise when we try to extend Mark Steiner’s influential account of explanatory proofs to cover this explanatory non-proof. (shrink)

Philosophy and Phenomenological Research, Volume 99, Issue 3, Page 714-719, November 2019.

This paper examines some recent attempts that use counterfactuals to understand the asymmetry of non-causal scientific explanations. These attempts recognize that even when there is explanatory asymmetry, there may be symmetry in counterfactual dependence. Therefore, something more than mere counterfactual dependence is needed to account for explanatory asymmetry. Whether that further ingredient, even if applicable to causal explanation, can fit non-causal explanation is the challenge that explanatory asymmetry poses for counterfactual accounts of non-causal explanation. This paper argues that several recent (...) accounts Explanation beyond causation: philosophical perspectives on non-causal explanations, Oxford University Press, Oxford, pp 117–140, 2018; Jansson and Saatsi in Br J Philos Sci, forthcoming; Jansson in J Philos 112:7–599, 2015; Saatsi and Pexton in Philos Sci 80: 613–624, 2013; French and Saatsi, in: Reutlinger and Saatsi Explanation beyond causation: philosophical perspectives on non-causal explanations, Oxford University Press, Oxford, pp 185–205, 2018) fail to meet this challenge. The paper then sketches a more positive proposal for dealing with explanatory asymmetry in non-causal explanations. (shrink)

This paper is concerned with the problem of self‐identification in the domain of action. We claim that this problem can arise not just for the self as object, but also for the self as subject in the ascription of agency. We discuss and evaluate some proposals concerning the mechanisms involved in self‐identification and in agency‐ascription, and their possible impairments in pathological cases. We argue in favor of a simulation hypothesis that claims that actions, whether overt or covert, are centrally simulated (...) by the neural network, and that this simulation provides the basis for action recognition and attribution. (shrink)

Humean accounts of natural law have long been charged with being unable to account for the laws’ explanatory power in science. One form of this objection is to charge Humean accounts with explanatory circularity: a fact in the Humean mosaic helps to explain why some regularity is a law (first premise), but that law, in turn, helps to explain why that mosaic fact holds (second premise). To this objection, Humeans have replied that the explanation in the first premise is metaphysical (...) whereas the explanation in the second premise is scientific, so (since these two varieties of explanation operate very differently) the two explanations cannot be chained together to yield explanatory circularity. This paper presents a new circularity argument that avoids this objection because both explanations in the premises are metaphysical. The new circularity argument also avoids the objection that the contrasts at the point where the two explanations are chained together fail to line up properly. The upshot is to leave the Humean account of law with two unattractive options: to regard scientific explanation under natural law as not constituting genuine explanation at all or to regard the Humean account as involving a vicious explanatory circularity. (shrink)

This paper explores the nature of the relationship between corporate social responsibility (CSR) and competitiveness. We start with the commonly held view that firm competitiveness is defined by the market. That is, the question of what are the critical competitiveness factors is answered by looking at how companies and financial analysts describe and evaluate a firm. To analyze this, we review the current state of the art on the relationship between CSR and competitiveness. Second, CSR criteria used by financial analysts (...) is identified and compared with company valuation methods. Third, the results of a multi-stakeholder dialogue on CSR and competitiveness of the European financial sector are presented. As a conclusion, we argue that CSR and competitiveness relate through a learning and innovation cycle, where corporate values, policies and practices are permanently defined and re-defined. Thus, we propose that learning takes place as CSR is embedded in business processes, and that once it has been integrated, in turn, it generates innovative practices, and finally, competitiveness. At the end of the paper, we propose that CSR in practice consists of managing inherent paradoxes generated by the tension between CSR and business policies. (shrink)

. A typical textbook explanation of a rocket’s motion when its engine is fired appeals to momentum conservation: the rocket accelerates forward because its exhaust accelerates rearward and the system’s momentum must be conserved. This paper examines how this explanation works, considering three challenges it faces. First, the explanation does not proceed by describing the forces causing the rocket’s motion. Second, the rocket’s motion has a causal-mechanical explanation involving those forces. Third, if momentum conservation and the rearward motion of the (...) rocket’s exhaust explain why the rocket accelerates forward, then presumably momentum conservation and the rocket’s forward motion likewise explain why the rocket emits exhaust rearward. Explanatory circularity threatens to follow from this pair of explanations. This paper examines how the conservation-law explanation works and how it is compatible with the causal-mechanical explanation. The paper argues that these two explanations do not explain precisely the same fact relative to the same contrast class. The paper interprets the two conservation-law explanations as non-causal and argues that they yield no explanatory circularity. (shrink)

