As systems based on opaque Artificial Intelligence (AI) continue to flourish in diverse real-world applications, understanding these black box models has become paramount. In response, Explainable AI (XAI) has emerged as a field of research with practical and ethical benefits across various domains. This paper not only highlights the advancements in XAI and its application in real-world scenarios but also addresses the ongoing challenges within XAI, emphasizing the need for broader perspectives and collaborative efforts. We bring together experts from diverse (...) fields to identify open problems, striving to synchronize research agendas and accelerate XAI in practical applications. By fostering collaborative discussion and interdisciplinary cooperation, we aim to propel XAI forward, contributing to its continued success. Our goal is to put forward a comprehensive proposal for advancing XAI. To achieve this goal, we present a manifesto of 27 open problems categorized into nine categories. These challenges encapsulate the complexities and nuances of XAI and offer a road map for future research. For each problem, we provide promising research directions in the hope of harnessing the collective intelligence of interested stakeholders. (shrink)

For the last several decades, dispositional properties have been one of the main topics in metaphysics. Still, however, there is little agreement among contemporary metaphysicians on the nature of dispositional properties. Apparently, though, the majority of them have reached the consensus that dispositional ascriptions cannot be analysed in terms of simple counterfactual conditionals. In this paper it will be brought to light that this consensus is wrong. Specifically, I will argue that the simple conditional analysis of dispositions, which is generally (...) thought to be dead, is in fact an adequate analysis of dispositions. I will go on to discuss Mumford’s view of dispositions from the perspective of the simple conditional analysis of dispositions. (shrink)

Manley and Wasserman criticize the conditional analysis of dispositions, arguing that whilst it invites the ‘strategy of getting specific’, this strategy creates more problems than it solves. I show that their understanding both of the phenomenon of masking and also of the strategy of getting specific is deeply defective, which wreaks havoc with their principal critique of the conditional analysis of dispositions.

The central theme of this paper is the dispositional/categorical distinction that has been one of the top agendas in contemporary metaphysics. I will first develop from my semantic account of dispositions what I think the correct formulation of the dispositional/categorical distinction in terms of counterfactual conditionals. It will be argued that my formulation does not have the shortcomings that have plagued previously proposed ones. Then I will turn my attention to one of its consequences, the thesis that dispositional properties are (...) not susceptible to intrinsic finks. This thesis was first advanced by me and has ever since stirred up a big controversy, endorsed by some philosophers like Handfield, Bird, and Cohen but rejected by others like Clarke and Fara. Against this background, I will remedy my defense of the impossibility of intrinsically finkable dispositions and then refute some of apparently powerful criticisms of it. And so the upshot is that it is much more reasonable to hold on to the thesis that dispositions are intrinsically unfinkable. This will have the effect of putting the dispositional/categorical distinction on firmer and more secure ground. (shrink)

The idea that dispositions are an intrinsic matter has been popular among contemporary philosophers of dispositions. In this paper I will first state this idea as exactly as possible. I will then examine whether it poses any threat to the two current versions of the conditional analysis of dispositions, namely, the simple and reformed conditional analysis of dispositions. The upshot is that the intrinsic nature of dispositions, when properly understood, doesn't spell trouble for either of the two versions of the (...) conditional analysis of dispositions. Along the way, I will propose an extensionally correct and practically useful criterion for identifying nomically intrinsic dispositions and criticize one objection raised by Lewis against the simple conditional analysis of dispositions. (shrink)

The lack of attention to sustainability, as a concept with multiple dimensions, has presented a developmental gap in green marketing literature, sustainability, and marketing literature for decades. Based on the established premise of customer–corporate (C–C) identification, in which consumers respond favorably to companies with corporate social responsibility initiatives that they identify with, we propose that consumers would respond similarly to companies with sustainability initiatives. We postulate that consumers care about protecting and preserving favorable economic environments (an economic dimension of sustainability) (...) as much as they care about natural environments. Thus, we investigate how two sustainability dimensions (i.e., environmental and economic) and price can influence consumer responses. Using an experimental method, we demonstrate that consumers favor sustainability in both dimensions by giving positive evaluations of the company and purchase intent. In addition, consumers respond more negatively to poor company sustainability than to high company sustainability. In comparison, consumers respond more negatively to the company’s poor commitment to caring for the environment than to the company’s poor commitment to economic sustainability. We also find that consumers do not respond favorably to low prices when they have information about the firm’s poor environmental sustainability. Finally, we find support for an interaction effect between consumer support for sustainability and corporate sustainability; that is, consumers evaluate a company more favorably if the company shares the consumers’ social causes. Overall, we conclude, from our empirical study, support for the idea that consumers do respond to multiple dimensions of sustainability. (shrink)

