Psychologists and neuroscientists extensively rely on computational models for studying and analyzing the human mind. Traditionally, such computational models have been hand-designed by expert researchers. Two prominent examples are cognitive architectures and Bayesian models of cognition. While the former requires the specification of a fixed set of computational structures and a definition of how these structures interact with each other, the latter necessitates the commitment to a particular prior and a likelihood function which – in combination with Bayes’ rule – (...) determine the model's behavior. In recent years, a new framework has established itself as a promising tool for building models of human cognition: the framework of meta-learning. In contrast to the previously mentioned model classes, meta-learned models acquire their inductive biases from experience, i.e., by repeatedly interacting with an environment. However, a coherent research program around meta-learned models of cognition is still missing to this day. The purpose of this article is to synthesize previous work in this field and establish such a research program. We accomplish this by pointing out that meta-learning can be used to construct Bayes-optimal learning algorithms, allowing us to draw strong connections to the rational analysis of cognition. We then discuss several advantages of the meta-learning framework over traditional methods and reexamine prior work in the context of these new insights. (shrink)

A considerable section of the population in India accesses the services of individual private medical practitioners (PMPs) for primary level care. In rural areas, these providers include MBBS doctors, practitioners of alternative systems of medicine, herbalists, indigenous and folk practitioners, compounders and others. This paper describes the profile, knowledge and some practices of the rural doctor in India and then discusses the reasons for lack of equity in health care access in rural areas and possible solutions to the problem.

Private, voluntary compliance programs, promoted by global corporations and nongovernmental organizations alike, have produced only modest and uneven improvements in working conditions and labor rights in most global supply chains. Through a detailed study of a major global apparel company and its suppliers, this article argues that this compliance model rests on misguided theoretical and empirical assumptions concerning the power of multinational corporations in global supply chains, the role information plays in shaping the behavior of key actors in these production (...) networks, and the appropriate incentives required to change behavior and promote improvements in labor standards in these emergent centers of global production. The authors argue that it is precisely these faulty assumptions and the way they have come to shape various labor compliance initiatives throughout the world—even more than a lack of commitment, resources, or transparency by global brands and their suppliers to these programs—that explain why this compliance-focused model of private voluntary regulation has not succeeded. In contrast, this article documents that a more commitment-oriented approach to improving labor standards coexists and, in many of the same factories, complements the traditional compliance model. This commitment-oriented approach, based on joint problem solving, information exchange, and the diffusion of best practices, is often obscured by the debates over traditional compliance programs but exists in myriad factories throughout the world and has led to sustained improvements in working conditions and labor rights at these workplaces. (shrink)

In this paper, I draw attention to various doctrines common to different Vedāntic traditions. In particular, I pay close attention to the doctrine of beginningless _karman_. I also note that this doctrine seems to stand in tension with Leibnizian Cosmological Arguments (LCAs) and Kalām Cosmological Arguments (KCAs). This tension arises because defenders of these arguments argue that an infinite causal regress or an actual infinite cannot be physically instantiated and because the doctrine of beginningless _karman_ seems to imply that such (...) a regress or actual infinite can be physically instantiated. I address this tension by showing that not all interpretations of beginningless _karman_ involve an infinite causal regress or an actual infinite. I close this paper by highlighting a few features that Vedāntic traditions have that make them more resistant to some objections to LCAs and KCAs. (shrink)

Michel Foucault (1926–1984) suggests that there is an implicit conjunction between knowledge, power and truth. Even if knowledge and power are two different phenomena, each regulates the production of the other. Thus, it follows that knowledge does not exist prior to power as a determining factor for its being and nor even does it control while it comes to exist; on the contrary, knowledge and power are intimately and productively related to each other, the relationship that ultimately determines the production (...) of truth. Just as power and knowledge are closely knit ensuring the existence of each other, so also truth that always exists together with power and knowledge. In ‘Truth and Power,’ Michel Foucault counters the major theoretical trends like Marxism and traces the instances of truth and power as they intertwine in the exercise of power relations. Truth and power sustain and produce each other which uncompromisingly affirm Foucault’s claim of power, knowledge and truth being intrinsically connected. (shrink)

Bioethics, Volume 36, Issue 7, Page 816-817, September 2022.

Volume 20, Issue 4, May 2020, Page 106-108.

The reluctant revolutionary -- The patent slave -- The golden Dane -- The quantum atom -- When Einstein met Bohr -- The prince of duality -- Spin doctors -- The quantum magician -- A late erotic outburst -- Uncertainty in Copenhagen -- Solvay 1927 -- Einstein forgets relativity -- Quantum reality -- For whom Bell's theorem tolls -- The quantum demon.