Australia’s experience of the COVID-19 pandemic has been widely perceived to have been a successful one, based on the relatively few number of lives lost to the virus compared to the rest of the world. There remain, nonetheless, serious ethical challenges at the heart of the Australian response to COVID-19. The broadly positive outcomes of Australia’s pandemic response mask more troubling developments within its political culture, and the costs it has imposed on its society. This article examines two concerns in (...) particular: the normalisation of fear and emergency through the language and policy responses adopted by governments, and the significant diminution of individual freedoms and human rights. (shrink)

The heart of the matter -- The evolution of the French medicine -- Coping with physicians' conflicts of interest in France -- The rise of a protected medical market : the United States before 1950 -- The commercial transformation : the United States, 1950-1980 -- The logic of medical markets : the United States, 1980 to the present -- Coping with physicians' conflicts of interest in the United States -- The evolution of Japanese medicine -- Coping with physicians' conflicts of (...) interest in Japan -- Reforms -- Professionalism reconsidered. (shrink)

This paper concerns the relation between a proof’s beauty and its explanatory power – that is, its capacity to go beyond proving a given theorem to explaining why that theorem holds. Explanatory power and beauty are among the many virtues that mathematicians value and seek in various proofs, and it is important to come to a better understanding of the relations among these virtues. Mathematical practice has long recognized that certain proofs but not others have explanatory power, and this paper (...) offers an account of what makes a proof explanatory. This account is motivated by a wide range of examples drawn from mathematical practice, and the account proposed here is compared to other accounts in the literature. The concept of a proof that explains is closely intertwined with other important concepts, such as a brute force proof, a mathematical coincidence, unification in mathematics, and natural properties. Ultimately, this paper concludes that the features of a proof that would contribute to its explanatory power would also contribute to its beauty, but that these two virtues are not the same; a beautiful proof need not be explanatory. (shrink)

According to Lange,?Really Statistical explanations? constitute an important kind of non-causalscientific explanation. However, Roski has argued that all alleged RS explanations are either causalexplanations or not explanations at all. In so arguing, Roski has invoked Kahneman?s interpretation of onealleged RS explanation. I employ Roski?s arguments as an opportunity to elaborate and defend RS explanations. Iargue that?RS explanations? genuinely explain rather than deny the presuppositions of why-questions. I argue thatthe RS model is not excessively permissive in allowing some explanations to work (...) purely statistically rather than bydescribing causal relations. I argue that Roski?s view that some?RS explanations? operate by describing causalrelations fails to capture the kind of explanatory insight that RS explanations provide. I elaborate the notion of a?characteristically statistical phenomenon? that figures in the RS model and thereby explain how an RS explanationreveals that its explanandum is independent of any causal facts or specific chances, but rather depends only on ageneric sort of arrangement of chances. Finally, I argue that Roski misinterprets Kahneman, who actually holds thatthe explanation he discusses is a non-causal explanation that nicely fits the RS model. RS explanations constitutean important kind of non-causal scientific explanation. (shrink)

It has frequently been argued recently that Jeffrey Conditionalization (JC) does not permit undermining. For JC to be inapplicable in cases where the evidence could be undermined would severely compromise JC’s range. However, this paper contends that the argument fails to show that JC cannot accommodate undermining. This response turns on using the proper partition to capture the direct impact of our evidence in redistributing our credences.

