We are sceptical of concerns over the opacity of algorithmic decision tools. While transparency and explainability are certainly important desiderata in algorithmic governance, we worry that automated decision-making is being held to an unrealistically high standard, possibly owing to an unrealistically high estimate of the degree of transparency attainable from human decision-makers. In this paper, we review evidence demonstrating that much human decision-making is fraught with transparency problems, show in what respects AI fares little worse or better and argue that (...) at least some regulatory proposals for explainable AI could end up setting the bar higher than is necessary or indeed helpful. The demands of practical reason require the justification of action to be pitched at the level of practical reason. Decision tools that support or supplant practical reasoning should not be expected to aim higher than this. We cast this desideratum in terms of Daniel Dennett’s theory of the “intentional stance” and argue that since the justification of action for human purposes takes the form of intentional stance explanation, the justification of algorithmic decisions should take the same form. In practice, this means that the sorts of explanations for algorithmic decisions that are analogous to intentional stance explanations should be preferred over ones that aim at the architectural innards of a decision tool. (shrink)

The purpose of this book is to give a coherent account of the different perspectives on science and technology that are normally studied under various disciplinary heads such as philosophy of science, sociology of science and science policy. It is intended for students embarking on courses in these subjects and assumes no special knowledge of any science. It is written in a direct and simple style, and technical language is introduced very sparingly. As various perspectives are sketched out in this (...) book, the reader moves towards a consistent conception of contemporary science as a rapidly changing social institution that has already grown out of its traditional forms and plays a central role in society at large. It will appeal to students in a wide range of scientific disciplines and complement well Professor Ziman's earlier books. (shrink)

Kant’s philosophy of science takes on sharp contour in terms of his interaction with the practicing life scientists of his day, particularly Johann Blumenbach and the latter’s student, Christoph Girtanner, who in 1796 attempted to synthesize the ideas of Kant and Blumenbach. Indeed, Kant’s engagement with the life sciences played a far more substantial role in his transcendental philosophy than has been recognized hitherto. The theory of epigenesis, especially in light of Kant’s famous analogy in the first Critique, posed crucial (...) questions regarding the ‘looseness of fit’ between the constitutive and the regulative in Kant’s theory of empirical law. A detailed examination of Kant’s struggle with epigenesis between 1784 and 1790 demonstrates his grave reservations about its hylozoist implications, leading to his even stronger insistence on the discrimination of constitutive from regulative uses of reason. The continuing relevance of these issues for Kant’s philosophy of science is clear from the work of Buchdahl and its contemporary reception. (shrink)

