There is general consensus that explainable artificial intelligence is valuable, but there is significant divergence when we try to articulate why, exactly, it is desirable. This question must be distinguished from two other kinds of questions asked in the XAI literature that are sometimes asked and addressed simultaneously. The first and most obvious is the ‘how’ question—some version of: ‘how do we develop technical strategies to achieve XAI?’ Another question is specifying what kind of explanation is worth having in the (...) first place. As difficult and important as the challenges are in answering these questions, they are distinct from a third question: why do we want XAI at all? There is vast literature on this question as well, but I wish to explore a different kind of answer. The most obvious way to answer this question is by describing a desirable outcome that would likely be achieved with the right kind of explanation, which would make the explanation valuable instrumentally. That is, XAI is desirable to attain some other value, such as fairness, trust, accountability, or governance. This family of arguments is obviously important, but I argue that explanations are also intrinsically valuable, because unexplainable systems can be dehumanizing. I argue that there are at least three independently valid versions of this kind of argument: an argument from participation, from knowledge, and from actualization. Each of these arguments that XAI is intrinsically valuable is independently compelling, in addition to the more obvious instrumental benefits of XAI. (shrink)

Considered a classic in the philosophy of language movement known variously as the New Theory of Reference or the Direct-Reference Theory, as well as in the metaphysics of modal essentialism that is related to this philosophy of language. This award-winning book is based on the author’s doctoral dissertation.

A classic objection to autonomous weapon systems (AWS) is that these could create so-called responsibility gaps, where it is unclear who should be held responsible in the event that an AWS were to violate some portion of the law of armed conflict (LOAC). However, those who raise this objection generally do so presenting it as a problem for AWS as a whole class of weapons. Yet there exists a rather wide range of systems that can be counted as “autonomous weapon (...) systems”, and so the objection is too broad. In this article I present a taxonomic approach to the objection, examining a number of systems that would count as AWS under the prevalent definitions provided by the United States Department of Defense and the International Committee of the Red Cross, and I show that for virtually all such systems there is a clear locus of responsibility which presents itself as soon as one focuses on specific systems, rather than general notions of AWS. In developing these points, I also suggest a method for dealing with near-future types of AWS which may be thought to create situations where responsibility gaps can still arise. The main purpose of the arguments is, however, not to show that responsibility gaps do not exist or can be closed where they do exist. Rather, it is to highlight that any arguments surrounding AWS must be made with reference to specific weapon platforms imbued with specific abilities, subject to specific limitations, and deployed to specific times and places for specific purposes. More succinctly, the arguments show that we cannot and should not aim to treat AWS as if all of these shared all morally relevant features, but instead on a case-by-case basis. Thus, we must contend with the realities of weapons development and deployment, and tailor our arguments and conclusions to those realities, and with an eye to what facts obtain for particular systems fulfilling particular combat roles. (shrink)

This book argues that Hume is a radical epistemic skeptic who gives only practical reasons for retaining belief in sensory beliefs and the deliverances of reason. He advises us to take a moderate approach to the demands of philosophy, since they sometimes diverge from the demands of life.

Rachel Carson begins her revolutionary book Silent Spring with a quote from E.B. White that reads ‘we would stand a better chance of survival if we accommodated ourselves to this planet and viewed it appreciatively’. While White's advice can account for an instrumental relationship towards nature, I believe that the more important relationship offered in his recommendation is one of appreciation or gratitude. But how are we to understand gratitude as appreciating Nature non-instrumentally when it has traditionally always been understood (...) as a response to a benefit received? My motivation is to modify our traditional conception of gratitude alongside Simon Hailwood's account of the ‘Otherness of Nature’ to see how we can truly show gratitude for Nature rather than simply reflecting on how Nature serves human interests. (shrink)

