Previous research in Explainable Artificial Intelligence (XAI) suggests that a main aim of explainability approaches is to satisfy specific interests, goals, expectations, needs, and demands regarding artificial systems (we call these “stakeholders' desiderata”) in a variety of contexts. However, the literature on XAI is vast, spreads out across multiple largely disconnected disciplines, and it often remains unclear how explainability approaches are supposed to achieve the goal of satisfying stakeholders' desiderata. This paper discusses the main classes of stakeholders calling for explainability (...) of artificial systems and reviews their desiderata. We provide a model that explicitly spells out the main concepts and relations necessary to consider and investigate when evaluating, adjusting, choosing, and developing explainability approaches that aim to satisfy stakeholders' desiderata. This model can serve researchers from the variety of different disciplines involved in XAI as a common ground. It emphasizes where there is interdisciplinary potential in the evaluation and the development of explainability approaches. (shrink)

“X-Firsters” hold that there is some normative feature that is fundamental to all others (and, often, that there’s some normative feature that is the “mark of the normative”: all other normative properties have it, and are normative in virtue of having it). This view is taken as a starting point in the debate about which X is “on first.” Little has been said about whether or why we should be X-Firsters, or what we should think about normativity if we aren’t (...) X-Firsters. Hence the chapter’s two main goals. First, to provide a simple argument that one shouldn’t be an X-Firster about the normative domain, which starts with the observation that analogous views have dubious merits in analogous domains. Second, to offer an alternative view—taking normativity to be a determinable explained in terms of its determinates—that offers an interesting way to think about the structure and unity of normativity. (shrink)

The _Physics_ is a foundational work of western philosophy, and the crucial one for understanding Aristotle's views on matter, form, essence, causation, movement, space, and time. This richly annotated, scrupulously accurate, and consistent translation makes it available to a contemporary English reader as no other does—in part because it fits together seamlessly with other closely associated works in the New Hackett Aristotle series, such as the _Metaphysics_, _De Anima_, and forthcoming _De Caelo_ and _On Coming to Be and Passing Away_. (...) Eventually the series will include all of Aristotle's works. Sequentially numbered endnotes provide the information most needed at each juncture, while a detailed Index of Terms indicates places where focused discussion of key notions occurs. An illuminating general Introduction describes the book that lies ahead, explaining what sort of work it is and what sorts of evidence it relies on. (shrink)

According to ethical objectivism, what a person should do depends on the facts, as opposed to their perspective on the facts. A long-standing challenge to this view is that it fails to accommodate the role that norms play in guiding a person’s action. Roughly, if the facts that determine what a person should do lie beyond their ken, they cannot inform a person’s deliberations. This paper explores two recent developments of this line of thought. Both focus on the epistemic counterpart (...) to ethical objectivism, according to which what a person should believe depends on the facts, as opposed to their perspective on the facts. The suggestion in each case is that epistemic objectivism faces a distinctive problem in accommodating guidance. Insofar as objectivism concerning the epistemic domain stands or falls with objectivism concerning the ethical domain, this is a problem for objectivism more generally. In this paper, I show that those arguments are not successful. The upshot is that the objectivist – whether ethical or epistemic – need not reject the idea that norms serve a guiding function. (shrink)

After 50 years of debate, the ethics of aggregation has reached a curious stalemate, with both sides arguing that only their theory treats people as equals. I argue that, on the issue of equality, both sides are wrong. From the premise that “each counts for one,” we cannot derive the conclusion that “more count for more”—or its negation. The familiar arguments from equality to aggregation presuppose more than equality: the Kamm/Scanlon “Balancing Argument” rests on what social choice theorists call “(Positive) (...) Responsiveness,” Kamm’s “Aggregation Argument” assumes that “equal” lives are fungible, and Hsieh et al. have it that spreading goods broadly best approximates equality. In each case, the crucial premise is not equality itself but a further idea that Taurek, I argue, can safely reject. I conclude with a conjecture: there is no theory-neutral argument that settles the question of whether the numbers count. (shrink)

An encyclopedia entry which covers various revisionary conceptions of which macroscopic objects there are, and the puzzles and arguments that motivate these conceptions: sorites arguments, the argument from vagueness, the puzzles of material constitution, arguments against indeterminate identity, arguments from arbitrariness, debunking arguments, the overdetermination argument, and the problem of the many.