The danger of human operators devolving responsibility to machines and failing to detect cases where they fail has been recognised for many years by industrial psychologists and engineers studying the human operators of complex machines. We call it “the control problem”, understood as the tendency of the human within a human–machine control loop to become complacent, over-reliant or unduly diffident when faced with the outputs of a reliable autonomous system. While the control problem has been investigated for some time, up (...) to this point its manifestation in machine learning contexts has not received serious attention. This paper aims to fill that gap. We argue that, except in certain special circumstances, algorithmic decision tools should not be used in high-stakes or safety-critical decisions unless the systems concerned are significantly “better than human” in the relevant domain or subdomain of decision-making. More concretely, we recommend three strategies to address the control problem, the most promising of which involves a complementary coupling between highly proficient algorithmic tools and human agents working alongside one another. We also identify six key principles which all such human–machine systems should reflect in their design. These can serve as a framework both for assessing the viability of any such human–machine system as well as guiding the design and implementation of such systems generally. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Philosophy after ChristJohn O'CallaghanConsider the words of Justin Martyr written in the middle of the second century after the birth of Christ and after Justin's conversion to Christianity:Philosophy is indeed one's greatest possession, and is most precious in the sight of God, to whom it alone leads us and to whom it unites us, and in truth they who have applied themselves to philosophy are holy men.1In addition to (...) the praise heaped upon the philosophers, among whom Justin had counted himself before his conversion,2 the text is one of the earliest pieces of evidence for the historical reality of Christian intellectual engagement with pagan or secular philosophy. Whether that engagement proved spiritually fruitful or sterile in any particular age or any particular tradition of philosophy, Christian intellectuals have often sought out engagement with philosophy as an inherent task of the intellectual life of the Church, in order to pursue and develop the understanding of Christian revelation and the mode of life informed by it. One lasting result of the impetus represented by Justin is to be found even now in the normative requirement in Catholic education that, at a certain stage of development, anyone who receives a [End Page 49] serious Catholic education must be introduced to serious philosophical reflection on where we came from, what we are, and where we are born to go.In addition, one of the general points John Henry Newman made in The Idea of a University is that the human mind looks for unity in the diversity of intellectual disciplines it pursues. In search of this unity, it seeks a kind of primary discipline that takes into account the truths discovered throughout the other disciplines as it seeks to understand what it can of the whole of reality, not just its parts. But Newman also pointed out that, in the absence of such a unifying discipline, practitioners of each particular discipline will often claim for their particular discipline the prize of being primary—of being the discipline by which all others must be understood and judged.3Take classical and modern physics. A familiar claim of some physicists, but even more so of non-physicist physicalists, is that physics is the fundamental intellectual discipline for understanding what is real. All reality, living reality, historical reality, moral reality, indeed perhaps even literary reality, must be reduced to reality as described by the physicists or rejected as unreal or epiphenomenal, or in a kinder, gentler vein, non-reductively emergent and supervenient. Whichever position is taken, whether reduction, non-reductive emergence, or epiphenomenalism, the thought is that the real work of the really real is done by reality as described by physics, either in its actual contemporary state or, more likely, in an idealized future state always on the horizon of where physics presently is. We are really atoms spinning ceaselessly in the void, mostly empty space, the warp and woof of a four-dimensional space-time manifold, or congeries of strings in an even more bizarre thirteen-dimensional manifold, or whatever was said most recently to surpass what was said before that by the leading physicists in California or Cambridge.However, anyone who has actually practiced physics knows that, even when uttered by a physicist, these are not claims of physics, but about physics. What prompts them is the sense that there is no intellectual discipline other than contemporary physics itself that can both understand the achievements of physics and integrate them into a larger intellectual comprehension of reality as a whole. These claims about physics nicely display Newman's point about the way in which a particular discipline, in the absence of a larger more comprehensive discipline, can take on an importance for its practitioners well beyond its disciplinary limits. [End Page 50]In the case of physics, if a more comprehensive unifying discipline is not to be found, this attitude is not entirely unjustified, for Newman's point is partly Aristotelian. Aristotle had pointed out that, if one cannot show that unchangeable, and thus non-physical beings, exist, then what Aristotle called "first philosophy" would just be physics as he understood it, the science of... (shrink)