Euthanasia has been a subject of debate worldwide. It has brought up multiple controversies in different countries and among different societies. Over the years, euthanasia has been an active topic of research in the field of bioethics, owing to its numerous ethical and legal implications. In this article, we take a brief look into the laws and legislation surrounding euthanasia in different parts of the world.

Volume 20, Issue 8, August 2020, Page 46-49.

Humans are moral creatures. Among all life on Earth, we alone experience rich moral emotions, follow complex rules governing how we treat one another, and engage in moral dialogue. But how did human morality evolve? And can humans become morally evolved? -/- In A Better Ape, Victor Kumar and Richmond Campbell draw on the latest research in the biological and social sciences to explain the key role that morality has played in human evolution. They explore the moral traits that (...) humans share with chimpanzees; how a more complex moral mind enabled Homo sapiens to arise and out-compete other human species; and the place of morality alongside historic revolutions in technology and social organization. Throughout the book, Kumar and Campbell argue that morality co-evolved with intelligence and complex sociality. Morality prevents societal collapse and enables complex knowledge. -/- After unearthing the ancient origins of human morality, Kumar and Campbell use evolutionary theory to deliver profound insights about how to advance moral progress and resist moral regress, such as reducing animal suffering on industrial farms; capitalizing on the recent revolution in gay rights to foster a nascent revolution in transgender rights; opposing intersectional inequality that impacts women and people of color in lower socioeconomic classes; and addressing major problems of global inequality, especially impending crises of injustice caused by anthropogenic climate change. Understanding how we evolved--and how we continue to evolve--can help us become a better ape. (shrink)

The Unified Medical Language System and the Gene Ontology are among the most widely used terminology resources in the biomedical domain. However, when we evaluate them in the light of simple principles for wellconstructed ontologies we find a number of characteristic inadequacies. Employing the theory of granular partitions, a new approach to the understanding of ontologies and of the relationships ontologies bear to instances in reality, we provide an application of this theory in relation to an example drawn from the (...) context of the pathophysiology of hypertension. This exercise is designed to demonstrate how, by taking ontological principles into account we can create more realistic biomedical ontologies which will also bring advantages in terms of efficiency and robustness of associated software applications. (shrink)

In the current study, we aimed at understanding the effect of exposure to complex input on speech sound development, by conducting a systematic meta-analysis review of the existing treatment-based studies employing complex input in children with speech sound disorders. In the meta-analysis review, using a list of inclusion criteria, we narrowed 280 studies down to 12 studies. Data from these studies were extracted to calculate effect sizes that were plotted as forest plots to determine the efficacy of complexity-based treatment approaches. (...) The outcome variables of interest were improvement on the treated and generalization to the untreated sounds. Meta-analysis revealed that the exposure to complex input not only promoted improvement in production of complex speech sounds but also facilitated the production of untreated simple speech sounds. Overall, the current findings revealed that the exposure to complex input promotes acquisition of both complex and simple speech sounds. The current findings are in line with the models of language learnability. The current findings have implications in the treatment of speech sound disorders. (shrink)

Debates about God’s personhood, or lack thereof, are central to philosophy of religion. This paper aims to advance these debates by presenting the “greatness of personhood argument” for God’s personhood and a dilemma for those who deny God’s personhood. I also consider various objections to this argument and this dilemma and argue that they fail. Notably, my reasoning in defence of personal theism is cross-cultural insofar as personal theists across various religious traditions can use it. Thus, this paper defends personal (...) theism in a manner that can bring Western and non-Western theists into closer dialogue regarding the topic of God’s personhood. (shrink)

J. C. Chatterji’s book is a brief introduction to the nature of ultimate reality and the manifestation of the universe according to the Trika System. It also covers, briefly, the history of this advaita Shaiva philosophy of Kashmir. First published in 1914 as the first book in “The Kashmir Series of Texts and Studies,” it is still the clearest introduction to the Tattvas of the Trika. Since the lower twenty-five of the thirty-six Trika Tattvas represent the entire universe from the (...) Samkhya point of view, here also is a very clear exposition of the Samkhya Tattvas. The only difference is that, while the Purusha and the Prakriti are the final realities for Samkhya, they are but derivatives according to the Trika, which, carrying the analysis further, recognizes eleven additional Tattvas above the Purusha. (shrink)

