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)

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)

Practical reasoning is a process of reasoning that concludes in an intention. One example is reasoning from intending an end to intending what you believe is a necessary means: 'I will leave the next buoy to port; in order to do that I must tack; so I'll tack', where the first and third sentences express intentions and the second sentence a belief. This sort of practical reasoning is supported by a valid logical derivation, and therefore seems uncontrovertible. A more contentious (...) example is normative practical reasoning of the form 'I ought to φ, so I'll φ', where 'I ought to φ' expresses a normative belief and 'I'll φ' an intention. This has at least some characteristics of reasoning, but there are also grounds for doubting that it is genuine reasoning. One objection is that it seems inappropriate to derive an intention to φ from a belief that you ought to φ, rather than a belief that you ought to intend to φ. Another is that you may not be able to go through this putative process of reasoning, and this inability might disqualify it from being reasoning. A third objection is that it violates the Humean doctrine that reason alone cannot motivate any action of the will. This paper investigates these objections. (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)

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)

Derek Parfit takes an externalist and cognitivist view about normative reasons. I shall explore this view and add some arguments that support it. But I shall also raise a doubt about it at the end.

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)

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)

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)

"From the 1930 Reiser edition of the Ars logica, itself comprising the first two parts of the five part Cursus philosophicus of 1631-1635, by the same author.".

Philosophers have recently revived the study of the ancient Greek topics of virtue and the virtues—justice, honesty, temperance, friendship, courage, and so on as qualities of mind and character belonging to individual people. But one issue at the center of Greek moral theory seems to have dropped out of consideration. This is the question of the unity of virtue, the unity of the virtues. Must anyone who has one of these qualities have others of them as well, indeed all of (...) them—all the ones that really do deserve to be counted as virtues? Even further, is there really no set of distinct and separate virtuous qualities at all, but at bottom only a single one—so that the person who has this single condition of “virtue” is entitled also to the further descriptions “honest” and “well-controlled” and “just” and “friendly” and “courageous” and “fostering” and “supportive,” and so on, as distinguishable aspects or immediate effects of his unitary “virtue”? (shrink)

What are the purposes of education and what is the relationship between educational research and policy? Using the twin lenses of Visible Learning and educational philosophy these are among the many fascinating topics discussed in extended conversations between John Hattie and Steen Nepper Larsen. This wide-ranging, and informative book offers fundamental propositions about the nature of Education. It maps out in fascinating detail a coming together of Hattie's empirical data and world-famous Visible Learning paradigm with the rich heritage of (...) educational philosophy. As well as exploring the inevitable questions of the purpose of education and the development of students in a learning society. Part clash of cultures, part meeting of minds, always fascinating and illuminating, this intriguing book will inspire teachers, students and parents at all levels of the educational system - from kindergarten through school to university. Conversations include: What is the purpose of education? Does educational data speak for itself? What is the role of the teacher? Is learning a visible phenomenon? Is it important to teach and learn specific subjects? What is the role of Neuroscience research? What is the relationship between educational research and educational politics? What is the role of the state in education? (shrink)

This presentation includes a complete bibliography of John Corcoran’s publications devoted at least in part to Aristotle’s logic. Sections I–IV list 20 articles, 43 abstracts, 3 books, and 10 reviews. It starts with two watershed articles published in 1972: the Philosophy & Phenomenological Research article that antedates Corcoran’s Aristotle’s studies and the Journal of Symbolic Logic article first reporting his original results; it ends with works published in 2015. A few of the items are annotated with endnotes connecting them (...) with other work. In addition, Section V “Discussions” is a nearly complete secondary bibliography of works describing, interpreting, extending, improving, supporting, and criticizing Corcoran’s work: 8 items published in the 1970s, 22 in the 1980s, 39 in the 1990s, 56 in the 2000s, and 65 in the current decade. The secondary bibliography is annotated with endnotes: some simply quoting from the cited item, but several answering criticisms and identifying errors. As is evident from the Acknowledgements sections, all of Corcoran’s publications benefited from correspondence with other scholars, most notably Timothy Smiley, Michael Scanlan, and Kevin Tracy. All of Corcoran’s Greek translations were done in consultation with two or more classicists. Corcoran never published a sentence without discussing it with his colleagues and students. REQUEST: Please send errors, omissions, and suggestions. I am especially interested in citations made in non-English publications. (shrink)

Except for Dewey's and James H. Tufts' 1932 Ethics (Volume 7 of The Later Works), this volume brings together Dewey's writings for 1931–1932.

I draw on earlier research to develop contrasts between interpreting the conception of God in the Divine Names in terms of Neoplatonic, Latin Scholastic(specifically Albertinian and Thomistic), and Byzantine / Eastern Christian frameworks. Based on these contrasts, I then explore whether Albert the Great and Thomas Aquinas were influenced, and possibly led astray, by John Sarracen’s translation of key terms and phrases in the Divine Names such as (Greek), (Greek)and its cognates, (Greek), (Greek), and (Greek). I conclude that Sarracen’s (...) mistranslation of (Greek) by essentia clearly reinforces an essentialist interpretation of God in the Divine Names—that is, the view that God is an absolutely simple being identical to its essence. It is not clear that his translations of the other terms do the same, although they are most often read in an essentialist fashion by Albert and Aquinas. (shrink)

In Empowering the Lonely Crowd, John Raymaker simplifies and extends arguments made in his previous book, A Buddhist-Christian Logic of the Heart, in particular the notion of a spiritual genome. Raymaker explores and compares John Paul II and Lonergan's thought in relation to Buddhism, concluding that while all life has a coded genome, all humans have a free, uncoded spiritual genome that is a viable alternative to postmodern scepticism.

Postcolonial theory has yielded productive methodologies with which to examine an institution such as the John Rylands Library. This paper reinterprets aspects of the Library‘s history, especially its collecting practices, using Bhabha‘s concept of hybridity. The Library‘s founder, Enriqueta Rylands, embodied hybridity and colonial talking back in her remarkable trajectory from a Catholic upbringing in Cuba, via her conversion to Nonconformity and her marriage to Manchester‘s most successful cotton manufacturer, to her usurpation of the cultural hegemony in purchasing spectacular (...) aristocratic collections for her foundation. Hybridity was embedded in many other aspects of the Library‘s development: it was established as a public library with a board of governors but its collections were largely shaped by Enriqueta‘s tastes and interests; it was independent until 1972, while maintaining very close links to the University of Manchester; it has always fulfilled a dual remit of addressing the research needs of scholars and attracting wider audiences; and it is simultaneously a library of printed books and manuscripts, an archive repository, and a gallery of visual materials. (shrink)

Few contemporary philosophers have made as wide-ranging and insightful a contribution to philosophical debate as John Cottingham. This collection brings together friends, colleagues and former students of Cottingham, to discuss major themes of his work on moral philosophy. Presented in three parts the collection focuses on the debate on partiality, impartiality and character; the role of emotions and reason in the good life; the meaning of a worthwhile life and the place of theistic considerations in it. The original contributions (...) to this volume celebrate Cottingham’s work by embracing and furthering his arguments and, at times, in the best spirit of philosophical engagement, challenging and confronting them. The volume concludes with Cottingham’s specially commissioned responses to the contributions. (shrink)

This revised edition of John E. Smith’s classic details the phenomenal growth in American philosophy in the years since the book first appeared. Through the addition of a new chapter and the readdressing of earlier material, Smith advances his reflections on the present decade. The book also considers the impact of British linguistic philosophy and other currents of thought abroad on classical American philosophy.