The imagery we adopt when recalling the personal past may involve different perspectives. In many cases, we remember the past event from our original point of view. In some cases, however, we remember the past event from an external “observer” perspective and view ourselves in the remembered scene. Are such observer perspective images genuine memories? Are they accurate representations of the personal past? This chapter focuses on such observer perspectives in memory, and outlines and examines proposals about the nature of (...) such imagery. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Are There Failed Persons?John O'CallaghanIntroductionAre there failed persons? Yes. However, before explaining what a failed person is, it will be good to consider closely a very significant part of our society to get a sense of what it thinks a failed person is, since my account of what a failed person is is markedly different. It is important to think about the question of failed persons because there (...) are growing movements here and abroad aimed at killing by medical means human beings who are judged in some sense to be failed persons, human beings who do not count as persons according to a common societal notion of persons, a social-psychological notion of persons.The question for anyone who lives within this society with its notion of failed persons is whether one will take part in and support this movement toward killing human beings or avoid it, indeed whether one will push back against it. It is easy enough to fall into a trap of thinking about failed persons the way much of our society does. One's complicity in adopting the social-psychological notion of person contributes to enabling the acceptance of such killing, even if one believes one would never perform the killing act. My effort here is precisely to push back against such killing, by pushing back against the notion of persons that animates it.The killing of human beings by our society is not simply confined to abortion, as it has been legally and widely available here in the United States for almost fifty years now. Recent political discussions in the wake of the Dobbs decision have made it clear that many political leaders think such killing ought to be allowed all the way up until birth, and perhaps after. Relatively [End Page 1123] recently there was an article in a mainstream bioethics journal by Alberto Giubilini and Francesca Minerva arguing that what most people would take to be cases of infanticide should be renamed, per their title, "After-Birth Abortion."1 The article was not about the moral legitimacy of either infanticide or abortion. The moral legitimacy of those acts for various reasons was taken as a given by the authors. In the case of euthanizing infants, they noted the expanding number of arguments for it among philosophers, the desire for guidelines for doing it among members of the medical profession, and the protocols for it established in places like the Netherlands.The authors argued that in the case of newborns, including healthy newborns, killing them should not be considered infanticide or euthanasia.2 They distinguished abortion from both euthanasia and infanticide. Euthanasia involves killing a human person, where a person is understood to be a being that can experience itself as having interests that can be harmed. "We take 'person' to mean an individual who is capable of attributing to her own existence some (at least) basic value such that being deprived of this existence represents a loss to her."3 Euthanasia, when justified, is justified by being in the best "interests" of the person killed. Infanticide involves euthanizing children.However, the authors claim that a newborn is not a person in the sense of "person" specified. So, the authors' term "after-birth abortion" is a terminological distinction based upon denying that a newborn is a child, children being persons. They also assume that infants are children as they understand "child." So not being a child, a newborn cannot be an infant. Not being an infant, killing it cannot be infanticide or euthanasia, again as the authors define those terms.4 Instead, killing the newborns, healthy or not, should be thought of as having the same moral weight as an abortion before birth, and thus rather than being called infanticide or euthanasia, it should be called "after-birth abortion."5Killing a newborn then is "ethically permissible" in just the same circumstances and for the same reasons as abortion is ethically permissible. Among [End Page 1124] the "ethically permissible" circumstances for killing newborns, including perfectly healthy newborns, are that the "well-being of the family is at risk" with respect to "social, psychological, economic" factors,6 but also the fact... (shrink)

The leading hypothesis concerning the “reuse” or “recycling” of neural circuits builds on the assumption that evolution might prefer the redeployment of established circuits over the development of new ones. What conception of cognitive architecture can survive the evidence for this hypothesis? In particular, what sorts of “modules” are compatible with this evidence? I argue that the only likely candidates will, in effect, be the columns which Vernon Mountcastle originally hypothesized some 60 years ago, and which form part of the (...) well-known columnar hypothesis in neuroscience—systems that cannot handle gross cognitive functions as distinct from strictly exiguous subfunctions. This is in stark contrast to the modules postulated by much of cognitive psychology, cognitive neuropsychology, and evolutionary psychology. And yet the fate of this revised notion is unclear. The main issue confronting it is the effect of the neural network context on local function. At some point the effects of context are so strong that the degree of specialization required for modularity is not able to be met. Still, despite indications from neuroimaging that peripheral and central systems deploy shared circuitry, some skills clearly do seem to display modularization and autonomy. This article: provides an in-depth analytical and historical review of the fortunes of modular thinking in cognitive science; offers a systematic calibration of brain regions in terms of degrees of functional specificity and robustness; and suggests another way of accounting for the partially encapsulated character of expertise and other highly practiced skills without having to resort to domain-specific modules. (shrink)