J. C. Chatterji’s book is a brief introduction to the nature of ultimate reality and the manifestation of the universe according to the Trika System. It also covers, briefly, the history of this advaita Shaiva philosophy of Kashmir. First published in 1914 as the first book in “The Kashmir Series of Texts and Studies,” it is still the clearest introduction to the Tattvas of the Trika. Since the lower twenty-five of the thirty-six Trika Tattvas represent the entire universe from the (...) Samkhya point of view, here also is a very clear exposition of the Samkhya Tattvas. The only difference is that, while the Purusha and the Prakriti are the final realities for Samkhya, they are but derivatives according to the Trika, which, carrying the analysis further, recognizes eleven additional Tattvas above the Purusha. (shrink)

In this paper, we defend universalism, which we understand to be the thesis that all individuals will eventually attain communion with God, in a Vedāntic context. We first outline the specific ontological commitments that our view requires, such as the doctrines of karman and reincarnation, and we note one Vedāntic tradition that holds to all these commitments. We then outline the conceptual merits of our view. We also argue that certain objections to universalism do not undermine our view, as reincarnation (...) and karman provide a means for all individuals to eventually freely choose to devote themselves to God, making it extremely likely that all individuals will attain salvation. (shrink)

Traditionally, the problem of evil, in its various formulations, has been one of the strongest objections against perfect being theism. In the voluminous literature on this problem, the motif of evil has usually been discussed with respect to human flourishing. In recent decades more focused attention has been paid to animal suffering and the philosophical problems that such suffering poses for perfect being theists. However, this growing body of literature, in Anglo-American philosophical milieus, is largely aimed at sketching a specifically (...) Christian or Christianity-inflected theodicy that would reconcile animal suffering with the existence of an omni-God. In contrast, there are few, if any, systematic attempts to put forth a Hindu theodicy that aims to offer morally justifiable reasons that God has for allowing animal suffering. In this article, we address this scholarly lacuna by illustrating how a Hindu perfect being theist might respond to the problem of animal suffering. (shrink)

In A. Kumar, & M. Banerjee [(2012). Definable and rough sets in covering-based approximation spaces. In T. Li. (eds.), Rough sets and knowledge technology (pp. 488–495). Springer-Verlag], A. Kumar, & M. Banerjee [(2015). Algebras of definable and rough sets in quasi order-based approximation spaces. Fundamenta Informaticae, 141(1), 37–55], authors proposed a pair of lower and upper approximation operators based on granules generated by quasiorders. This work is an extension of algebraic results presented therein. A characterisation has been presented (...) for those quasiorder-generated covering-based approximation spaces whose corresponding collections of definable and rough sets form Stone algebras. The notion of rough lattice was proposed in A. Kumar, & M. Banerjee [(2015). Algebras of definable and rough sets in quasi order-based approximation spaces. Fundamenta Informaticae, 141(1), 37–55], A. Kumar [(2020). A Study of Algebras and Logics of Rough Sets Based on Classical and Generalized Approximation Spaces. In Transactions on Rough Sets XXII, LNCS (Vol. 12485, pp. 123–251). Springer]. Some special rough lattices are introduced in this work, viz. rough Stone algebra, ∼1-complemented and ∼2-complemented rough lattices. Representations of these algebras in terms of rough sets are obtained. Moreover, logics for these algebras are shown to be sound and complete with respect to rough set semantics. (shrink)

Popular imaginations and receptions of Hinduism often neglect to consider its theological dimensions that conceive of the divine reality along conceptual pathways analogous to those of the major Judeo-Christian religious traditions. Thus, within Western scholarship, there have been no systematic attempts to delineate central doxastic elements within the Caitanya Vaiṣṇava tradition by suggesting correlations with distinctive Christian concepts, and this scholarly lacuna within Caitanya Vaiṣṇavism restricts comparative theological dialogue between Caitanya Vaiṣṇavism and Christianity. In order to address this lacuna, I (...) demonstrate that aspects of Caitanya Vaiṣṇavism’s theological framework can be conceptualized in conversation with their Christian counterparts. -/- By illustrating certain parities between the theological frameworks of Caitanya Vaiṣṇavism and Christianity, I also aim to pave the way for further comparative theological dialogue between these two religious traditions. In particular, I propose that Caitanya Vaiṣṇavism’s theological framework enables the tradition to become a suitable dialogical partner to Christianity in comparative theodicy. I also suggest and put into practice a criterion that can be helpful for refining the comparative theodical exchanges between Caitanya Vaiṣṇavism and Christianity. (shrink)

This book provides a comprehensive account of the Nyaya-Vaisheshika teachings. Nyaya and Vaisheshika are two of the six philosophical systems of Hinduism, much less known in the West than the more popular Yoga and Vedanta systems. Nyaya teaches reasoning to determine what is valid knowledge, and Vaisheshika teaches what are the ultimate constituents of the universe. The author wrote this book after seeing how little understood was Indian philosophy in the West. He tried to take account of Western presuppositions in (...) presenting this Indian system. At the same time, he followed the Indian practice of adopting the Nyaya-Vaisheshika position as his own while writing about it. (shrink)

A summary of India's ancient religious system. Foreword by David Frawley.

