If an AI makes a significant contribution to a research paper, should it be listed as a co-author? The current guidelines in the field have been created to reduce duplication of credit between two different authors in scientific articles. A new computer program could be identified and credited for its impact in an AI research paper that discusses an early artificial intelligence system which is currently under development at Lawrence Berkeley National. One way to imagine the future of artificial intelligence (...) is that it will be much less expensive to develop new technologies than to create new ways of thinking. Now we have done this technology, and now we go and ask why in the end it is the artificial intelligence that takes over? Well, it is not that artificial intelligence is bad, but it is not as effective as human minds or as intelligent as machine minds. Even in the past, when computers were more intelligent than humans, not all the AI programs have been so intelligent as to be intelligent enough to be called intelligent. (shrink)

How can we make rational decisions that involve transformative experiences, that is, experiences that can radically change our core preferences? L. A. Paul (2014) has argued that many decisions involving transformative experiences cannot be rational. However, Paul acknowledges that some traumatic events can be transformative experiences, but are nevertheless not an obstacle to rational decision-making. For instance, being attacked by hungry sharks would be a transformative experience, and yet, deciding not to swim with hungry sharks is (...) rational. Paul has tried to explain why decisions involving ‘sharky’ outcomes are an exception to the rule. However, her putative explanation has been criticized by Campbell and Mosquera (2020). In this paper, I offer a different solution to this problem. Roughly, I argue that transformative experiences give rise a problem for rational decision-making only if the decision can lead to satisfying some of our (new) core preferences, but can also frustrate other (new) core preferences. I also argue that agents can partially project what traumatic transformative experiences are like. (shrink)

Sometimes it is not us but those to whom we stand in special relations that face transformative choices: our friends, family, or beloved. A focus upon first-personal rational choice and agency has left crucial ethical questions regarding what we owe to those who face transformative choices largely unexplored. In this paper, I ask: under what conditions, if any, is it morally permissible to interfere with to try to prevent another from making a transformative choice? Some seemingly plausible (...) answers to this question fail precisely because they concern transformative experiences. I argue that we have a distinctive moral right to revelatory autonomy grounded in the value of autonomous self-making. If this right is outweighed then, I argue, interfering to prevent another making a transformative choice is permissible. This conditional answer lays the groundwork for a promising ethics of transformative experience. (shrink)

This paper is part of a book symposium for L. A. Paul (2014) Transformative Experience (OUP).

The purpose of the article is to reveal the scientific approach that substantiates the impact of the creation of strategic alliances (SA) on the digital transformation of business and the development of their innovative power based on identified success factors. The aim was achieved using the following methods: abstract logic and typification (for classification of SA's success factors), generalization (to determine the peculiarities of SA's influence on their innovation development), analytical and ranking method (to determine the relationship between the dynamics (...) creating of SA and the degree of acceleration of digital transformation), expert evaluation (to determine the degree of influence of SA success factors by business areas). Implementing a business-integrated approach to understanding digital transformation will accelerate implementation of innovation and organizational change, identifies future prospects for market, customer and business relationships, highlighting the importance of researching the factors that ensure their success. An alternative vision of SA’s success factors is suggested, which are determined by the possibilities the organization of partnerships and organizational culture, integration of business sectors, compatibility of management goals, external relevance, obtaining synergies. Innovation is considered by the authors as an integration factor that reconciles all groups of SA success factors, giving them the necessary focus to solve business problems. The results of the study show that the creation of SA has a significant impact on accelerating and changes priority of digital transformation of business areas involved in strategic partnerships, and the impact of SA on the development of their innovation power is crucial. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into Human Resource Management (HRM) is fundamentally transforming how organizations approach recruitment, performance management, and employee engagement. This paper explores the multifaceted impact of AI on HR practices, highlighting its role in enhancing efficiency, reducing bias, and driving strategic decision-making. Through an in-depth analysis of AI-driven recruitment tools, performance management systems, and personalized employee engagement strategies, this study examines both the opportunities and challenges associated with AI in HRM. Ethical considerations, including data privacy, (...) algorithmic bias, and the potential displacement of human jobs, are critically discussed to provide a balanced perspective on the adoption of AI technologies in the HR domain. By presenting case studies of organizations successfully leveraging AI, this paper offers insights into the future trajectory of HRM in an increasingly AI-driven world. Ultimately, the findings underscore the need for HR professionals to adapt and innovate in response to the growing influence of AI, ensuring a harmonious balance between technological advancement and the human element in the workplace. (shrink)