The past two decades have witnessed a revival of interest in multiple realization and multiply realized kinds. Bechtel and Mundale’s (1999) illuminating discussion of the subject must no doubt be credited with having generated much of this renewed interest. Among other virtues, their paper expresses what seems to be an important insight about multiple realization: that unless we keep a consistent grain across realized and realizing kinds, claims alleging the multiple realization of psychological kinds are vulnerable to refutation. In this (...) paper I argue that, intuitions notwithstanding, the terms of their recommendation make it impossible to follow, while also misleadingly insinuating that its application virtually guarantees mind-brain identity. Instead of a matching of grains, what multiple realization really requires is a principled method for adjudicating upon differences between tokens. Shapiro’s (2000) work on multiple realization can be understood as an attempt to adumbrate just such a method. While his “causal relevance” criterion can easily be mistaken for Bechtel and Mundale’s grain requirement, my analysis reveals exactly where and why these two tests diverge. (shrink)

The earliest writer who deserves to be called a psychologist is Hobbes; and if we consider the time when he wrote, we cannot fail to be surprised at what I may term his prevision of the most important results which have now been established by science. He was the first clearly to sound the note which has ever since constituted the bass, or fundamental tone, of scientific thought. Let us listen to it through the clear instrumentality of his own language:-.

Modularity is a fundamental doctrine in the cognitive sciences. It holds a preeminent position in cognitive psychology and generative linguistics, as well as a long history in neurophysiology, with roots going all the way back to the early nineteenth century. But a mature field of neuroscience is a comparatively recent phenomenon and has challenged orthodox conceptions of the modular mind. One way of accommodating modularity within the new framework suggested by these developments is to go for increasingly soft versions of (...) modularity. One such version, which I call the “system” view, is so soft that it promises to meet practically any challenge neuroscience can throw at it. In this paper, I reconsider afresh what we ought to regard as the sine qua non of modularity and offer a few arguments against the view that an insipid “system” module could be the legitimate successor of the traditional notion. (shrink)

We develop an account of societal democratization that synthesizes cultural sociology and deliberative democracy. Cultural sociologists emphasize the symbolic inclusion of marginalized groups into the civil sphere. Deliberative democrats stress growth in the deliberative capacity of society. We argue that democratization entails the co-evolution of culture and reason. The basis of co-evolution is the performative construction of an inclusive demos, which requires a deliberative background but is also a source of the moral emotions that motivate deliberation. Since moral emotions can (...) also sweep people up and make them do reckless things, they must in turn be redeemable in inclusive deliberation. This synthesis sharpens a normative position for the evaluation of episodes of inclusion, extends current accounts of the place of emotion in cultural sociology and deliberative democracy, and provides a frame for comparative analyses of democratization. We illustrate with an examination of the exclusion and inclusion of Indigenous Australians. (shrink)

Evidence of the pervasiveness of neural reuse in the human brain has forced a revision of the standard conception of modularity in the cognitive sciences. One persistent line of argument against such revision, however, cites the evidence of cognitive dissociations. While this article takes the dissociations seriously, it contends that the traditional modular account is not the best explanation. The key to the puzzle is neural redundancy. The article offers both a philosophical analysis of the relation between reuse and redundancy (...) as well as a plausible solution to the problem of dissociations. (shrink)

In this article, I argue, adverting to critical practices, that film adaptations are comparable with the comics that serve as their sources. The possibility of comparison presumes the existence of covering values according to which these comparisons are made. I raise four groupings of covering values for comics—narrative, pictorial, historical, and referential—and show how they apply to film adaptations as well, and argue that a fifth kind of value, fidelity, is relevant to comparisons of source comics to film adaptations. I (...) close with a discussion of different types of fidelity that might be brought to bear in evaluation. (shrink)

The conflict between Kant and the medical faculty was far more complex and substantial than is indicated in the section of his famous Conflict of the Faculties addressing this matter. In this essay I will consider not only what Kant, as a philoso­pher, thought of medicine as a faculty, but what medicine as a faculty thought of Kant as a philosopher.