Recent work in economics has rediscovered the importance of belief-based utility for understanding human behaviour. Belief ‘choice’ is subject to an important constraint, however: people can only bring themselves to believe things for which they can find rationalizations. When preferences for similar beliefs are widespread, this constraint generates rationalization markets, social structures in which agents compete to produce rationalizations in exchange for money and social rewards. I explore the nature of such markets, I draw on political media to illustrate their (...) characteristics and behaviour, and I highlight their implications for understanding motivated cognition and misinformation. (shrink)

ABSTRACT:This paper examines the norms that should guide policies aimed at promoting happiness or, more broadly, well-being. In particular, we take up the question of which conception of well-being should govern well-being policy, assuming some such policies to be legitimate. In answer, we lay out a case for ‘pragmatic subjectivism’: given widely accepted principles of respect for persons, well-being policy may not assume any view of well-being, subjectivist or objectivist. Rather, it should promote what its intended beneficiaries see as good (...) for them: pleasure for hedonists, excellence for Aristotelians, etc. Specifically, well-being policy should promote citizens’ ‘personal welfare values’: those values—and not mere preferences—that individuals see as bearing on their well-being. Finally, we briefly consider how pragmatic subjectivism works in practice. While our discussion takes for granted the legitimacy of well-being policy, we suggest that pragmatic subjectivism strengthens the case for such policy. (shrink)

A pioneering work in the philosophy of mind, Content and Consciousness brings together the approaches of philosophers and scientists to the mind--a connection that must occur if genuine analysis of the mind is to be made. This unified approach permits the most forbiddingly mysterious mental phenomenon--consciousness--to be broken down into several distinct phenomena, and these are each given a foundation in the physical activity of the brain. This paperback edition contains a preface placing the book in the context of recent (...) work in the area. (shrink)

Infallibilism is the view that a belief cannot be at once warranted and false. In this essay we assess three nonpartisan arguments for infallibilism, arguments that do not depend on a prior commitment to some substantive theory of warrant. Three premises, one from each argument, are most significant: if a belief can be at once warranted and false, then the Gettier Problem cannot be solved; if a belief can be at once warranted and false, then its warrant can be transferred (...) to an accidentally true belief; if a belief can be at once warranted and false, then it can be warranted and accidentally true. We argue that each of these is either false or no more plausible than its denial. Along the way, we offer a solution to the Gettier Problem that is compatible with fallibilism. (shrink)

Conspiracy theories seem to play an increasing role in public political discourse. This development is problematic for a variety of reasons, most importantly because widespread belief in conspiracy theories will undermine the institutions of open societies. One of the central questions that will need to be answered here if we hope to fi nd out why conspirational thought is recently gaining such support and to find out how to respond to it, is the following: what mindset leads to the belief (...) in conspiracy theories? People who believe in conspiracy theories are often ridiculed as nutcases, tinfoil hats, and paranoid crackpots, while they portray themselves as particularly critical, better informed and enlightened responsible citizens. Finding out which of these characterizations is correct is crucial for coming up with the appropriate response to the rise of conspirational thought. In this article, I want to discuss this question and the phenomenon of conspirational thought in two respects. First, I want to explain how philosophy, and epistemology in particular, is essential for understanding the phenomenon and for developing a strategy to deal with the harmful kind of conspirational thought. Secondly, I want to show how epistemology in turn can learn from studying this phenomenon. (shrink)

Are there really beliefs? Or are we learning (from neuroscience and psychology, presumably) that, strictly speaking, beliefs are figments of our imagination, items in a superceded ontology? Philosophers generally regard such ontological questions as admitting just two possible answers: either beliefs exist or they don't. There is no such state as quasi-existence; there are no stable doctrines of semi-realism. Beliefs must either be vindicated along with the viruses or banished along with the banshees. A bracing conviction prevails, then, to the (...) effect that when it comes to beliefs (and other mental items) one must be either a realist or an eliminative materialist. (shrink)