Why would God institute the practice of efficacious petitionary prayer? Why would God not simply give us what we need before we ask? I examine recently proposed solutions to this puzzle and argue that they are inadequate to explain why an omniscient and perfectly good God would act differently in response to prayer. I propose that God has reasons to not always maximize a creature’s good, even in a sinless world, and that petitionary prayer functions as a means to reward (...) those who trust God, to enable us to actively love those we cannot otherwise help, and to give the petitioner personal evidence of God’s existence and care for her, creating a virtuous cycle of increasing faith. I refine this proposal by responding to several objections involving human responsibility and the epistemology of divine action. Along the way, I offer several ways petitioners can recognize God’s having answered a prayer and how God might help us with some common obstacles to prayer. (shrink)

What are the effects of word-by-word predictability on sentence processing times during the natural reading of a text? Although information complexity metrics such as surprisal and entropy reduction have been useful in addressing this question, these metrics tend to be estimated using computational language models, which require some degree of commitment to a particular theory of language processing. Taking a different approach, this study implemented a large-scale cumulative cloze task to collect word-by-word predictability data for 40 passages and compute surprisal (...) and entropy reduction values in a theory-neutral manner. A separate group of participants read the same texts while their eye movements were recorded. Results showed that increases in surprisal and entropy reduction were both associated with increases in reading times. Furthermore, these effects did not depend on the global difficulty of the text. The findings suggest that surprisal and entropy reduction independently contribute to variation in reading times, as these metrics seem to capture different aspects of lexical predictability. (shrink)

The present paper traces the trajectory of the development of Husserl’s phenomenology from its incipient eidetic phase over the transcendental to the lifeworld-phenomenological, and ascertains that, in spite of all their complexities, the idea of Zu den Sachen selbst is the very objective of all those ‘phenomenological’ investigations. The search after the ‘immediately given’ (Vorgegebenheiten) finally discovers that the concrete cultural life-worlds are the authentically ‘immediately pre-given’ and all kinds of knowledge and sciences (higher cultural configurations) are nothing but idealizations (...) of those floor-like concrete life-worlds. Phenomenology previously as rigorous first science is now re-oriented as phenomenology as rigorous (i.e., transcendental) regional studies. Transcendental regional studies (i.e., life-world phenomenology), I’d like to argue, is the very key to the resolution of the ambiguities of the concept of life-world as well as the key to the understanding of the vague future direction of phenomenological philosophizing that Husserl himself left open. (shrink)

In this paper I will first consider Bird's cases against the conditional analysis of dispositions and defend them from Gundersen's objection. This does not mean that I believe that Bird's cases are successful. To the contrary, I take it that we can save the conditional analysis from Bird's cases by taking Lewis's two-step approach to dispositions. However, I will go on to argue that if Bird's cases are supplemented with the assumption that dispositions are intrinsic matter, they are able to (...) do what they are intended to do. (shrink)

This study investigated the relative contribution of perception/cognition and language-specific semantics in nonverbal categorization of spatial relations. English and Korean speakers completed a video-based similarity judgment task involving containment, support, tight fit, and loose fit. Both perception/cognition and language served as resources for categorization, and allocation between the two depended on the target relation and the features contrasted in the choices. Whereas perceptual/cognitive salience for containment and tight-fit features guided categorization in many contexts, language-specific semantics influenced categorization where the two (...) features competed for similarity judgment and when the target relation was tight support, a domain where spatial relations are perceptually diverse. In the latter contexts, each group categorized more in line with semantics of their language, that is, containment/support for English and tight/loose fit for Korean. We conclude that language guides spatial categorization when perception/cognition alone is not sufficient. In this way, language is an integral part of our cognitive domain of space. (shrink)

Lewis claims that Martin’s cases indeed refute the simple conditional analysis of dispositions and proposes the reformed conditional analysis that is purported to overcome them. In this paper I will first argue that Lewis’s defense of the reformed analysis can be understood to invoke the concepts of disposition-specific stimulus and manifestation. I will go on to argue that advocates of the simple analysis, just like Lewis, can also defend their analysis from alleged counterexamples including Martin’s cases by invoking the concepts (...) of disposition-specific stimulus and manifestation. This means that Lewis’s own necessary defense of the reformed analysis invalidates his motivation of it. Finally, I will argue that we have a good reason to favor the simple analysis over Lewis’s analysis. (shrink)