The conflict between Kant and the medical faculty was far more complex and substantial than is indicated in the section of his famous Conflict of the Faculties addressing this matter. In this essay I will consider not only what Kant, as a philoso­pher, thought of medicine as a faculty, but what medicine as a faculty thought of Kant as a philosopher.

This is a classic volume in the "library of Living Philosophers" and includes a collection of essays on Dewey's work by his contemporaries at the time of the volume's publication. It also includes a biographical essay on Dewey and his replies to the assembled essays.

In “Causality and Determination,” Anscombe rejects the two received opinions on the nature of causality in the modern philosophical tradition. She rejects the Humean conception of universal generalization based on the constant conjunction in experience of cause and effect, and she also rejects the notion that causality entails a necessary connection between cause and effect. As an alternative, she suggests that the core notion of causality is one of the derivativeness of the effect from the cause. Her consideration of causality (...) ranges generally over all types of causality, but I believe that the most significant implication of her position is in application to the causality of human action. In this paper, I will articulate what I take to be that position. (shrink)

In “Causality and Determination,” Anscombe rejects the two received opinions on the nature of causality in the modern philosophical tradition. She rejects the Humean conception of universal generalization based on the constant conjunction in experience of cause and effect, and she also rejects the notion that causality entails a necessary connection between cause and effect. As an alternative, she suggests that the core notion of causality is one of the derivativeness of the effect from the cause. Her consideration of causality (...) ranges generally over all types of causality, but I believe that the most significant implication of her position is in application to the causality of human action. In this paper, I will articulate what I take to be that position. (shrink)

Catholic moral philosophy requires an absolute prohibition against the direct killing of innocents. In this paper I consider some examples of justified actionswhich involve the killing of innocent persons and will present them as cases about which I am confident many others will share the same intuitions. I willthen try to show what conditions apply in such cases that justify those intuitions. I will argue that their justification is in accordance with a modified version of theFinnis, Grisez, Boyle interpretation of (...) the doctrine of double effect; it defends their interpretation of what is direct versus indirect in cases of double effect, and meets the proportionality condition in a way suggested by Philippa Foot regarding the virtues of justice and charity. (shrink)

_ Source: _Page Count 9 Robert Doran claims that the sublime is all about transcendence transferred from the religious to the aesthetic domain of experience. Taken in this philosophical rather than stylistic sense, it proved crucial for the development of modern subjectivity. Doran traces the issue from Longinus through the decisive reception of Nicolas Boileau, who first distinguished le sublime from le style sublime, on to an extended engagement with Immanuel Kant. In all this he seeks its place in the (...) rise of the modern bourgeois subject. The social-historical connections tend to be a bit overstated, first, with regard to Boileau and the idea of the honnête homme, and especially with the claim that “Burke treats aesthetic concepts as proxies for sociopolitical categories.” It is not fruitful for an understanding of Kant, either. This weakens his powerful argument for the philosophical significance of the sublime in modern thought. (shrink)

Epigenesis has become a far more exciting issue in Kant studies recently, especially with the publication of Jennifer Mensch’s Kant’ Organicism. In my commentary, I propose to clarify my own position on epigenesis relative to that of Mensch by once again considering the discourse of epigenesis in the wider eighteenth century. In order to situate more precisely what Kant made of it in his own thought, I distinguish the metaphysical use Kant made of epigenesis from his rejection of its aptness (...) as a theory for life science. In that light, I raise questions about the scope and authority of philosophy vis à vis natural science. (shrink)

Epigenesis has become a far more exciting issue in Kant studies recently, especially with the publication of Jennifer Mensch’s Kant’ Organicism. In my commentary, I propose to clarify my own position on epigenesis relative to that of Mensch by once again considering the discourse of epigenesis in the wider eighteenth century. In order to situate more precisely what Kant made of it in his own thought, I distinguish the metaphysical use Kant made of epigenesis from his rejection of its aptness (...) as a theory for life science. In that light, I raise questions about the scope and authority of philosophy vis à vis natural science. (shrink)

Herder's Naturalist Aesthetics, by ZuckertRachel. Cambridge, UK: Cambridge University Press, 2019. Pp. 276.