Proceeding from the assumptions that forgiveness is at least sometimes elective and that it changes the normative relations between victims and wrongdoers, this paper argues that our practices of forgiveness are subject to an overlooked form of moral luck, forgiveness-luck. Forgiveness-luck is introduced via reflection on ‘differential forgiveness’, wherein of two equally culpable and remorseful agents, one is forgiven and the other not, and both justifiably so. In being forgiven—at least if forgiveness is normatively significant— one undergoes a positive alteration (...) in one’s moral status, i.e., a positive alteration in one’s permissions, obligations, or interpersonal reasons that is implied by one’s being the target of a positive moral responsibility-response. It is also illustrated how responsibility-responses other than forgiveness are candidate determinates of one’s moral status. As such, this paper outlines a capacious conception of moral luck, according to which moral statuses beyond blameworthiness (and praiseworthiness) are determinable by factors beyond one’s control. The capacious conception avoids rendering the existence of moral luck a trivial matter (as it preserves the distinction between moral luck and morally significant plain luck) and—at least if moral responsibility is understood in terms of accountability— preserves continuity with narrower conceptions of moral luck. (shrink)

Two epistemological critiques of non-naturalism are not always carefully distinguished. According to the Causal Objection, the fact that moral properties cannot cause our moral beliefs implies that it would be a coincidence if many of them were true. According to the Evolutionary Objection, the fact that evolutionary pressures have influenced our moral beliefs implies a similar coincidence. After distinguishing these epistemological critiques, I provide an extensive defense of the Causal Objection that also strengthens the Evolutionary Objection. In particular, I formulate (...) a “Master Causal Objection” featuring the controversial premise that non-naturalism can provide no adequate explanation for moral knowledge. I defend this premise by first narrowing down the range of candidate explanations to conceptual, constitutive, and evolutionary explanations, and then considering and eliminating each of these in turn. My discussion of evolutionary explanations suggests that non-naturalists must refute the Causal Objection in order to refute the Evolutionary Objection. (shrink)

This paper explores the relation of the theory of time and the theory of truth in Deleuze’s philosophy. According to Deleuze, a mutation in our conception of time occurred with Kant. In antiquity, time had been subordinated to movement, it was the measure or the “number of movement” (Aristotle). In Kant, this relation is inverted: time is no longer subordinated to movement but assumes an independence and autonomy of its own for the first time. In Deleuze’s phrasing, time becomes the (...) pure and empty form of everything that moves and changes — not an eternal form (as in Plato), but precisely the form of what is not eternal. In turn, the theory of time is inextricably linked to the concept of truth, since to say that a proposition is true means that it is true “in all times and in all places.” Truth, in other words, is timeless, eternal, non-temporal. When the form of the true is confronted with the form of time, the concept of truth is necessarily put into crisis, and Deleuze’s argument is that time allows the power of the false to assume an autonomy of its own. The analysis will attempt to show how the liberation of time from movement (the pure and empty form of time) leads to a liberation of the false from the true (the power of the false). (shrink)

Psychedelics are experiencing a renaissance in mental healthcare. In recent years, more and more early phase trials on psychedelic-assisted therapy have been conducted, with promising results overall. However, ethical analyses of this rediscovered form of treatment remain rare. The present paper contributes to the ethical inquiry of psychedelic-assisted therapy by analysing the ethical implications of its therapeutic mechanisms proposed by the relaxed beliefs under psychedelics (REBUS) hypothesis. In short, the REBUS hypothesis states that psychedelics make rigid beliefs revisable by increasing (...) the influence of bottom-up input. Put differently, patients become highly suggestible and sensitive to context during a psychedelic session, amplifying therapeutic influence and effects. Due to that, patients are more vulnerable in psychedelic-assisted therapy than in other therapeutic interventions; they lose control during a psychedelic session and become dependent on the therapeutic setting (including the therapist). This enhanced vulnerability is ethically relevant and has been exploited by some therapists in the past. Therefore, patients in current research settings and starting mainstream medical settings need to be well informed about psychedelics’ mechanisms and their implications to give valid informed consent to treatment. Furthermore, other security measures are warranted to protect patients from the vulnerability coming with psychedelic-assisted therapy. (shrink)

Ed. Daniel Greenberger, 750pp May 1995 164.95.