In this paper, I am going to ask what the general criteria for identity are and exactly how essence is related to that. Two notions are related to this question: Essential properties (necessary properties) and individual essences. Only the notion of individual essence has been involved in the criteria of transworld identity. The disputes of transworld have centered on the intrinsic properties necessarily connected to thisness. Through introducing a notion of part-rigidity, however, we can see that there can be an (...) entity that does not have an individual essence as an intrinsic property necessarily connected to thisness, the non-part-rigid structure. Being this structure is an intrinsic property that is relational and compositional. An entity that has a relational and compositional intrinsic property as its necessary property seems to have no individual essence. For this kind of entities, just an essential property (or a necessary property) is involved in the criteria of transworldidentity. (shrink)

Tandis que « Matière et mémoire » de Bergson est aujourd’hui bien connu et relativement bien analysé, « Les maladies de la mémoire » de Ribot est presque oublié malgré son originalité et nouveauté dans l’histoire de la philosophie. Mais dans le domaine de la science, notamment dans des recherches sur la mémoire, la pensée de Ribot est toujours vivante. Dans cet article, nous voulons d’abord voir la relation entre deux pensées sur la mémoire, celle de Ribot et celle de (...) Bergson, et ensuite nous vérifierons comment traiter aujourd’hui l’héritage de la pensée de Ribot et de Bergson dans le domaine de la philosophie et de la science. A travers ces recherches, nous allons comprendre que le désaccord de Bergson avec Ribot vient de la différence méthodologique entre deux philosophes et que cette différence suscite deux pensées complètement différentes l’une à l’autre. (shrink)

In this paper I will discuss Richard Holton’s defence of dispositionalism that all properties are essentially dispositional. By way of countering the objection that dispositionalism generates an infinite regress, Holton attempts to advance a consistent model of possible worlds where all truths are dispositional truths. But I will argue that the simple conditional analysis of dispositions, on which Holton’s model is built, is so mistaken that Holton’s model fails to serve his goal. What is more, it is not likely that (...) we can successfully materialize the driving idea of Holton’s model on an appropriately revised version of the conditional analysis of dispositions. Finally, I will discuss the lesson on the methodology of philosophy that we can learn from Holton’s failure. (shrink)

This study explores how and when ethical leadership predicts three forms of team-level creativity, namely team creativity, average of member creativity, and dispersion of member creativity. The results, based on 230 members of 44 knowledge work teams from Chinese organizations, showed that ethical leadership was positively related to team creativity and average of member creativity but was negatively related to dispersion of member creativity. Consistent with the predictions of uncertainty reduction theory, psychological safety climate mediated the relationship between ethical leadership (...) and the three forms of team-level creativity. Furthermore, supervisor support for creativity positively moderated the effect of ethical leadership on psychological safety climate and the indirect effects of ethical leadership on the three forms of team-level creativity through psychological safety climate. The analysis offers significant theoretical and practical implications on ethical leadership and creativity in organizations. (shrink)

In this paper I put forward a counterexample against Lewis’s reformed conditional analysis of fragility and then refute a possible response by Lewis. And I go on to argue that Lewis can overcome the counterexample by excluding fragility-mimickers from the stimulus appropriate to the concept of fragility.

Yu Kil-chun (1856–1914) was a pioneering theorist in Korea’s Patriotic Enlightenment Movement. Through works such as Sŏyu kyŏnmun, he proposed a new path for the development of Korean civilization. Yu’s encounter with Pak Kyu-su in his early years prompted his interest in Western civilization. He soon decided to study abroad and experience the Japanese and American civilizations first-hand. Based on his experiences, Yu proposed a general blueprint for political reform during the Kabo Reform of 1894. In 1908, he initiated a (...) political reform movement at the provincial level by organizing two groups named Hŭngsadan and Hansŏng Puminhoe. Subsequently, Yu Kil-chun’s enlightenment theory and writings on reform were regarded as a classical model that helped to initiate the modernization of Korea. However, the existing literature concerning Yu’s work exaggerates the progressive role he played and overlooks the logical contradictions and limitations inherent in his ideas. In this article, I conclude that the contradictions in Yu Kil-chun’s enlightenment theory stem from his moral understanding of civilization and the rights of the people. As a result, the project he envisioned ‘to make all people gentlemen’ ultimately focused on how to raise Confucian subjects of an empire rather than how to cultivate modern citizens. (shrink)