Through the 1960s, many people claimed that drug advertising was educational and physicians often relied on it. Continuing Medical Education (CME) was developed to provide an alternative. However, because CME relied on grants, industry funders chose the subjects offered. Now policymakers worry that drug firms support CME to promote sales and that commercial support biases prescribing and fosters inappropriate drug use. A historical review reveals parallel problems between advertising and industry-funded CME. To preclude industry influence and improve CME, we should (...) ensure independent funding by taxing medical industries, facilities and physicians. Independent public and professional authorities should create CME curricula. An independent agency should allocate all funds to educational institutions for approved curricula. (shrink)

Au tournant du XIXe et du XXe siècle, l'ordre de la pensée, du savoir et des représentations a été ébranlé par la sociologie naissante. L'image de l'homme, de l'existence humaine, s'en est trouvée profondément bouleversée. Cette révolution sans morts ni barricades a en revanche fait de nombreuses victimes, à commencer par la philosophie. Face à l'idée d'une autonomie et d'une singularité irréductible des faits sociaux, parachevant le développement d'approches objectivistes de l'esprit humain, la philosophie s'est retrouvée acculée, sommée de se (...) redéfinir et d'abandonner à la sociologie, au moins provisoirement, les terrains de la morale et des conditions de possibilité de la connaissance. Avec Max Weber, Georg Simmel et Ferdinand Ttennies en Allemagne, Émile Durkheim et surtout Gabriel Tarde en France, la sociologie consacra, tout d'abord, le principe d'une pluralité de déterminations historiques et objectives pesant sur l'existence humaine. Elle ratifia, ensuite, l'avènement d'une conception nouvelle de la construction théorique, respectueuse de la complexité et de la force contraignante des faits ainsi que de la nature 'sociale' des catégories de pensée et des pratiques de production et de transmission des connaissances. Une grande partie de la philosophie du XXe siècle peut être lue comme une réponse à cette révolution cognitive. C'est ainsi que Henri Bergson, Georges Canguilhem, Martin Heidegger, William James, Karl Jaspers, Maurice Merleau-Ponty ou encore Bertrand Russell sont soumis, ici, à une grille d'analyse inédite. Un ouvrage aussi documenté qu'audacieux, qui offre la première histoire croisée de la sociologie et de la philosophie."--Page 4 of cover. (shrink)

What is the purpose of political theoretical endeavour and what methods should the early 21st-century political theorist employ? These questions – which touch on issues which go to the very heart of the vocation of political theory – have become increasingly contentious in recent years. The period since the late 1980s has been one in which theorists have increasingly disagreed not only about conventional matters of normative contention but also about the means by which to seek to resolve them. This (...) article examines a central tension that has characterized that general methodological disagreement, namely the place of empirical inquiry within the repertoire of the professional political theorist. Having carefully examined the contentions of an eclectic range of contributors to the debate, including G.A. Cohen, Alasdair MacIntyre and David Miller, this article argues that efforts either wholly to separate empirical investigation from normative enquiry or to bind the two ever-closer together are fraught with difficulties. It concludes by contending that political theorists ought to take aspects of the empirical political and social sciences extremely seriously while avoiding the temptation to have their normative agenda dictated to them by the contingent pressures of the here and now. (shrink)

This paper delves into the striking parallels between the linguistic patterns of Large Language Models (LLMs) and the concepts of psychosis in Lacanian psychoanalysis. Lacanian theory, with its focus on the formal and logical underpinnings of psychosis, provides a compelling lens to juxtapose human cognition and AI mechanisms. LLMs, such as GPT-4, appear to replicate the intricate metaphorical and metonymical frameworks inherent in human language. Although grounded in mathematical logic and probabilistic analysis, the outputs of LLMs echo the nuanced linguistic (...) associations found in metaphor and metonymy, suggesting a mirroring of human linguistic structures. A pivotal point in this discourse is the exploration of “absolute metaphors”—core gaps in reasoning discernible in both AI models and human thought processes and central to the Lacanian conceptualization of psychosis. Despite the traditional divide between AI research and continental philosophy, this analysis embarks on an innovative journey, utilizing Lacanian philosophy to unravel the logic of AI, using concepts established in the continental discourse on logic, rather than the analytical tradition. (shrink)

Intentions and emotions arise together, and emotions compel us to pursue goals. However, it is not clear when emotions become objects of awareness, how emotional awareness changes with goal pursuit, or how psychological and neural processes mediate such change. We first review a psychological model of emotional episodes and propose that goal obstruction extends the duration of these episodes while increasing cognitive complexity and emotional intensity. We suggest that attention is initially focused on action plans and their obstruction, and only (...) when this obstruction persists does focal attention come to include emotional states themselves. We then model the self-organization of neural activities that hypothetically underlie the evolution of an emotional episode. Phases of emotional awareness are argued to parallel phases of synchronization across neural systems. We suggest that prefrontal activities greatly extend intentional states while focal attention integrates emotional awareness and goal pursuit in a comprehensive sense of the self in the world. (shrink)