This paper explores how transformative experience generates decision-making problems of particular seriousness in medical settings. Potentially transformative experiences are especially likely to be encountered in medicine, and the associated decisions are confronted jointly by patients and clinicians in the context of an imbalance of power and expertise. However in such scenarios the principle of informed consent, which plays a central role in guiding clinicians, is unequal to the task. We detail how the principle’s assumptions about autonomy, rationality and (...) information handle transformative experiences poorly, appealing to several difficult cases for medical decision-making to illustrate the resulting problem, and we consider how the existing literature on complications with consent fails to offer a resolution. We argue that recognition of the problem has a role to play in achieving a more effective response to transformative decisions. In Sect. 1 we introduce several representative cases of challenging patient decision-making that clinicians might face. In Sect. 2 we detail how transformative experience has been analysed in the recent literature, before outlining in Sect. 3 the theoretical basis of the principle of informed consent, which plays a central role in how clinicians are expected to support decision-making. In Sect. 4, having laid the groundwork for a clear description, we return to the cases given in Sect. 1 to confirm how their transformative nature presents a problem: either clinicians treat the decisions faced by these patients as ‘normal’, encouraging them to focus on information provision that patients may be unable to act on, or they treat them as transformative, in which case they lack the resources to recognise whether they are helping patients make (subjectively) good decisions. In Sect. 5 we argue that the existing literature does not offer any escape from this problem. We close in Sect. 6 by noting the significant impact that appreciating the problem of transformative experience could have on supporting transformative decisions in medicine and briefly suggesting how we might aim to develop new approaches to dealing with these. (shrink)

Paul (2014, 2015a) argues that one cannot rationally decide whether to have a transformative experience by trying to form judgments, in advance, about (i) what it would feel like to have that experience, and (ii) the subjective value of having such an experience. The problem is if you haven’t had the experience then you cannot know what it is like, and you need to know what it is like to assess its value. However, in earlier work I argued that (...) ‘what it is like’-knowledge comes in degrees, and I briefly suggested that, consequently, some instances of Paul’s argument schema might commit a fallacy of equivocation. The aim of this paper is to further explore and strengthen this objection by, first, offering a new argument—the modelling argument—in support of it, and then by evaluating a range of replies that might be given to this objection on Paul’s behalf. I conclude that each reply either fails or, at best, only partially succeeds in defending some but not all instances of Paul’s argument schema. In closing, I consider how we might revise Paul’s concepts of transformative experiences and choices in response to this conclusion. (shrink)

Psychedelic experiences are often compared to “transformative experiences” due to their potential to change how people think and behave. This study empirically examines whether psychedelic experiences constitute transformative experiences. Given psychedelics’ prospective applications as treatments for mental health disorders, this study also explores neuroethical issues raised by the possibility of biomedically directed transformation—namely, consent and moral psychopharmacology. To achieve these aims, we used both inductive and deductive coding techniques to analyze transcripts from interviews with 26 participants in psychedelic (...) retreats. Results indicate that psychedelic experiences can constitute transformative experiences. Twenty participants reported experiences or insights that were seemingly inaccessible or impossible to attain if not for the psychoactive effects of psychedelics. All participants besides one reported some change in identity, values, beliefs, desires, and behavior—changes in behavior being the most common. Participants also reported feeling capable deciding to use psychedelics in part due to information seeking prior to their retreats. Finally, several participants reported an enhanced capacity for enacting changes in their lives. Our results underscore both the importance of subjective embodiment to transformation and the role of transformative agency in shaping outcomes of the psychedelic experience. We examine our results relative to neuroethical issues and advocate for centering the person in psychedelic research and neuroethical inquiry about psychedelics to avoid pitfalls associated with psychedelics’ potential as moral psychopharmacological agents. (shrink)

We often find ourselves in situations where it is up to us to make decisions on behalf of others. How can we determine whether such decisions are morally justified, especially if those decisions may change who it is these others end up becoming? In this paper, I will evaluate one plausible kind of justification that may tempt us: we may want to justify our decision by appealing to the likelihood that the other person will be glad we made that specific (...) choice down the line. Although it is tempting, I ultimately argue that we should reject this sort of appeal as a plausible justification for the moral permissibility of our vicarious decisions. This is because the decisions that we make on behalf of another may affect the interests and values that that person will hold in the future. As I will show, this complicates the justificatory relationship between present decisions and future attitudes, since the latter can depend on the former. This is not to say that the predicted future attitudes of others can play no significant role in justifying our decisions on others’ behalf. Rather, appealing to the future attitudes in our moral justifications may play an important role in our practical thinking but only when we consider the future attitudes of all relevant possible futures. (shrink)

From ancient conceptions of becoming a philosopher to modern discussions of psychedelic drugs, the concept of transformation plays a fascinating part in the history of philosophy. However, until now there has been no sustained exploration of the full extent of its role. Transformation and the History of Philosophy is an outstanding survey of the history, nature, and development of the idea of transformation, from the ancient period to the twentieth century. Comprising twenty-two specially commissioned chapters by an international team of (...) contributors, the volume is divided into four clear parts: -/- - Philosophy as Transformative: Ancient China, Greece, India, and Rome - Transformation Between the Human and the Divine: Medieval and Early Modern Philosophy - Transformation After the Copernican Revolution: Post-Kantian Philosophy - Treatises, Pregnancies, Psychedelics, and Epiphanies: Twentieth-Century Philosophy. -/- Each of these sections begins with an introduction by the editors. Transformation and the History of Philosophy is essential reading for students and researchers in the history of western and non-western philosophy, ethics, metaphysics, and aesthetics. It will also be extremely useful for those in related disciplines such as religion, sociology, and the history of ideas. (shrink)