I ask you to X. You now have a reason to X. My request gave you a reason. How? One unpopular theory is the epistemic account, according to which requests do not create any new reasons but instead simply reveal information. For instance, my request that you X reveals that I desire that you X, and my desire gives you a reason to X. Peter Schaber has recently attacked both the epistemic account and other theories of the reason-giving force of (...) requests. Schaber defends a new theory of the reason-giving force of requests according to which request give reasons because it is valuable for requesters and requestees that requests have this power. In this paper I argue that Schaber's attack on the epistemic account fails, and that his own theory ought to be rejected because it faces compelling objections. (shrink)

_Behavioral and Brain Sciences_ , 15, 183-247, 1992. Reprinted in _The Philosopher's Annual_ , Grim, Mar and Williams, eds., vol. XV-1992, 1994, pp. 23-68; Noel Sheehy and Tony Chapman, eds., _Cognitive Science_ , Vol. I, Elgar, 1995, pp.210-274.

The social sciences playa variety of multifaceted roles in the policymaking process. So varied are these roles, indeed, that it is futile to talk in the singular about the use of social science in policymaking, as if there were one constant relationship between two fixed and stable entities. Instead, to address this issue sensibly one must talk in the plural about uses of dif ferent modes of social scientific inquiry for different kinds of policies under various circumstances. In some cases, (...) the influence of social scientific research is direct and tangible, and the connection between the find ings and the policy is easy to see. In other cases, perhaps most, its influence is indirect-one small piece in a larger mosaic of politics, bargaining, and compromise. Occasionally the findings of social scientific studies are explicitly drawn upon by policymakers in the formation, implementation, or evaluation of particular policies. More often, the categories and theoretical models of social science provide a general background orientation within which policymakers concep tualize problems and frame policy options. At times, the in fluence of social scientific work is cognitive and informational in nature; in other instances, policymakers use social science primarily for symbolic and political purposes in order to le gitimate preestablished goals and strategies. Nonetheless, amid this diversity and variety, troubling general questions persistently arise. (shrink)

Clark has recently suggested that predictive processing advances a theory of neural function with the resources to put an ecumenical end to the “representation wars” of recent cognitive science. In this paper I defend and develop this suggestion. First, I broaden the representation wars to include three foundational challenges to representational cognitive science. Second, I articulate three features of predictive processing’s account of internal representation that distinguish it from more orthodox representationalist frameworks. Specifically, I argue that it posits a resemblance-based (...) representational architecture with organism-relative contents that functions in the service of pragmatic success, not veridical representation. Finally, I argue that internal representation so understood is either impervious to the three anti-representationalist challenges I outline or can actively embrace them. (shrink)

This two-part volume collects the complete fragments and most important testimonies for the leading presocratic philosophers. The Greek and Latin texts are translated on facing pages and accompanied by a brief commentary for each philosopher.

The almost 300 articles contain not only historical accounts but also some indication of the state of present day study in classical philosophy.

