Causal reasoning and game-theoretic reasoning are fundamental topics in artificial intelligence, among many other disciplines: this paper is concerned with their intersection. Despite their importance, a formal framework that supports both these forms of reasoning has, until now, been lacking. We offer a solution in the form of (structural) causal games, which can be seen as extending Pearl's causal hierarchy to the game-theoretic domain, or as extending Koller and Milch's multi-agent influence diagrams to the causal domain. We then consider three (...) key questions: i) How can the (causal) dependencies in games - either between variables, or between strategies - be modelled in a uniform, principled manner? ii) How may causal queries be computed in causal games, and what assumptions does this require? iii) How do causal games compare to existing formalisms? To address question i), we introduce mechanised games, which encode dependencies between agents' decision rules and the distributions governing the game. In response to question ii), we present definitions of predictions, interventions, and counterfactuals, and discuss the assumptions required for each. Regarding question iii), we describe correspondences between causal games and other formalisms, and explain how causal games can be used to answer queries that other causal or game-theoretic models do not support. Finally, we highlight possible applications of causal games, aided by an extensive open-source Python library. (shrink)

On the dominant interpretation, Schopenhauer possesses a will to will view of boredom: boredom consists in the dissatisfaction of a second-order desire to pursue objects of first-order desire. I ch...

Machine ethics and robot rights are quickly becoming hot topics in artificial intelligence and robotics communities. We will argue that attempts to attribute moral agency and assign rights to all intelligent machines are misguided, whether applied to infrahuman or superhuman AIs, as are proposals to limit the negative effects of AIs by constraining their behavior. As an alternative, we propose a new science of safety engineering for intelligent artificial agents based on maximizing for what humans value. In particular, we challenge (...) the scientific community to develop intelligent systems that have human-friendly values that they provably retain, even under recursive self-improvement. (shrink)

This article has two main goals: to examine and classify the ways data can be used to advance normative theorizing in political theory, and to demonstrate such usages in the contested disciplinary field of religion–state relations and specifically regarding the hotly debated model of the separation of religion and state. Regarding the former, it is suggested here that the general observation that evaluation of political institutions must rely on proper understanding of such institutions and hence be data-sensitive, can be further (...) detailed or classified, via the following categories: conversion, institutional clarity, theoretical clarity and finally, theory improvement. With regard to the latter we examine how data regarding religion–state relations enables a better understanding (via the noted novel classifications or categories) of two important debates: ‘delineation’ (i.e. the argument that pure separation of religion and state does not exist) and ‘separation-establishment’ (i.e. arguing that models other than separation are permissible in religion–state relations). (shrink)

This article has two main goals: to examine and classify the ways data can be used to advance normative theorizing in political theory, and to demonstrate such usages in the contested disciplinary field of religion–state relations and specifically regarding the hotly debated model of the separation of religion and state. Regarding the former, it is suggested here that the general observation that evaluation of political institutions must rely on proper understanding of such institutions and hence be data-sensitive, can be further (...) detailed or classified, via the following categories: conversion, institutional clarity, theoretical clarity and finally, theory improvement. With regard to the latter we examine how data regarding religion–state relations enables a better understanding (via the noted novel classifications or categories) of two important debates: ‘delineation’ (i.e. the argument that pure separation of religion and state does not exist) and ‘separation-establishment’ (i.e. arguing that models other than separation are permissible in religion–state relations). (shrink)

Mill defines utilitarianism as the combination of a “theory of life” and a moral claim: only pleasure and freedom from pain are desirable as ends, and the promotion of happiness is the sole goal of moral action. So defined, utilitarianism is open to ad hominem pessimistic objection: a “theory of life” which entails the impossibility of happiness fits poorly with a morality centered on its promotion. The first two challenges Mill confronts in Utilitarianism share this pessimistic structure. Interestingly, however, these (...) challenges paint inverted pictures of the best utilitarian life: one suggests this life is satisfying but ignoble, the other that it is noble but unsatisfying. I explain Mill's treatment of both challenges as genuinely pessimistic interpretations of utilitarianism's “theory of life.” Read through the lens of Mill's engagement with pessimism, these challenges point to distinctive conceptions of dignity and satisfaction that play a significant role in Mill's ethics. (shrink)