to appear in Lambert, E. and J. Schwenkler (eds.) Transformative Experience (OUP) -/- L. A. Paul (2014, 2015) argues that the possibility of epistemically transformative experiences poses serious and novel problems for the orthodox theory of rational choice, namely, expected utility theory — I call her argument the Utility Ignorance Objection. In a pair of earlier papers, I responded to Paul’s challenge (Pettigrew 2015, 2016), and a number of other philosophers have responded in similar ways (Dougherty, et al. (...) 2015, Harman 2015) — I call our argument the Fine-Graining Response. Paul has her own reply to this response, which we might call the Authenticity Reply. But Sarah Moss has recently offered an alternative reply to the Fine-Graining Response on Paul’s behalf (Moss 2017) — we’ll call it the No Knowledge Reply. This appeals to the knowledge norm of action, together with Moss’ novel and intriguing account of probabilistic knowledge. In this paper, I consider Moss’ reply and argue that it fails. I argue first that it fails as a reply made on Paul’s behalf, since it forces us to abandon many of the features of Paul’s challenge that make it distinctive and with which Paul herself is particularly concerned. Then I argue that it fails as a reply independent of its fidelity to Paul’s intentions. (shrink)

Religious freedom is often thought to protect, not only religious practices, but also the underlying religious beliefs of citizens. But what should be said about religious beliefs that oppose religious freedom itself or that deny the concept of equal citizenship? The author argues here that such beliefs, while protected against coercive sanction, are rightly subject to attempts at transformation by the state in its expressive capacities. Transformation is entailed by a commitment to publicizing the reasons and principles that justify the (...) basic rights of citizens. (shrink)

A discussion of L.A. Paul's 'Transformative Experience' from an Author Meets Critics session at the 2015 Pacific APA.

When people are making certain medical decisions – especially potentially transformative ones – the specter of regret may color their choices. In this paper, I ask: can predicting that we will regret a decision in the future serve any justificatory role in our present decision-making? And if so, what role? While there are many pitfalls to such reasoning, I ultimately conclude that considering future retrospective emotions like regret in our decisionmaking can be both rational and authentic. Rather than indicating (...) that one is about to make a mistake or that there is some underlying value that one already cares about but is overlooking, the prediction that one will regret a decision in the future makes one confront how her present values and priorities may change as a result of her choice in ways she cannot presently anticipate. (shrink)

According to its quietist readings, skepticism can be dissolved by demonstrating that the notion of ‘absolute objectivity’ is confused. The dissolution of this confusion is supposed to lead us to acquiesce in our finite and plain everyday life without being bothered anymore about the supposed need for objective knowledge. In contrast, I want to propose a transformative reading of skepticism according to which the philosophical practice of skepticism can be ‘epistemically transformative’. To this end, I will transpose L.A. (...) Paul's notion of ‘epistemically transformative experience’ from decision theory to the realm of philosophical practice and argue that the modern skeptical problem of an external standpoint can evoke transformative experiences that lead to a new, albeit non-propositional, insight into the finitude of the human condition. (shrink)

This article is about the information relevant to decision-making capacity in refusal of life-prolonging medical treatment cases. We examine the degree to which the phenomenology of the options available to the agent—what the relevant states of affairs will feel like for them—forms part of the capacity-relevant information in the law of England and Wales, and how this informational basis varies across adolescent and adult medical treatment cases. We identify an important doctrinal phenomenon. In the leading authorities, the courts appear to (...) count the first-personal phenomenology of the available options among the information that adolescents seeking to refuse life-prolonging treatment must understand and appreciate in order to possess capacity; adults are not held to this (higher) standard. We evaluate this differential treatment in light of philosophical work on transformative choice—decisions involving options whose sensory character, and effect on our values and preferences, are grasped only through experience itself. (shrink)

This study presents a novel transformer-based model specifically designed for financial forecasting, integrating explainability mechanisms such as SHAP (SHapley Additive exPlanations) values and attention visualizations to enhance interpretability. Unlike previous models, which often compromise between accuracy and transparency, our approach balances predictive accuracy with interpretability, allowing stakeholders to gain deeper insights into the factors driving market changes. By revealing critical market influences through feature importance and attention maps, this model provides both robustness and transparency, catering to the needs of high-stakes (...) financial environments. (shrink)

This paper proposes a way to understand transformative choices, choices that change ‘who you are.’ First, it distinguishes two broad models of transformative choice: 1) ‘event-based’ transformative choices in which some event—perhaps an experience—downstream from a choice transforms you, and 2) ‘choice-based’ transformative choices in which the choice itself—and not something downstream from the choice—transforms you. Transformative choices are of interest primarily because they purport to pose a challenge to standard approaches to rational choice. An (...) examination of the event-based transformative choices of L. A. Paul and Edna Ullman-Margalit, however, suggests that event-based transformative choices don’t raise any difficulties for standard approaches to rational choice. An account of choice-based transformative choices—and what it is to be transformed—is then proposed. Transformative choices so understood not only capture paradigmatic cases of transformative choice but also point the way to a different way of thinking about rational choice and agency. (shrink)