Using a unique data set of causal usage drawn from research articles published between 2006–2008 in the American Journal of Sociology and American Sociological Review, this article offers an empirical assessment of causality in American sociology. Testing various aspects of what we consider the conventional wisdom on causality in the discipline, we find that “variablistic” or “covering law” models are not the dominant way of making causal claims, research methods affect but do not determine causal usage, and the use of (...) explicit causal language and the concept of “mechanisms” to make causal claims is limited. Instead, we find that metaphors and metaphoric reasoning are fundamental for causal claims-making in the discipline. On this basis, we define three dominant causal types used in sociology today, which we label the Probabilistic, Initiating and Conditioning types. We theorize this outcome as demonstrating the primary role that cognitive models play in providing inference-rich metaphors that allow sociologists to map causal relationships on to empirical processes. (shrink)

The most valuable finding of my first sightseeing trip was that medieval Europe was the seat of Christendom and that Christianity defines the West. I was amazed to see that Europe reveals so much of its past. I had not had such an experience in the United States, where I had lived as a student and then as a professor of economics.As I glimpsed the West, I found myself rediscovering Confucian civilization and how much I am still Confucian, although I (...) was born into a Presbyterian family in Korea. But then, Korea is the most Confucian country. Curious about the West since my first trip, whenever I can I have toured Europe in search of the meaning of the West.While travelling in Europe, my mind often jumps back to my early life in Korea and Japan. I am struck by the vivid contrast in appearance between medieval European towns and Asian towns, which were grey and as flat as pancakes. Medieval towns are stony and solid. Nothing is flimsy. Shaped by spires, domes, and towers, a European town's silhouette rises and falls like a stock market graph. Europeans obviously loved the vertical emphasis. A traveller can see either a soaring church tower or a castle keep miles away on the horizon. Churches predominate, as if to emphasize that the main business of the town is the worship and glorification of God. (shrink)

The condition, known as mirror-touch synesthesia, is related to the activity of mirror neurons, cells recently discovered to fire not only when some animals perform some behavior, such as climbing a tree, but also when they watch another animal do the behavior. For "synesthetes," it's as if their mirror neurons are on overdrive.

Horizontal gene transfer advances bacterial evolution. To benefit from horizontally acquired genes, enteric bacteria must overcome silencing caused when the widespread heat‐stable nucleoid structuring (H‐NS) protein binds to AT‐rich horizontally acquired genes. This ability had previously been ascribed to both anti‐silencing proteins outcompeting H‐NS for binding to AT‐rich DNA and RNA polymerase initiating transcription from alternative promoters. However, we now know that pathogenic Salmonella enterica serovar Typhimurium and commensal Escherichia coli break down H‐NS when this silencer is not bound to (...) DNA. Curiously, both species use the same protease – Lon – to destroy H‐NS in distinct environments. Anti‐silencing proteins promote the expression of horizontally acquired genes without binding to them by displacing H‐NS from AT‐rich DNA, thus leaving H‐NS susceptible to proteolysis and decreasing H‐NS amounts overall. Conserved amino acid sequences in the Lon protease and H‐NS cleavage site suggest that diverse bacteria degrade H‐NS to exploit horizontally acquired genes. (shrink)

When Western Christianity came to Asia, it merged with Eastern religions and histories and developed very differently in different places. Today Asian women in each country build up very unique images of God. They practice Eastern forms of worship and liturgical rites, and do indigenized theologies. They simultaneously try to find their own ways of naming, imaging, believing in and communicating with their own God. Korean Christianity has inherited many images of God from Western Christian doctrines and theologies. However, when (...) it meets and merges with Koreanized Buddhism, Confucianism, and Shamanism, some of the images of God in Christianity are transformed and re-imagined in Korean women's social cultural and religious contexts. As an Asian woman, especially a Korean woman, I would like to introduce one of the many Asian women's theologies, Korean women's images of God. It cannot represent all Asian women's ways of doing theologies, but it will give some clues to show how Asian women do theologies in their own context. In particular, I will examine three images of God that demonstrate how Western Christianity and Eastern religions meet and are transformed in Korean Christian women's living contexts. (shrink)

Ideological indoctrination is explicit and pervasive in China, with the school curriculum used to mould the spirit and character of adolescents, fulfilling ideological and political purposes. But the exact content varies over time. Comparing two versions of textbooks published in 1997 and 2005, this paper depicts the continuities and change in the curricular discourses centred on the notion of ‘good citizen’. While keeping the official status of socialism and the Party leadership untouched, the new textbooks soften the presentation and packaging (...) of the ideological content, very much in tandem with the soft authoritarianism practised since the post‐Deng era when China has been deeply involved in the processes of marketisation, liberalisation and globalisation. The new textbooks also adopt a stance of greater reconciliation with human rights and global citizenship. While being granted more autonomy and rights, young citizens are still expected to shoulder the mission of national revival and socialist modernisation—very much derived from official policies. (shrink)