\noindent\textbf{Introduction} Online interventions hold great potential for Therapeutic Change Process Research (TCPR), a field that aims to relate in-therapeutic change processes to the outcomes of interventions. Online a client is treated essentially through the language their counsellor uses, therefore the verbal interaction contains many important ingredients that bring about change. TCPR faces two challenges: how to derive meaningful change processes from texts, and secondly, how to assess these complex, varied and multi-layered processes? We advocate the use text mining and multi-level (...) models (MLMs): the former offers tools and methods to discovers patterns in texts; the latter can analyse these change processes as outcomes that vary at multiple levels. \noindent\textbf{Method} We (re-)used the data from \cite{Lamers2015} because it includes outcomes and the complete online intervention for clients with mild depressive symptoms. We used text mining to obtain basic text-variables from e-mails, that we analysed through MLMs. \noindent\textbf{Results} We found that we could relate outcomes of interventions to variables containing text-information. We conclude that we can indeed bridge text mining and MLMs for TCPR as it was possible to relate text-information (obtained through text mining) to multi-levelled TCPR outcomes (using a MLM). \noindent\textbf{Discussion} Text mining can be helpful to obtain change processes, which is also the main challenge for TCPR. We showed how MLMs and text mining can be combined, but our proposition leaves open how to obtain the most relevant textual operationalization of TCPR concepts. That requires interdisciplinary collaboration and discussion. The future does look bright: based on our proof-of-concept study we conclude that MLMs and text mining can indeed advance TCPR. (shrink)

Schopenhauer repeatedly claims that all pleasure is negative, and this view seems to play key roles throughout his work. Nonetheless, many scholars have argued that Schopenhauer actually acknowledges certain positive pleasures. Two major arguments have been offered for this reading, one focused on the link between Schopenhauer's view of pleasure and Plato's, and one focused on Schopenhauer's distinction between two components of aesthetic pleasure. I argue that neither way of motivating the positive pleasure reading succeeds. Both overlook a key aspect (...) of Schopenhauer's account: namely, his suggestion that there are two distinct kinds of negative pleasure, pleasures of satisfaction and pleasures of distraction. When Schopenhauer claims that all pleasure is negative, he means it. (shrink)

While there had still been an increasing flow of foreign direct investment (FDI) into China during the 2002 downturn in FDI globally, such investments have historically been only sporadically successful. Much writing has detailed and discussed problems associated with China FDI but several costs remain dangerously overlooked. One such cost is that of micro-monitoring plants for work conditions and employee treatment in violation of local Chinese laws and possible home country ethics. Further, a more personal cost is presented – the (...) personal cost associated with maintaining an investment in a facility that violates standards of ethical employee treatment. Background information related to these issues is presented, along with a general overview of FDI in China. (shrink)

Tarski's manner of defining truth is generally considered highly significant. About why, there is less consensus. I argue first, that in his truth-definitions Tarski was trying to solve a set of philosophical problems; second, that he solved them successfully; third, that all of these that are simply problems about defining truth are as well or better solved by a simpler account of truth. But one of his crucial problems remains: to give an account of validity, one requires an account not (...) just of truth but of truth under varying interpretations. Tarski's account has the merit of generalizing to this, to model theory and to abstract algebra. (shrink)

Book reviewed in this article:F.H. Bradley, Collected Works Volumes 1–5.

The variety of nature presents a challenge for ecologists. Individual organisms differ from one another in ways both obvious and subtle, even if they’re members of the same species living in the same location. Different populations, species, communities, ecosystems, biomes, habitats, food webs, etc. also differ from another. What, if anything, can be said in general about ecological systems and how they work? If there are generalities in ecology, do they take the form of exceptionless “laws of nature” analogous to (...) the laws of physics? Or do they take some other form? Should ecologists even try to identify ecological generalities? If so, how? The variety of nature is matched by the variety of ecologists’ answers to those questions. I will suggest that all of their answers are right—sometimes. Here I propose a taxonomy of the many different “roads to generality” in ecology: the various different kinds of “generality” that ecologists seek. I argue that each road to generality is valuable in its own way, but that different roads are useful in different contexts and for different purposes. Different roads to generality thus can be complementary to one another, and it would be a mistake for the field of ecology as a whole to focus exclusively on any one of them. (shrink)

Creating a single national health insurance pool is not likely to destabilize the economy by supplanting the private health insurance industry. This industry insures a relatively small percentage of the population and holds very little of the risk such insurance implies. In effect, insurance companies function as middlemen, bundling risk packages to distribute to other, larger companies and so serve a limited purpose. Were insurers to handle claims for a national pool as they do for the Medicare program, any destabilization (...) to the economy more broadly would be further minimized. (shrink)