Peer disagreement presents religious believers, agnostics, and skeptics alike with an epistemological problem: how can confidence in any religious claims (including their negations) be epistemically justified? There seem to be rational, well-informed adherents among a variety of mutually incompatible religious and non-religious perspectives, and so the problem of disagreement arises acutely in the religious domain. In this paper, we show that the transformative nature of religious experience and identity poses more than just this traditional, epistemic problem of conflicting religious (...) beliefs. In encountering one another, believers, agnostics, and skeptics confront not just different beliefs, but different ways of being a person. -/- To transition between religious belief and skepticism is not just to adopt a different set of beliefs, but to transform into a different version of oneself. We argue that the transformative nature of religious identity intensifies the problem of pluralism by adding a new dimension to religious disagreement, for there are principled reasons to think we can lack epistemic and affective access to our potential religious, agnostic, or skeptical selves. Yet, access to these selves seems to be required for the purposes of decision-making that is to be both rational and authentic. Finally, we reflect on the relationship between the transformative problem of religious disagreement and what it shows about the epistemic status of religious conversion and de-conversion, in which one disagrees with one’s own (transformed) self. (shrink)

Laurie Paul argues that, when it comes to many of your most significant life-changing decisions, the principles of rational choice are silent. That is because, in these cases, you anticipate that one of your choice options would yield a transformative experience. We argue that such decisions are best seen as ones in which you anticipate awareness growth. You do not merely lack knowledge about which possible outcome will arise from a transformative option; you lack knowledge about what are (...) the possible outcomes. We show how principles of rational choice can be extended to cases of anticipated awareness growth. (shrink)

The hope that art could be personally or socially transformational is an important part of art history and contemporary art practice. In the twentieth century, it shaped a movement away from traditional media in an effort to make social life a medium. Artists imagined and created participatory situations designed to facilitate potentially transformative expression in those who engaged with the works. This chapter develops the concept of “transformative expression,” and illustrates how it informs a diverse range of such (...) works. Understanding these artworks in this way raises two interesting questions, one about the nature of aesthetic value and the other about the nature of action. Answers to these questions lie in understanding the social and aesthetic character of our capacity to distance ourselves from our commitments and act in the expressive, playful, spontaneous, or imaginative ways that participatory art invites. (shrink)

Migrating legacy database applications to modern cloud-based solutions, such as Snowflake, is becoming essential for organizations aiming to leverage scalable, efficient, and cost-effective data solutions. Legacy databases, typically bound to on-premises infrastructure, often lack the flexibility required by contemporary data analytics and storage needs. Snowflake, a cloud-native data platform, provides a versatile environment that enables efficient data storage, sharing, and processing. This research examines a structured methodology for migrating legacy database applications to Snowflake, addressing key stages from initial assessment to (...) data transformation, integration, and performance optimization. A systematic, step-by-step migration process is implemented to minimize risks, reduce downtime, and ensure data integrity. (shrink)

Purpose - The aim of this research was to investigate the effect of transformational leadership and transactional contingent reward as complementary, but distinct, forms of leadership on facets of organizational identification via the perception of innovation and goal organizational values. Design/methodology/approach – Three studies were carried out implementing either a measurement of mediation or experimental-causal-chain design to test for the hypothesized effects. Findings - The measurement of mediation study showed that transformational leadership had a positive direct and indirect effect, via (...) innovation value orientation, on cognitive identification, whereas transactional contingent reward was more strongly related to affective, rather than cognitive, identification, and goal orientation was a mediator of their link. The findings of the two experimental-causal-chain studies further supported the hypothesized effects. Transformational leadership was found to lead subordinates to perceive the culture as more innovative compared to transactional contingent reward, whereas transactional contingent reward led employees to perceive the culture as more goal, than innovation, oriented. Finally, innovation, compared to goal, value orientation increased cognitive identification, while goal orientation facilitated affective, rather than cognitive, identification. Implications - The practical implications involve the development of strategies organizations can apply, such as leadership training programs, to strengthen their ties with their employees, which, in turn, may have a positive impact on in-role, as well as extra-role, behaviors. Originality/Value – The originality of this research concerns the identification of distinct mechanisms explaining the effect of transformational leadership and transactional contingent reward on cognitive and affective identification applying an organizational culture perspective and a combination of measurement and causal mediation designs. (shrink)

Standard ways of conceptualizing moral development and measuring pedagogical interventions in ethics classes privilege the growth of moral judgment over moral sensitivity, moral motivation, and moral habits by too often conflating improvement in moral judgment with holistic moral development. I argue here that if we care about students’ construction and cultivation of their ethical selves, our assessment design principles ought to take seriously the transformative possibilities of philosophy as a way of life and be based on a more robust (...) and holistic account of moral development. I illustrate these principles of assessment design through an examination of the Character Project, which I created to help students engage in their own deliberate ethical transformation through self-directed, individualized, and concentrated practice. Finally, I conclude with a discussion about how to appropriately and fairly assess this kind of deeply personal learning. (shrink)