It is widely understood that protein functions can be exhaustively described in terms of no single parameter, whether this be amino acid sequence or the three-dimensional structure of the underlying protein molecule. This means that a number of different attributes must be used to create an ontology of protein functions. Certainly much of the required information is already stored in databases such as Swiss-Prot, Protein Data Bank, SCOP and MIPS. But the latter have been developed for different purposes and the (...) separate data-structures which they employ are not conducive to the needed data integration. When we attempt to classify the entities in the domain of proteins, we find ourselves faced with a number of cross-cutting principles of classification. Our question here is: how can we bring together these separate taxonomies in order to describe protein functions? Our proposed answer is: via a careful top-level ontological analysis of the relevant principles of classification, combined with a new framework for the simultaneous manipulation of classifications constructed for different purposes. (shrink)

What did science make possible for colonial rule? How was science in turn marked by the knowledge and practices of those under colonial rule? Here I approach these questions via the social history of Madras Observatory. Constructed in 1791 by the East India Company, the observatory was to provide local time to mariners and served as a clearinghouse for the company’s survey and revenue administration. The astronomical work of Madras’ Brahmin assistants relied upon their knowledge of jyotiśāstra [Sanskrit astronomy/astrology], and (...) can be seen as a specialized form of the kind of South Indian scribal labor and knowledge that also staffed the company’s tax offices. If at Greenwich the division of labor meant observatory work bore resemblances to the factory and the accounts office, in Madras, astronomy and accounting drew on similar labor forms because they were part of the same enterprise. But the company did not just adapt preexisting forms of labor, it also attempted to produce its own at a school built near the observatory to train “half-caste” orphans as apprentice surveyors and assistant computers. The school, staffed by the Brahmins, drew upon knowledge and pedagogical practice associated with the tinnai, the schools in which upper-caste children learned to read, write, and calculate. For a time, the observatory’s social order was literally “half-caste.” The paper also considers how the relationship between caste, status, and instrument was reflected in the visual and material culture of the observatory, such as in Indian-language inscriptions on its central pillar. For company astronomers, the measurement of time meant reworking the relationships among the Indian past, the colonial present, and an imperial posterity. Science under colonial rule spanned multiple temporal and social registers because it was the result of negotiations between the demands of political economy and the knowledge and practices of colonized others. (shrink)

Outcomes research in healthcare has been a topic much addressed in recent years. Efforts in this direction have been supplemented by work in the areas of guidelines for clinical practice and computer-interpretable workflow and careflow models.In what follows we present the outlines of a framework for understanding the relations between organizations, guidelines, individual patients and patient-related functions. The derived framework provides a means to extract the knowledge contained in the guideline text at different granularities, in ways that can help us (...) to assign tasks within the healthcare organization and to assess clinical performance in realizing the guideline. It does this in a way that preserves the flexibility of the organization in the adoption of the guidelines. (shrink)

Recently, Erik Baldwin and Tyler McNabb have brought Madhva's epistemological framework into active dialogue with Alvin Plantinga's religious epistemology and have argued that individuals within Madhva's tradition cannot make full use of Plantinga's epistemology, according to which, Christian belief resists de jure objections and can also have warrant. While I do not contest this specific claim, I demonstrate that an analysis of Madhva's epistemological framework reveals that this framework has its own resources through which it can resist de jure objections. (...) I address various objections to the rationality of Mādhvic belief and conclude that there are no de jure objections to Mādhvic belief that are independent of de facto objections. (shrink)

Abstract:The problem of evil is of significant concern to theologians and to philosophers of religion. Despite the extensive discussion this problem has received in various Anglo-American philosophical circles, relatively liĴ le aĴ ention has been paid to the theodical insights specifically of the Bhāgavatapurāṇa (ca. ninth–tenth centuries ѐ.ђ.). Here, it is sought to address this lacuna by highlighting certain theological insights within the Bhāgavatapurāṇa that offer explanations for the existence of suffering. These insights are also drawn upon in order to (...) formulate a response to the evidential problem of evil. Although this is not an aĴ empt to construct a comprehensive theodicy with these textual materials, it is highlighted how the Bhāgavatapurāṇa can address certain dimensions of the evidential problem for evil, and some pathways are noted for further inquiry into the theodical insights of the Bhāgavatapurāṇa. (shrink)