It has long been known that the red blood cell contains a membrane skeleton that stabilizes the plasma membrane, determines its shape, and regulates the lateral distribution of the membrane glyco‐proteins to which it is attached. The way in which these functions are regulated in other cells has not been understood. It has now been shown that platelets also contain a membrane skeleton. In contrast to the membrane skeleton of the red blood cell, the platelet membrane skeleton has actin‐binding protein, (...) not spectrin, as a major component. The platelet membrane skeleton regulates the same cellular functions as the red blood cell membrane skeleton. Other cells may contain a membrane skeleton that is critical to their viability and normal functioning. (shrink)

ABSTRACTWe investigated the impact of emotions on learning vocabulary in an unfamiliar language to better understand affective influences in foreign language acquisition. Seventy native English speakers learned new vocabulary in either a negative or a neutral emotional state. Participants also completed two sets of working memory tasks to examine the potential mediating role of working memory. Results revealed that participants exposed to negative stimuli exhibited difficulty in retrieving and correctly pairing English words with Indonesian words, as reflected in a lower (...) performance on the prompted recall tests and the free recall measure. Emotional induction did not change working memory scores from pre to post manipulation. This suggests working memory could not explain the reduced vocabulary learning in the negative group. We argue that negative mood can adversely affect language learning by suppressing aspects of native-language processing and impeding form-meaning mapping with second language words. (shrink)

Absurdist accounts of life’s meaning posit that life is absurd because our pretensions regarding its meaning conflict with the actual or perceived reality of the situation. Relationary accounts posit that contingent things gain their meaning only from their relationship to other meaningful things. I take a detailed look at the two types of account, and, proceeding under the assumption that they are correct, combine them to see what the implications of such a combination might be. I conclude that another way (...) of looking at the absurdity of life is to see it as a conflict between our dual beliefs that there exist intrinsically meaningful contingent things, and that contingent things may only gain their meaning extrinsically through their relationships to other meaningful things. In this way, I provide another lens through which feelings of life’s absurdity may be interpreted and analysed: as the conflict between the simultaneous beliefs in both intrinsically and relationally meaningful contingent things. Looking through this lens gives us an entirely different framework for analysing life’s absurdity than that which Nagel described in 1971, providing opportunity for more potential avenues of analysis and discussion. (shrink)

What I call the minimal notion of truth is just that which the redundancy thesis claims suffices for all legitimate purposes. I argue that the minimal notion is legitimate and useful whatever one's preferred theory of truth. I rebut some arguments against the redundancy thesis which are in effect arguments against the legitimacy of the minimal notion. Finally I compare the minimal notion with a slightly stronger notion I call the semiminimal notion, and argue that this does issue a refutation (...) of the redundancy thesis as I have defined it. (shrink)

Nietzsche suggests that part of what it is to experience something as beautiful is to experience it as beneficial in the highest degree. He defends this claim by suggesting that it alone captures the experience of beauty typical of artists. I argue that this is best understood as pointing to an explanatory argument: Nietzsche takes his view to make sense of an effect beautiful objects have on artists. This effect is, I suggest, gratitude. Beautiful objects inspire feelings of gratitude within (...) artists, moving them to create works of art celebrating those objects as a form of thanksgiving. Insofar as gratitude is typically generated by objects viewed as beneficial, Nietzsche’s view of beauty is well-positioned to explain this effect. (shrink)

In the Euthydemus, Socrates is presented as an eager student of seemingly trivial arts, earning derision both for desiring to master the peculiar art of Euthydemus and Dionysodorus and for studying the harp in his old age. I explain Socrates’ interest in these apparently trivial arts by way of a novel reading of the first protreptic argument, suggesting that the wisdom Socrates praises is complex in nature, securing the happiness of its possessor only insofar as it is composed of both (...) ordinary productive knowledge and ethically productive knowledge. This reading of the first protreptic makes sense of the otherwise perplexing second protreptic, explaining why Socrates is so keen to identify an art which makes what it uses. Wisdom acts as a reliable source of benefit only insofar as it is a complex composed of multiple different arts and types of knowledge. These arts, however, can only be acquired one at a time – if no single art is capable of combining the powers of both ordinary productive knowledge and ethically productive knowledge in the way that wisdom as a whole does, then the pursuit of wisdom will fail to offer reliable benefit despite the reliably beneficial nature of its possession. Thus, it is appropriate for the Euthydemus to conclude with Socrates telling Crito to take courage and pursue philosophy despite the seemingly harmful effects that its pursuit has had on others. Euthydemus and Dionysodorus represent the danger facing the aspiring philosopher, the possibility of being ruined by independent possession of the particular kind of ordinary productive knowledge on which philosophical activity depends – verbal mastery, the grasp of subtle conceptual distinctions needed both to argumentatively reveal reality and to argumentatively obscure it, to reliably equivocate and to reliably avoid equivocation. (shrink)