The 21st century imposed many challenges on mankind, among them there is a very important problem of entrepreneurial leadership transformation. Entrepreneurship gradual modification under the pressure of factors of innovation, informatization of the environment and the need for socialization of the relations between businessmen and society has led to the need of new understanding of leadership positions. The purpose of this scientific research is to substantiate the style of entrepreneurial leadership, which will become dominant in the 21st century. Analyzing and (...) systematizing the scientific works of many modern scholars by the methods of theoretical synthesis, analysis and synthesis, we have solved the problems of entrepreneurial leadership transformation. The use of the historical and logical method has revealed the relationship between the entrepreneurial leadership development and entrepreneurial types. The study found that the global business environment requires new leaders, whose key competences will meet the needs of society, educational space, ethical requirements, etc. Studying the similarities and differences of various leadership styles has become the basis for the allocation of a new style – the leadership of conscious influence, the main characteristics of which are given in this research. In order to achieve the goals, set by the leader-entrepreneur, it is proposed to systematize the leadership opportunities on tactical and strategic, the factors of influence on their realization in the future are generalized. By the method of scientific and theoretical prediction the portrait of an entrepreneur in a global perspective has been formed. Prospects for further research in this area are the development of a methodology for evaluating the effectiveness of business leaders' actions and systematization of ways to increase their effectiveness in the future. (shrink)

Social movements possess transformative and progressive power. In this paper, I argue that how this is so, or even if this is so, depends on one's explanatory framework. I consider three such explanatory frameworks for social movements: methodological individualism, collectivism, and complexity theory. In evaluating the various appeals and weaknesses of these frameworks, I show that complexity theory is uniquely poised to capture the complex and dynamic reality of the social world.

What words we use, and what meanings they have, is important. We shouldn't use slurs; we should use 'rape' to include spousal rape (for centuries we didn’t); we should have a word which picks out the sexual harassment suffered by people in the workplace and elsewhere (for centuries we didn’t). Sometimes we need to change the word-meaning pairs in circulation, either by getting rid of the pair completely (slurs), changing the meaning (as we did with 'rape'), or adding brand new (...) word-meaning pairs (as with 'sexual harassment'). A problem, though, is how to do this. One might worry that any attempt to change language in this way will lead to widespread miscommunication and confusion. I argue that this is indeed so, but that's a feature, not a bug of attempting to change word-meaning pairs. The miscommunications and confusion such changes cause can lead us, via a process I call transformative communicative disruption, to reflect on our language and its use, and this can be further, rather than hinder, our goal of improving language. (shrink)

The objective of this article is twofold. First, a methodological issue is addressed. It is pointed out that even if philosophers of mathematics have been recently more and more concerned with the practice of mathematics, there is still a need for a sharp definition of what the targets of a philosophy of mathematical practice should be. Three possible objects of inquiry are put forward: (1) the collective dimension of the practice of mathematics; (2) the cognitives capacities requested to the practitioners; (...) and (3) the specific forms of representation and notation shared and selected by the practitioners. Moreover, it is claimed that a broadening of the notion of ‘permissible action’ as introduced by Larvor (2012) with respect to mathematical arguments, allows for a consideration of all these three elements simultaneously. Second, a case from topology – the proof of Alexander’s theorem – is presented to illustrate a concrete analysis of a mathematical practice and to exemplify the proposed method. It is discussed that the attention to the three elements of the practice identified above brings to the emergence of philosophically relevant features in the practice of topology: the need for a revision in the definition of criteria of validity, the interest in tracking the operations that are performed on the notation, and the constant and fruitful back-and-forth from one representation to another in dealing with mathematical content. Finally, some suggestions for further research are given in the conclusions. (shrink)

This study aimed to identify the digital transformation and its impact on the application of Cyber Security in the Palestinian Ministry of Interior and National Security. The study used the analytical descriptive approach. The study tool (questionnaire), and the comprehensive survey method was used, where (61) questionnaires were retrieved (87.1%), and they were unloaded and analyzed using the SPSS statistical package. The study found several results, including that there is a statistically significant correlation between all dimensions of Digital transformation and (...) the application of Cyber Security in the Ministry of Interior and National Security. And that there is an impact of Digital transformation on the application of security in the Ministry of Interior and National Security in the governorates of Gaza, and the impact coefficient was (0.897). It was found that the dimensions affecting the dependent variable of Cyber Security are dimensions (organizational structure, job description, data privacy and security, technical infrastructure required for digital transformation), as these dimensions affect (89.7%) of the variation in the application of Cyber Security. The study presented a set of recommendations, the most important of which are: The need for the Ministry's administration to provide a special budget to develop the quality of its electronic services as a lever for digital transformation. And the need for the number of workers in computer and information technology departments and units to be commensurate with the volume and quality of work to bridge the gap between the required performance and the actual performance. The ministry should set a clear methodology for exchanging data and information between the components of the ministry. And the need for the Ministry of Interior and National Security to use a protection network capable of detecting all threats. (shrink)