The principle of proportionality demands that a war (or action in war) achieve more goods than bads. In the philosophical literature there has been a wealth of work examining precisely which goods and bads may count toward this evaluation. However, in all of these discussions there is no mention of one of the most certain bads of war, namely the psychological harm(s) likely to be suffered by the combatants who ultimately must fight and kill for the purposes of winning in (...) conflict. This paper argues that harms to one’s own soldiers must be included in proportionality judgments, and goes on to argue that one of the most significant harms one’s soldiers face are the psychological stresses and traumas associated with combat. The arguments draw on a growing wealth of psychological literature exploring the connections between combatancy and psychological trauma, and highlight, in particular, the uniquely negative impact which killing has on a combatant’s mental well-being. The paper concludes that these factors place an almost certain and rather weighty negative weight in any proportionality calculations concerning wars with ground combatants who must fight “up close and personal”, and that for more remote warfighters, there is also evidence to show that they may suffer deep psychological harm as a result of their combat roles as well. The argument, however, does not attempt to demonstrate that these factors render war impermissible. Rather, it merely shows that these harms, or bads, which can be quite significant, must be factored into our considerations of proportionality. The arguments themselves are rather uncontroversial, but they bring to light an element in the moral calculus which is sadly overlooked in most discussions of the ethics of war. (shrink)

Artificial intelligence (AI) has become nearly ubiquitous in modern society, from components of mobile applications to medical support systems, and everything in between. In societally impactful systems imbued with AI, there has been increasing concern related to opaque AI, that is, artificial intelligence where it is unclear how or why certain decisions are reached. This has led to a recent boom in research on “explainable AI” (XAI), or approaches to making AI more explainable and understandable to human users. In the (...) military domain, numerous bodies have argued that autonomous and AI-enabled weapon systems ought not incorporate unexplainable AI, with the International Committee of the Red Cross and the United States Department of Defense both explicitly including explainability as a relevant factor in the development and use of such systems. In this article, I present a cautiously critical assessment of this view, arguing that explainability will be irrelevant for many current and near-future autonomous systems in the military (which do not incorporate any AI), that it will be trivially incorporated into most military systems which do possess AI (as these generally possess simpler AI systems), and that for those systems with genuinely opaque AI, explainability will prove to be of more limited value than one might imagine. In particular, I argue that explainability, while indeed a virtue in design, is a virtue aimed primarily at designers and troubleshooters of AI-enabled systems, but is far less relevant for users and handlers actually deploying these systems. I further argue that human–machine teaming is a far more important element of responsibly using AI for military purposes, adding that explainability may undermine efforts to improve human–machine teamings by creating aprima faciesense that the AI, due to its explainability, may be utilized with little (or less) potential for mistakes. I conclude by clarifying that the arguments are not against XAI in the military, but are instead intended as a caution against over-inflating the value of XAI in this domain, or ignoring the limitations and potential pitfalls of this approach. (shrink)

How is it that we can rationally assert that sport outcomes do not really matter, while also seeming to care about them to an absurd degree? This is the so-called puzzle of sport. The broadly Waltonian solution to the puzzle has it that we make-believe the outcomes matter. Recently, Stear has critiqued this Waltonian solution, raising a series of five objections. He has also leveraged these objections to motive his own contextualist solution to the puzzle. The aim of this paper (...) is to defend the Waltonian solution. The general upshot is that, contra Stear, a make-believe based solution to the puzzle is viable after all. (shrink)

We consider the efficacy of various forms of reinforcement learning with punishment in evolving linguistic conventions in the context of Lewis-Skyrms signalling games. We show that the learning strategy of reinforcement with iterative punishment is highly effective at evolving optimal conventions in even complex signalling games. It is also robust and can be easily extended to a self-tuning variety of reinforcement learning. We briefly discuss some of the virtues of reinforcement with iterative punishment and how it may be related to (...) learning in nature. (shrink)

General consensus has it that contingencies lack the requisite modal umph to serve as explanations for the modal status of necessities. The central aim of this paper is to show that this received opinion is incorrect: contingent necessity-makers are in fact possible. To do so, I identify certain conditions the satisfaction of which entail the possibility of contingent necessity-makers. I then argue for two broad instances where these conditions are satisfied. Consequently, the associated necessities in fact have contingent necessity-makers.