Updates earlier arguments for the plausibility of the thesis that basic aspects of well being are incommensurable, a thesis central to new classical natural law theory. Responds to objections from Jonathan Crowe and Jason Brennan.

Argues for a framework understanding of the common good, one that does not depend on the existence and operation of the state, in the context of new classical natural law theory.

Mercier and Sperber (M&S) suggest that human reasoning is reflective and has evolved to support social interaction. Cognitive agents benefit from being able to reflect on their beliefs whether they are acting alone or socially. A formal framework for argumentation that has emerged from research on artificial cognitive systems that parallels M&S's proposals may shed light on mental processes that underpin social interactions.

This essay attempts to clarify certain notions that the author finds useful for the discussion of relativism and then to show what kinds of relativism about values, rationality, and truth are and are not coherent.

On first blush the Jim Crow Era may seem an odd place to locate anything meaningful about democratic, equal citizenship and the promise of the fourteenth amendment. This article argues to the contrary. The period of Jim Crow, in its negation of democratic citizenship, in fact reveals import aspects about the nature of democratic citizenship. This occurred in two ways. First, whites who implemented white supremacy implicitly understood that freedom and citizenship manifest themselves in a multiplicity of spheres, which is (...) why white supremacists sought to subordinate blacks not just politically but across all social spheres. Second, the resistance to comprehensive subordination revealed the multiplicity of the spirit of freedom and equality in actions and arguments African Americans. African Americans created spaces of democratic citizenship within the dominant culture of subordination. This article suggests that, in studying both the implementation of white supremacy and the resistance to it, we can learn more about how equal and democratic citizenship can be affirmed and implemented rather than negated, and also about the role of law as a tool for both subordination and resistance. (shrink)

Marx, the Body, and Human Nature demonstrates that prior considerations of Marx's works did not place a sufficient emphasis on the difficulties and promise of bodily experience. Fox provides a fresh 'take' on Marx, revealing how he drew on philosophers ranging from Aristotle to Feuerbach to present a much more open, dynamic and unstable conception of the body and the self. The result is a theory of human nature that is of great contemporary relevance, particularly for those interested in the (...) body and embodiment, and those who wish to contest exaggerated notions of independence and individuality. (shrink)

This collection of papers is the fourth in a series of volumes on the work of the Comparative Austronesian Project. Each paper describes a specific Austronesian locality and offers an ethnographic account of the way in which social knowledge is vested, maintained and transformed in a particular landscape. The intention of the volume is to consider common patterns in the representation of place among Austronesian-speaking populations.

Religion and Morality seeks to answer two fundamental questions regarding the relation between religion and morality. The first is the puzzle posed by Socrates, the so-called ' Euthyphro dilemma', which asks: is morality valuable by virtue of its intrinsic importance and worth, or is morality valuable because, and only because, God approves it and commands us to follow its dictates? The second question is raised by Kierkegaard in Fear and Trembling . He asks: Is a conflict between religion and morality (...) possible? Does God ever demand that we neglect our moral commitments? The discussion on these questions is divided into three parts. In the first two parts, we discuss the idea that morality depends on religion. The authors distinguish two types of dependence: strong dependence, according to which the very existence, or validity, of moral obligations depends on God's command, and weak dependence, according to which though morality itself is independent of God, God is necessary to enable human beings to know their moral duties and to carry them out. The authors reject the strong dependence thesis, as well as most versions of the weak dependence. The third part of the book discusses different versions of the view that religion might conflict with morality. The authors reject this view, and show that very few religious thinkers would follow it all the way through to its ultimate consequences. The book has implications for the philosophy of religion, in its emphasis on the centrality of the moral element in religion, and for moral philosophy, in its highlighting, among other things, of the nature of moral judgments. (shrink)

This Is A New Release Of The Original 1899 Edition.