Predictive processing has recently been advanced as a global cognitive architecture for the brain. I argue that its commitments concerning the nature and format of cognitive representation are inadequate to account for two basic characteristics of conceptual thought: first, its generality—the fact that we can think and flexibly reason about phenomena at any level of spatial and temporal scale and abstraction; second, its rich compositionality—the specific way in which concepts productively combine to yield our thoughts. I consider two strategies for (...) avoiding these objections and I argue that both confront formidable challenges. (shrink)

How do we acquire moral obligations to others? The most straightforward cases are those where we acquire obligations as the result of particular actions which we voluntarily perform. If I promise you that I will trim your hedge, I face a moral Obligation to uphold my promise, and in the absence of some morally significant countervailing reason, I should indeed cut your hedge. Moral obligations which arise as a result of wrongdoing, as a function of corrective justice, are typically thought (...) to be of a similar nature. (shrink)

What is understanding? My goal in this paper is to lay out a new approach to this question and clarify how that approach deals with certain issues. The claim is that understanding is a matter of compressing information about the understood so that it can be mentally useful. On this account, understanding amounts to having a representational kernel and the ability to use it to generate the information one needs regarding the target phenomenon. I argue that this ambitious new account (...) can accommodate much of the data that has motivated theories of understanding in philosophy of science, and can also be generally applicable in epistemology and daily life as well. (shrink)

It is almost universally agreed that the main business of commonsense psychology is that of providing generally reliable predictions and explanations of the actions of others. In line with this, it is also generally assumed that we are normally at theoretical remove from others such that we are always ascribing causally efficacious mental states to them for the purpose of prediction, explanation and control. Building on the work of those who regard our primary intersubjective interactions as a form of ‘embodied (...) practice’, I defend a second‐personal approach in this paper. (shrink)

_Content and Consciousness_ is an original and ground-breaking attempt to elucidate a problem integral to the history of Western philosophical thought: the relationship of the mind and body. In this formative work, Dennett sought to develop a theory of the human mind and consciousness based on new and challenging advances in the field that came to be known as cognitive science. This important and illuminating work is widely-regarded as the book from which all of Dennett’s future ideas developed. It is (...) his first explosive rebuttal of Cartesian dualism and one of the founding texts of philosophy of mind. (shrink)

One of the most contentious events of Russian religious thought of the twentieth century was the “Sophia Affair”, which befell Bulgakov in 1935. This article compares and contrasts two responses by Nikolai Berdyaev and Sergius Bulgakov and what they say about freedom of thought in Russian theology, what that means in a socio-cultural context and the impact that had on the development of Russian theology. This is then compared with an article by Bulgakov written chronologically close to the events in (...) question about the theology of authority in the Church. A parallel is drawn, with corresponding insights about the problems of authority in the Russian Church from a theological perspective, and how this affected Bulgakov’s theology in the 1930s and over the course of his life. (shrink)

_Content and Consciousness_ is an original and ground-breaking attempt to elucidate a problem integral to the history of Western philosophical thought: the relationship of the mind and body. In this formative work, Dennett sought to develop a theory of the human mind and consciousness based on new and challenging advances in the field that came to be known as cognitive science. This important and illuminating work is widely-regarded as the book from which all of Dennett’s future ideas developed. It is (...) his first explosive rebuttal of Cartesian dualism and one of the founding texts of philosophy of mind. (shrink)

A large body of research in political science claims that the way in which democratic citizens think about politics is motivationally biased by partisanship. Numerous critics argue that the evidence for this claim is better explained by theories in which party allegiances influence political cognition without motivating citizens to embrace biased beliefs. This article has three aims. First, I clarify this criticism, explain why common responses to it are unsuccessful, and argue that to make progress on this debate we need (...) a more developed theory of the connections between group attachments and motivated reasoning. Second, I develop such a theory. Drawing on research on coalitional psychology and the social functions of beliefs, I argue that partisanship unconsciously biases cognition by generating motivations to advocate for party interests, which transform individuals into partisan press secretaries. Finally, I argue that this theory offers a superior explanation of a wide range of relevant findings than purely non-motivational theories of political cognition. (shrink)