From the local level to international politics, deliberation helps to increase mutual understanding and trust, in order to arrive at political decisions of high epistemic value and legitimacy. This book gives deliberation a dynamic dimension, analysing how levels of deliberation rise and fall in group discussions, and introducing the concept of 'deliberative transformative moments' and how they can be applied to deeply divided societies, where deliberation is most needed but also most difficult to work. Discussions between ex-guerrillas and ex-paramilitaries (...) in Colombia, Serbs and Bosnjaks in Bosnia-Herzegovina, and police officers and locals in Brazilian favelas are used as case studies, with participants addressing how peace can be attained in their countries. Allowing access to the records and transcripts of the discussions opens an opportunity for practitioners of conflict resolution to apply this research to their work in trouble spots of the world, creating a link between the theory and practice of deliberation. (shrink)

The rapid advancement of artificial intelligence (AI) is reshaping numerous aspects of human life, including healthcare, education, and entertainment. Spirituality and religion stand out as areas where AI holds transformative potential. Much like the printing press and digital platforms revolutionized the dissemination of religious teachings, AI offers new ways to enhance spiritual engagement. This article explores the intersection of AI, spirituality, and Sikhism, focusing on the opportunities, challenges, and ethical considerations involved.

Today e-commerce has had tremendous growth in the past years primarily due to changes in technology and customer’s buying behavior. One of the big shifts in the process has been the use of ML in advertising which has the capability to transform the marketing domain together with consumer interactions. This paper discusses the viability of using machine learning for designing realistic models of advertising to increase effectiveness of target and personalized advertising, as well as conversion rates in e-commerce. Several techniques (...) are explored in the study, such as supervised and unsupervised learning, recommender systems, and content optimization with natural language processing. By using case studies and experimental models, we discuss how and to what extent ML is beneficial in e-commerce advertising transformation. The results presented in this paper indicate that using machine learning in advertising has a potential of dramatically improving the customer experience while simultaneously increasing brand recognition and sales. (shrink)

The research outlines a workflow that incorporates data collection, preprocessing, model training, and optimization. Real-world datasets from retail and e-commerce sectors are utilized to validate the proposed methodology, showcasing substantial improvements in model performance. The results indicate that optimized models not only provide better predictions of consumer behaviour but also enhance customer segmentation and targeting strategies. The study concludes with recommendations for future research, including the exploration of hybrid optimization techniques and the application of these methods in real-time analytics.

Abstract: Artificial Intelligence (AI) is rapidly becoming a cornerstone of modern healthcare, offering unprecedented capabilities in diagnostics, treatment planning, patient care, and healthcare management. This paper explores the transformative impact of AI on the healthcare sector, examining how it enhances patient outcomes, improves the efficiency of medical practices, and introduces new ethical and operational challenges. By analyzing current applications such as AI-driven diagnostic tools, personalized medicine, and hospital management systems, this paper highlights the significant advancements AI has brought to (...) the field. However, the integration of AI also raises concerns related to data privacy, algorithmic bias, and the displacement of healthcare professionals. This study provides a comprehensive overview of these developments, offering insights into the future potential of AI in revolutionizing healthcare while addressing the ethical considerations that must accompany its adoption. The findings suggest that while AI holds the promise of transforming healthcare delivery, careful consideration of its implications is essential to ensure equitable and effective implementation. (shrink)

In developing nations particularly in Africa, innovative administrative strategies are essential for educational leaders to navigate inherent challenges in education. This study aims to explore how educational leaders in higher education can be equipped with innovative administrative strategies to cause a positive change in education delivery. A systematic literature review was conducted to achieve this aim, drawing on the transformational leadership model as its theoretical underpinning. The search encompassed scholarly publications from major repositories like Scopus, Web of Science, and International (...) Bibliography of the Social Sciences and Textbooks from 1967 to 2023. The search process went a series of exclusive and inclusive processes and yielded 43 research articles. The synthesized findings were analyzed using a thematic approach. The findings indicate that transformational leadership has the potential to incorporate innovation into higher educational administrative practices. It was also found that innovative administrative practices in higher education can be achieved through staff motivation, technology integration, adoption of agile methodologies, collaborative research, interdisciplinary collaboration, seminars, workshops, and positive organizational culture. Based on the findings, professional development programs for managers and administrators in higher education were highly recommended. These programs would help enhance the knowledge and skills of employees in educational administration. (shrink)

Negation often reinforces problematic habits of othering, but rethinking negation can make good on feminist hopes for logic as a transformative space for inclusion. As Plumwood argues in her 1993 paper, not all uses of negation in the context of social identity are inherently problematic, but the widespread implicit use of classical negation has limited our options with respect to representing difference, ultimately reinforcing dualisms that essentialize social differences in problematic ways. In response to these limitations, I take inspiration (...) from Dembroff’s recent work on the metaphysics of genderqueer identity to build models of social identity using the Heyting-Brouwer logic developed by Rauszer in her 1974 paper. Ultimately, I argue that these models demonstrate both how classical negation reinforces problematic habits of othering and how alternative forms of negation can transform our treatment of social identity altogether. (shrink)