In this discussion I shall argue that some fairly widely held views about human habits are mistaken. These misconceptions are important because of the pervasiveness of the habitual in human behavior and because it is the concept of habit that has served as the prototype of various conceptions of conditioned response which are used in psychological explanation. One major task of this analysis is to show that accounts in which actions are explained by reference to rules are not incompatible with (...) accounts in which the same behavior is seen as the product of habit. (shrink)

Recently, Xhignesse has argued that the principle of poetic licence, which roughly states that any class of propositions is true in some possible fiction, ought to be rejected. Here, we defend PPL from Xhignesse’s objection by demonstrating that, properly understood, his purported counter-example case is either irrelevant or unproblematic. The upshot is that Xhignesse has given us no reason to reject PPL.

ABSTRACTAccording to Bernard Suits, people in Utopia would spend their time playing games and would not spend any time creating or engaging with artworks. Here, we argue against this claim. We do s...

Lange has argued that contingencies lack the modal strength to be necessity-makers. Here, I argue that Lange’s case turns upon a faulty premise, and that there is no obvious fixes he might pursue. The general upshot is that his argument gives us no reason to think that contingencies could not be necessity-makers after all.

This brief note critically assesses the central arguments in Morato’s recent contribution to the growing literature on Blackburn’s dilemma about necessity. In particular, I demonstrate that neither of Morato’s two novel reconstructions of the dilemma’s contingency horn succeed, since both turn on false premises; and, Morato fails to adequately motivate his own response to these reconstructions. The upshot is that Morato has set himself a pair of flawed problems, then offered a flawed solution.

The debate over whether the basic principles of Frege's philosophy of semantics committed him to the hierarchy of indirect senses is adjudicated. It is demonstrated by means of a simple device that Frege was indeed committed to the hierarchy.

During the twentieth century a number of competing accounts of Lenin’s theory and practice have sought to reclaim its true meaning from ossification under Stalinism. One account popular today is the Hegelian-Marxist interpretation of Lenin’s Philosophical Notebooks written in 1914 and 1915. According to thinkers such as Raya Dunayevskaya and Kevin Anderson, Lenin’s notebooks on Hegel’s Science of Logic represent a radical break from classical dialectical materialism. For these Hegelian-Marxists, Lenin’s acerbic remarks on Engels’s and Plekhanov’s dialectics reveal him as (...) the forerunner of Georg Lukács and Herbert Marcuse and represent a thoroughgoing reconceptualization of the dialectics of revolution. In this article I submit these arguments to the test of a fine grained textual analysis. I conclude, opposite to the Hegelian-Marxist narrative, that Lenin neither intended to nor accomplished a refoundation of Marxist dialectics in 1914. The notion of quantity-quality leaps Lenin adds to his works.. (shrink)

Pornography is no longer an activity confined to a small group of individuals or the privacy of one’s home. Rather, it has permeated modern culture, including the work environment. Given the pervasive nature of pornography, we study how viewing pornography affects unethical behavior at work. Using survey data from a sample that approximates a nationally representative sample in terms of demographics, we find a positive correlation between viewing pornography and intended unethical behavior. We then conduct an experiment to provide causal (...) evidence. The experiment confirms the survey—consuming pornography causes individuals to be less ethical. We find that this relationship is mediated by increased moral disengagement from dehumanization of others due to viewing pornography. Combined, our results suggest that choosing to consume pornography causes individuals to behave less ethically. Because unethical employee behavior has been linked to numerous negative organization outcomes including fraud, collusion, and other self-serving behaviors, our results have implications for most societal organizations. (shrink)