I propose that the interpretation which I present of Nietzsche's central text, Thus Spoke Zarathustra, enables us to construct an account of his positive contribution to moral philosophy. I maintain herein that Nietzsche advances an aretaic moral program. That is, he is primarily concerned not with promoting right action, but with promoting a virtuous state of character. ;Negatively stated, my thesis represents a challenge to the standard interpretation of Nietzsche as an amoral critic who equates the good life with a (...) voluntaristic legislation of anti-social values. I maintain that Nietzsche's famous debunking of the canonical values of the Western moral tradition is in fact designed to clear the way for a revaluation of our approach to morality as an enterprise. According to Nietzsche, virtually all accounts of moral excellence hitherto have presupposed the deficiency of mankind. The moral enterprise has thus been understood as a systematic campaign to improve mankind by redeeming this original deficiency. In short, Nietzsche's critical position comes down to this: man cannot very well flourish if his pursuit of happiness is predicated on a view of himself as morally deficient. ;Nietzsche therefore recommends a moral program which pre- supposes the sufficiency of mankind: human nature requires no improvement in the traditionally moral sense. I have identified as the exemplar of these virtues of self-sufficiency the notorious Ubermensch; here again my interpretation of Nietzsche runs counter to the standard readings of his philosophy. The Ubermensch as a virtuous type is characterized by his command of a coherent and meaningful agency: because his pursuit of the good life is predicated on a prejudice in favor of his own sufficiency, he flourishes. ;Because of the unique problems of presentation which would attend a moral program based on man's sufficiency, I concentrate my attention on a non-standard philosophic text, Thus Spoke Zarathustra. Indeed, I propose that Zarathustra embodies Nietzsche's oblique contribution to moral excellence. That is, after having exposed the practicum absurdum of slave morality, he cannot then reject it on moral grounds without thereby compromising his original commitment to man's sufficiency. He therefore restricts himself to an aesthetic critique of slave morality. (shrink)

Most methodological writing on economics is by economists. Although the bulk is produced by lesser members of the profession, almost all leading economists have at one time or another tried their hand at methodological reflection. The results are usually poor. If one read only their methodology, one would have a hard time understanding how Milton Friedman or Paul Samuelson could possibly win Nobel Prizes. It thus is less surprising that the economics profession professes such scorn for philosophizing than that its (...) members spend so much of their time doing it.Methodological reflections on economics pose other puzzles, too. Although this literature is heavily influenced by philosophy—both current and, especially, out-dated—, it is cut off from philosophical discourse. This quasi-autonomy is puzzling, since this literature is concerned with questions that appear to be instances of, if not the same as the questions with which philosophers of science are concerned. (shrink)

This paper offers a close reading of Patañjali’s Yogasūtra through the concepts of abhyāsa and vairāgya, “repetitive practice” and “dispassion,” drawing on Patañjali’s classical commentators and on Krishnachandra Bhattacharyya’s “Studies in Yoga Philosophy,” an forgotten chapter of his corpus. I open with a critical examination of Patañjali’s citta-vṛtti scheme, his attempt of “mapping” the contents of consciousness. Thereafter, I discuss the “procedure of yoga,” based on the mutual operation of abhyāsa and vairāgya for the sake of nirodha, cessation of the (...) vṛttis, or “movements” of consciousness. A close analysis of Patañjali and his commentators indicates that both abhyāsa and vairāgya are depicted as consisting of a strong reflective dimension. This is to say that the radical meditative act of “emptying” the consciousness of its objective content is in fact a rational conclusion of the mind, as it reflects upon itself. This reflection is both sensitive to the “limitedness” of the objective world and “receptive” to the silent presence of the “unlimited” selfhood beyond, which Patañjali, following the Sāṃkhya tradition, refers to as puruṣa. It is implied here that the yogic act of disengagement from the worldly and objective is as much an act of will, as it is an act of self-sacrifice. Finally, the analysis offered here reveals substantial “philosophical threads” in the Yogasūtra, a text which is usually considered as too “practical,” or “therapeutic,” or “spiritual,” to be “really” philosophical. (shrink)

Care theorists have made significant gains over the past twenty-five years in establishing caring as a viable moral and political concept. Nonetheless, the concept of caring remains underdeveloped as a basis for a moral and political philosophy, and there is no fully developed account of our moral obligation to care. This article advances thinking about caring by developing a definition of caring and a theory of obligation to care sufficient to ground a general moral and political philosophy.