How should accounts that stress the embodied, embedded and engaged character of human minds accommodate the role of rationality in human subjectivity? Drawing on Matthew Boyle’s contrast between ‘additive’ and ‘transformative’ conceptions of rationality, I argue that contemporary work on embodied cognition tends towards a problematic ‘additivism’ about how mature human capacities to think and act for reasons stand to sensorimotor capacities to skillfully engage with salient features of the environment. Additivists view rational capacities to reason and reflect as (...) a distinct ‘layer’ or ‘storey’ of human cognition, with a normative structure that differs from that of the sensorimotor coping skills which support it. I argue that emphasizing the embodied and engaged character of human minds is better combined with a ‘transformative’ conception of rationality—one which holds that acquiring abilities to give and ask for reasons transforms the normative structure of our unreflective embodied dealings with the environment. And I argue that a transformative embodied cognitive science of human rationality is not only possible, but underway. Integrating existing work on embodied cognition with work on the cultural and developmental contexts that shape human minds suggests how human immersion in culture transforms the structure of sensorimotor engagements by bringing about the communicability and negotiability of the meanings to which those engagements attune us. (shrink)

In this commentary, I critique three aspects of Emily Walsh's proposal to reduce the moral and legal weight of advance directives: (1) the ambiguity of its initial thesis, (2) its views about the ethics and legality of clinical practice, and (3) its interpretation and application of Ronald Dworkin’s account of advance directives and L.A. Paul's view on transformative experience. I also consider what Walsh’s proposal would mean for people facing the prospect of dementia. I conclude that our reasons to (...) honor many advance directives survive the move to a transformative experience framework. (shrink)

The digital transformation of the insurance industry is unprecedented, urged by the changing expectations of customers, the necessity to embrace regulatory requirements and the necessity to enhance operational efficiency. This paper examines the convergence of three leading-edge technologies, Guidewire, Amazon Web Services (AWS) and Snowflake, to enable scalable, resilient and data-driven solutions for insurers. AWS and Snowflake provide unmatched cloud infrastructure in terms of security and scalability. They also provide industry-specific applications and frameworks for modernizing core systems for Guidewire, such (...) as Snowflake data warehousing and analytics. By working together, these platforms allow insurers to leverage the combined power of integrated ecosystems, real-time insights, and automation to meet current challenges and adapt to future disruptions. A key focus of this study is providing a roadmap for insurance would-be insurgents looking to capitalize on agility, customer-centricity, or both in one of the most rapidly changing industries in terms of distribution. (shrink)

Deliberative Transformative Moments (DTM) is a new concept that serves as an amendment to the DQI. With this new concept it is easier to get at the quick give-and-take of discussions of small groups of ordinary citizens. As an illustration, we apply the concept to discussions about the peace process among Colombian ex-combatants, ex-guerrillas and ex-paramilitaries. Specifically, we show how personal stories can transform a discussion from a low to a high level of deliberation and how they can have (...) the opposite effect. To increase the level of deliberation in the general population, we recommend that good illustrations of DTM’s should be part of the school programs from an early age on, so that children learn how to discuss with others who have different opinions and values. (shrink)

In this chapter we suggest that many experiences of suffering can be further illuminated as forms of transformative experience, using the term coined by L.A. Paul. Such suffering experiences arise from the vulnerability, dependence, and affliction intrinsic to the human condition. Such features can create a variety of positively, negatively, and ambivalently valanced forms of epistemically and personally transformative experiences, as we detail here. We argue that the productive element of suffering experiences can be articulated as transformative, (...) although suffering experiences are not the type mostly discussed in the transformative experience literature. We correct for this here by developing a taxonomy of negatively valenced transformative experiences. We suggest three features that make such experiences ones of suffering, following Michael Brady’s definition: intensity, novelty, and attentional focus. Finally, we suggest that one possible explanation for the edifying capacity of suffering comes from it requiring more transformation than positive experiences. (shrink)

Pyrrhonian skepticism is usually understood as a form of quietism, since it is supposed to bring us back to where we were in our everyday lives before we got disturbed by philosophical questions. Similarly, the ‘therapeutic’ and ‘resolute’ readings of Wittgenstein claim that Wittgenstein’s ‘philosophical practice’ results in the dissolution of the corresponding philosophical problems and brings us back to our everyday life. Accordingly, Wittgenstein is often linked to Pyrrhonism and classified as a quietist. Against this reading, I will employ (...) Laurie Paul’s notion of epistemically transformative experience and argue that Pyrrhonian skepticism and Wittgenstein’s philosophy can be interpreted as a philosophical practice that changes our self-understanding in significant ways. I will argue that this practice can evoke transformative experiences and is thereby able to yield a non-propositional insight into the finitude of the human condition. This shows that Pyrrhonian skepticism and Wittgenstein’s philosophy go beyond quietism. (shrink)