The principle of "organism"—of intrinsic and dynamic unity—and the existence of "organized bodies"—of living things—in the physical world represented crucial preoccupations for philosophers of nature and experimental naturalists across the eighteenth century. How to make sense of these in a manner consistent with a unified scientific understanding of the physical world became the inevitable challenge that accompanied these recognitions. In just this theoretical enterprise, Leibniz emerges to historical scrutiny as an indispensable and pervasive influence. Thus, we are very fortunate to (...) have the body of scholarship that François Duchesneau has devoted to this topic over the course of his illustrious career. In this... (shrink)

Evidentialism is generally taken to be a position which is not friendly to a religious epistemology. However, in this paper, I will argue for a religious epistemology which is compatible with fundamental tenets of an evidentialist position on epistemic justification. It is a position which entails both a “will to believe” which goes beyond the standard evidentialist principles governing the appropriate doxastic attitude towards a proposition, but nonetheless satisfies epistemic principles at the basis of an evidentialist position on justification. If (...) my argument is successful, a proponent of a conception of religious faith may be able to have her cake and eat it too: namely, she may be able to fundamentally accept both the evidentialist demand that epistemically rational belief fit, or be supported by evidence as well as the position that rational faith is willing belief beyond what one’s evidence strictly demands. (shrink)

In his Inductive Inference and Its Natural Ground: An Essay in Naturalistic Epistemology, Hilary Kornblith presents an argument for the justification of induction that is bold, brilliant, and plausible, but radically incomplete. In the development of this position, Kornblith relies heavily on the philosophical work of Richard Boyd as well as on some empirical psychological studies. As Kornblith sees it, the philosophical position entailed by his proposed solution to the problem is a thoroughgoing, realistic, scientific materialism. I will argue that (...) the brand of realism that Kornblith’s solution to the problem of induction presupposes is inexplicable within the context of the non-reductive materialism that he espouses. Although Kornblith provides us with valuable elements for a solution to the problem of induction, it needs to be supplemented with something like a renovated Aristotelian notion of form in order for the solution to be plausible. (shrink)

Double effect reasoning is central to Catholic moral theology. It is the principle which enables it to maintain absolute moral standards while effectively handling morally difficult choices which entail bringing about some evil as well as the good. DER has been focused on the way in which it applies to human agents and their relation to bringing about evil as well as the good. According to DER, only the good can be brought about intentionally; evil can only be brought about (...) as the side effect of the good. It will be argued that DER also applies to God’s choices. It is our best resource for understanding God’s relation to evil in the world He creates. (shrink)

The controversial Phoenix Hospital case demonstrates that there is significant disagreement in Catholic casuistry on what constitutes intention. Some hold that a causal closeness entails intention, while others deny that there is any necessary connection between causal closeness and intention. One of the strongest supporters of the causal closeness thesis was Elizabeth Anscombe. It will be argued, however, that her works on intention provide support for a position on certain types of cases, such as the Phoenix Hospital case and the (...) termination of an ectopic pregnancy, which contradict intentional killing. (shrink)

The controversial Phoenix Hospital case demonstrates that there is significant disagreement in Catholic casuistry on what constitutes intention. Some hold that a causal closeness entails intention, while others deny that there is any necessary connection between causal closeness and intention. One of the strongest supporters of the causal closeness thesis was Elizabeth Anscombe. It will be argued, however, that her works on intention provide support for a position on certain types of cases, such as the Phoenix Hospital case and the (...) termination of an ectopic pregnancy, which contradict intentional killing. (shrink)