A group of seven short late Old Babylonian texts, written in Akkadian, found in the early twentieth century in a grave in Susa, form the focus of this paper. The texts, which have attracted much scholarly attention since their publication in 1916 by Jean-Vincent Scheil, have until now not been collated. They are presented here with improved readings, a new translation, and extensive commentary. The mention in two of the texts of an alleged chthonic “weigher” is philologically disproved: psychostasia, the (...) weighing of souls, did not exist in ancient Mesopotamian religion. The suggestion of some scholars that these Old Babylonian Akkadian texts are witnesses to Elamite, or even Iranian, belief in the weighing of souls is methodically refuted. The nature of the seven so-called Susa Funerary Texts is discussed, demonstrating their close contacts to two other well-known Mesopotamian genres—personal prayers and reports of oracular or prophetic visions. Finally, the question of their unusual find spot, viz., in a grave, is discussed and the possibility raised that this peculiar location is a result of the texts’ magical function. (shrink)

This article contends that theological training supported by effective mentoring can contribute to the shaping of theology students in terms of their spiritual growth, character development and ministry formation. It is further argued that mentoring as a supportive pedagogy needs to be an essential element of theological education. Subsequently, guidelines for making mentoring an effective pedagogy in theological training are proposed. A lot has been written about mentoring; however this article focuses on the use of mentoring as a supportive pedagogy (...) in denominational seminaries as a means of fostering the holistic development of theology students. (shrink)

Common nouns and noun phrases have usually been analyzed semantically as predicates. In quantified sentences, these predicates take variables as arguments. This paper develops and defends an analysis in which common nouns and noun phrases themselves are treated as variables, rather than as predicates taking variables as arguments. Several apparent challenges for this view will be addressed, including the modal non-rigidity of common nouns. Two major advantages to treating common nouns as variables will be presented: Such an analysis predicts that (...) all nominal quantification is conservative, rather than requiring conservativity to be stipulated as a constraint on determiner denotations; and it makes possible some improvements to the analysis of the temperature paradox, allowing for quantificational examples without adding a spurious layer of modal variability. (shrink)

This article takes issue with interpretations of Foucault’s thought that understand power and resistance as forces working in opposition to one another to fix and dissolve or construct and deconstruct social identities. Starting from the theme of dispersion presented in The Archaeology of Knowledge, it maintains that, for Foucault, power works only in a dispersive manner and that identities are not so much substantialities produced by power as simulacra that appear on the surface of a very different dynamic. Resistance, in (...) turn, is not a force opposed to power but rather a consequence of the disjunctive nature of power relations themselves. Using this reconceived dynamic of power and resistance, the article revisits Foucault’s understanding of disciplinary society and the micropolitics of the care of the self, and argues that, although Foucault has been deployed in political theory to show that identities are both necessary and problematic, his work in fact points to a politics and ethics that strives to dispense with this necessity altogether. (shrink)

In a recent article Duncan Purves, Ryan Jenkins, and B. J. Strawser argue that in order for a decision in war to be just, or indeed the decision to resort to war to be just, it must be the case that the decision is made for the right reasons. Furthermore, they argue that this requirement holds regardless of how much good is produced by said action. In this essay I argue that their argument is flawed, in that it mistakes what (...) makes an agent morally good for what makes an act morally good. I argue that the main thrust of Purves et al.’s argument in fact undermines the conclusion they wish to draw, and that the reasons for one’s action do not make an in principle difference to the morality of actions in war. I further argue that this position undermines the traditional ad bellum just war constraint of right intention, and that the morality of actions in war is, at core, only concerned with outcomes. I conclude by clarifying that one’s reasons for action do in fact matter when deciding to enter war or kill in war, but only because one’s reasons significantly impact the way in which one acts. The purpose of this paper is to clear the theoretical space by showing why intentions/reasons do not in principle matter when assessing the morality of war (or killing), but this should not be taken as an argument that we should ignore intentions/reasons altogether. (shrink)