In the last two decades, major cities in Malaysia have witnessed a spate of urban redevelopment including commercial and retail complexes, and residential estates. The current urban transformations taking place in Malaysian cities are mainly market-driven and characterized by fast-track development with a strong priority on the road infrastructure. This is a typical example of an intensive property-led development that is becoming a central driver of the national economy. This article provides a deeper understanding of the complexity of urban development (...) in Malaysia. Here, the major aim is to understand the Malaysian cities' transitions in the trajectory of their colonial past, national identity, multi-cultural community, culture, and religion. Focusing on South East Asian urbanism, this article determines how internal and external forces and global trends such as neoliberalism and property-led development affect the transformation of urban landscapes and expansions in Malaysia. The outcomes of this paper will indicate how much property-led development and globalisation have affected the traditional and tropical climate-responsive urban environment in Malaysia. It will also identify sustainable design and planning measures that should be implemented in the cities of Malaysia to combat the ill-effects of globalisation. (shrink)

Transformations are not only conditioned by facts encompassing narrower or wider panoramas: from concentrating on death and one (political) role (the ode of Horace), through recalling Cleopatra’s mature life and love (the drama of Shakespeare), to creating an image embracing the heroine’s whole life with its numerous roles, but as a mother and a daughter in the first place, because even her lovers resemble a father and a child (the fictional biography of Karen Essex). Above all, they appear to be (...) more connected with different attitudes towards universal references lying within human cognitive abilities. Horace’s didactic opposition of contradictory patterns leads to the victory of one of them — and it is a linear pattern, as an equivalent of modern myth, which is accepted by the author himself. In Shakespeare, it takes a form of tragedy resulting from the fragmentary character of each pattern, one of which introduces change (archaic myth) and the other constancy (modern myth), and from a painful attempt to combine them. In Essex, the vision of the world in which archaic myth, strongly represented by a child, triumphs is utopian. Irrespective of the differences, all the works realize the essential role played by images developed by heroes, and especially by authors, in human cognition. (shrink)

Nietzsche’s presentation of the eternal recurrence in Gay Science 341 is often viewed as a practical thought experiment meant to radically transform us. But exactly why and how we are supposed to be transformed is not clear. I contend that addressing these issues requires taking a close look at the psychological setting of the passage. The eternal recurrence is presented in our “loneliest loneliness.” I argue that facing the eternal recurrence from a state of profound loneliness both motivates self-transformation and (...) contributes toward helping us succeed at that project. (shrink)

RRI is a broad concept that is subject to different interpretations. This chapter focuses on the view of RRI as a transformative ideal for reforming the research and innovation system in the service of public interest. This is the normatively strong view of RRI that has attracted many policy-makers and young researchers but left cold many senior researchers and innovators. The transformative vision of RRI has failed to materialise, and RRI remains a marginal reality, even in Norway, where (...) arguably the conditions were more propitious than elsewhere. I attempt to explain the failed transformation, focusing on two key objectives of RRI: the ambition of aligning R&I with societal values and the aspiration to steer R&I through generating a shared responsibility for the future (a prospective joint responsibility in technical terms). Alignment proved very hard to achieve because valuing is steeped in well-established practices, habits, and cognitive-emotional frameworks. These cannot be changed at will. Besides, the ambition to make researchers and innovators more responsive to a wider constituency and additional social responsibilities stumbled against what I call moral saturation, namely the lack of capacity and resources to take on additional moral tasks. Furthermore, modern societies are characterised by a pluralism of values and conceptions of the good life, compounded by the lack of methods for composing value conflicts. These problems come back when we look at what it takes to create expanded shared responsibilities: joint intentions and joint commitments. A formal analysis of how these can be generated shows that they need pre-conditions that are seldom obtaining in the real world of R&I. So, the transformative ambition went against the inertia and entrenched habits of the R&I ecosystem and yet very often the task of promoting the change was given to junior researchers: the most vulnerable and less powerful actors. I conclude that RRI ambition to transform the R&I system is unrealistic. What can be attempted is to develop small-scale experiments outside the mainstream, where institutional barriers and perverse incentives are partially removed or corrected. (shrink)

Vietnam has exhibited rapid economic growth over thirty years of comprehensive economic reforms. However, about half of the country’s active population remains in agriculture. In order to characterize the role of agriculture and livestock in Vietnam’s structural transformation, we assess ongoing dynamics at three complementary scales: national, sectoral (agriculture and livestock) and local (district of Bavi). We show that the transition since Doi Moi (Renovation) has given rise to a political economy that provides incentives to industries and services. However, labor (...) abundance (due to population density) and limited land availability (85% of agricultural land is composed of less than 1 ha farms) have slowed the canonical structural transformation, and widened income inequality between agriculture and non-agricultural workers. In this ‘Lewis trap’ context, intensive livestock (as it is the case for aquaculture and horticulture) has played a significant role in increasing labor and land productivity, offering some perspectives to secure smallholder agricultural systems. But the emergence of those very intensive systems producing a lot of effluents has in the same time jeopardized sustainable development of rural and peri-urban areas. More recently, the political shift towards industrial corporate agriculture and large-scale farming has increased this pressure on the environment, and endangered inclusive agricultural development. Today, smallholder farming and rural communities encounter many challenges to exploit resources efficiently and gain access to input markets to achieve higher productivity and value added. To avoid the risk of poverty trap and to pursue a sustainable and inclusive development over the long run, deeper and wider reforms are needed based on smallholder viability, agroecological principles, and crop-livestock integration. (shrink)