Several philosophers have argued that ‘constraints’ constrain (and thereby explain) by virtue of being modally stronger than ordinary laws of nature. In this way, a constraint applies to all possible systems, for a variety of possibility that is broader (that is, more inclusive) than the variety we employ when we say that the ordinary laws of nature apply to all physically possible systems. Explanations by constraint are thus more broadly unifying than ordinary causal explanations. Philosophical examples of good candidates for (...) constraints have heretofore been drawn almost exclusively from fundamental physics. This paper argues for the existence of such constraints (even multiple levels of them) in at least one human science (linguistics), not just in physics. (shrink)

This chapter presents arguments positing that there is an important sense in which it takes more than all of the actual kinds to make a world, contrary to the popular saying that goes “it takes all kinds to make a world.” In a variety of ways, the various species of elementary particles are ideal cases of natural kinds since each belongs to exactly one of these natural kinds and it essentially belongs to that kind. There exists perfect uniformities within each (...) species and sharp distinctions between the species with respect to certain properties. Some of these properties are essential and suffice to give necessary and adequate conditions for species-membership, while others derive from the fundamental properties via exceptionless uniformities with no ceteris paribus escape clauses. (shrink)

Although I reject neuronormativity -- an idea central to the Brain Disease Model of Addiction -- Henden and Gjelsvik argue that the disease definition might refer to normativity in nonneural domains. They profess that a cognitive dysfunction, or a mismatch of evolutionary intentions, could also qualify as norm violations, thus legitimizing the disease label. The need for dividing lines is questioned as well. I rebut these criticisms in turn, but I must admit they are thought provoking.

Wakefield doesn't mind my focus on parallels between addiction and love. But love can fall outside the bounds of what evolution intended. So, he claims, comparing addiction with love does not preclude a naturally defined "disorder." I counter with the argument that evolution handed us such highly general response systems, the bounds of normality cannot be defined.

Some philosophers argue that, because it is subject to twinning and fusion, the early human embryo cannot hold strong moral standing. Supposedly, the fact that an early human embryo can twin or fuse with another embryo entails that it is not a distinct individual, thus precluding it from holding any level of moral standing. I argue that appeals to twinning and fusion fail to show that the early human embryo is not a distinct individual and that these appeals do not (...) provide us with plausible reasons for denying the strong moral standing of the early human embryo. I recognize one possible exception to this general assessment, a particular version of the appeal to fusion. Embryo fusion that results in tetragametic chimerism provides some reason for doubting the early human embryo's moral standing. But twinning and fusion are otherwise irrelevant in this context. (shrink)

Whereas classic work in judgment and decision making has focused on the deviation of intuition from rationality, more recent research has focused on the performance of intuition in real-world environments. Borrowing from both approaches, we investigate to which extent competing models of intuitive probabilistic decision making overlap with choices according to the axioms of probability theory and how accurate those models can be expected to perform in real-world environments. Specifically, we assessed to which extent heuristics, models implementing weighted additive information (...) integration (WADD), and the parallel constraint satisfaction (PCS) network model approximate the Bayesian solution and how often they lead to correct decisions in a probabilistic decision task. PCS and WADD outperform simple heuristics on both criteria with an approximation of 88.8% and a performance of 73.7%. Results are discussed in the light of selection of intuitive processes by reinforcement learning. (shrink)

ABSTRACT This article considers the two most important German online editions of Nietzsche's works, Nietzsche Source and Nietzsche Online, from a user's perspective. After a description of the print editions on which they are based, an assessment is made of their completeness, their textual reliability, the usefulness of their navigation menus and the usefulness of their search functions. The article finds that there are noteworthy differences in completeness and reliability, that the accessibility of the posthumous notes could be improved in (...) both cases, and that Nietzsche Source has a better search function than Nietzsche Online. The ideal online edition would be an augmented mixture of both editions. (shrink)