Drawing on a documentary analysis of two socioeconomic policy programs, one Flemish (“Vlaanderen in Actie”), the other Walloon (“Marshall Plans”), and a discourse analysis of how these programs are received in one Flemish and one Francophone quality newspaper, this article illustrates how Flanders and Wallonia both seek to become top-performing knowledge-based economies (KBEs). The article discerns a number of discursive repertoires, such as “Catching up,” which policy actors draw on to legitimize or question the transformation of Flanders and Wallonia into (...) KBEs. The “Catching up” repertoire places Flanders resolutely ahead of Wallonia in the global race toward knowledge, excellence, and growth, but suggests that Wallonia may, in due course, overtake Flanders as a top competitive region. Given the expectations and fears that “Catching up” evokes among Flemish and Walloon policy actors, the repertoire serves these actors as a flexible discursive resource to make sense of, and shape, their collective futures and their regional identities. The article’s findings underline the simultaneity of, and the interplay between, globalizing forces and particularizing tendencies, as Flanders and Wallonia develop with a global KBE in region-specific ways. (shrink)

We connect Bermúdez's arguments to previous theorizing about “leaky” rationality, emphasizing that the decision process (including decision frames) “leaks” into the experience of decision outcomes. We suggest that the implications of Bermúdez's analysis are broadly applicable to the study of virtually all real-world decision making, and that the field needs a substantive and not just a formal theory of rationality.

Normal 0 false false false EN-CA X-NONE X-NONE The purpose of this paper is to reconstruct Hilary Kornblith’s argument for excluding conceptual analysis from epistemological inquiry, and then provide three objections to it. More specifically, Kornblith argues that epistemological properties such as ‘knowledge’ reduce to natural kinds which can only be discovered and investigated using the a posteriori methods of the natural sciences. Thus, he continues, conceptual analysis can’t properly illuminate the target domain. The three objections to Kornblith’s argument which (...) I present are as follows: Multiple Realizeability, Psychological Explanation, Starting Points. On strength of these objections, I conclude that Kornblith’s brand of a posteriori epistemology both eliminates our ability to make epistemic evaluations in general, and also implies a strong form of scepticism. /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi;}. (shrink)

Boyer's formulation neglects that humans are embodied agents. It is a biological imperative to distinguish self from other. Ownership of ideas, bodies, objects, and locations is an inevitable extension of this. We argue that (1) the body's capability influences the inputs that guide future actions, and (2) bodies in action influence all of cognition, from perception to decision making.

This article challenges the idea that individual and collective agency require centred, fixed identities to be efficacious and meaningful. In post-foundational political thought, this idea frequently underpins an understanding of the subject as something temporarily consolidated through constitutive exclusions and a claim that political and ethical thought must negotiate the necessity for and inevitable failure of these exclusions. Against this thesis, the article presents a reading of Nietzsche’s analysis of the drives and their relation to the ego, holding that for (...) Nietzsche drives are synthesized into a complex but still dispersed assemblage that generates the illusion of unity in the form of an ego or ‘I’. For Nietzsche, the article argues, concrete agency is located in this assemblage of differences, the semblance of a centre being important in the coordination of these differences, but having no causal efficacy itself. The article concludes by examining whether Nietzsche falls into a variant of the ‘homunculus problem’ before turning to the doctrine of eternal return and showing how Nietzsche links his ethics to using the semblance of identity in order to overcome the need to link subjectivity to identity. (shrink)

This paper argues that Nietzsche presents an ontology of excess that, by problematizing the logic of identity, can positively contribute to democratic theory and practice. This ontology is missed by a wide range of interpreters who try to depoliticize Nietzsche's thought, align it with the agonisms of contemporary mass democracy, or re-align it with an aristocratic politics of fixed hierarchy. While Nietzsche himself may not extend this ontology onto the political domain, the writings of Foucault, and Deleuze and Guattari demonstrate (...) how it can provide greater appreciation of the subtleties and complexities of power relations that operate at a micropolitical level. (shrink)