Black theology is a contemporary mode of theology that critically engages with specific theological motifs in order to affirm the humanity of blacks and emancipate them from white racism. At present, much black theological discourse occurs in Christian contexts, and thus, Hindu religious traditions are bereft of the socially transformative insights that such discourse produces. However, in this paper, I demonstrate that black theological motifs are present within Hindu theological frameworks as well. Specifically, I construct a distinctively Hindu black theology (...) by drawing upon certain theological motifs present within the theological framework of the Caitanya Vaiṣṇava Vedānta tradition. After constructing this black theology, I demonstrate its socio-theological implications and explain how it can fulfil the black theological aim of liberating blacks from white racism. (shrink)

Volume 19, Issue 11, November 2019, Page 39-41.

Within Hindu religious contexts, a guru plays a crucial soteriological role, and is sometimes viewed as being as good as God. Questions of a guru’s sphere of epistemic authority thus have far-reaching socioreligious implications. In this paper, I highlight one such implication within the Caitanya Vaiṣṇava tradition. I then analyze various Caitanya Vaiṣṇava texts in order to precisely define the parameters of a guru’s epistemic authority within this tradition. I suggest that the statements made by gurus within this tradition are (...) of a bipartite nature and describe how an understanding of this bipartite nature can lead to social progress within the tradition. In particular, I highlight how the teachings of the Caitanya Vaiṣṇava tradition can be made consistent with contemporary socially progressive values. I also consider some objections and respond to these. (shrink)

This paper promotes critical realism as a suitable and fruitful philosophical foundation for the development and implementation of urban digital twins. The proliferation of a-theoretical digital twin research and practices, not declaring their philosophical positions, is threatening the scientific soundness of this new paradigm and offers little evidence for reflecting on the knowledge it produces. To address this issue, first, this paper uses focus group discussions to explore digital twin experts’ perceptions of digital twin best practices for urban management and (...) uncover the philosophical worldviews underlying these perceptions. A philosophical worldview is a general orientation about the world that is described in terms of ontological and epistemological assumptions and views on human nature. The inferred philosophical worldviews are then compared with critical realism principles, supporting the argument that critical realism provides a suitable philosophical foundation for digital twin practices in urban management envisaged by participating experts, as well as enhancing current forms of digital twin practice. (shrink)

In the midst of the earth’s pressing climate catastrophe, the nexus between ecology and religion merits further investigation. In this article, I attempt to illuminate certain important aspects of this nexus by analyzing various Hindu eco-theological motifs, with a particular focus on those of the Hindu religious tradition known as Caitanya Vaiṣṇavism. I will compare and contrast the eco-theological motifs of Caitanya Vaiṣṇavism with those of other notable Hindu religious traditions and texts. Ultimately, I attempt to demonstrate that certain Caitanya (...) Vaiṣṇava eco-theological motifs can, when properly interpreted and applied, serve as valuable environmentally oriented conceptual resources. I also argue that these eco-theological motifs can offset some of the conceptual pitfalls that limit the effectiveness of various pan-Hindu eco-theological motifs as conceptual resources for environmental amelioration. Although the Caitanya Vaiṣṇava eco-theological framework is not without conceptual hurdles, I nevertheless maintain that Caitanya Vaiṣṇava eco-theological motifs are worthy of further reflection. (shrink)

The caste system has caused widespread oppression within Hinduism. In this paper, I analyze the Bhagavad Gītā (c. 500 BCE–200 CE) and the Bhāgavata Purāṇa (c. 9th century CE), two highly influential Hindu sacred texts, to understand how they conceptualize the relationship between caste and devotion (bhakti). I argue that there is a societal framework that does not maintain the caste system but which is consistent with these texts' soteriological vision and can be implemented in lieu of such a system. (...) This framework demonstrates that for certain forms of Hindu religiosity, caste is not essential to uphold from a scriptural perspective. Given this framework, the caste system can be challenged and interrogated to a significant extent and alternative societal frameworks can be proposed. I also consider and respond to objections to the framework I put forth. (shrink)

Purpose Digital transformation leverages digital technologies to change current processes and introduce new processes in any organisation’s business model, customer/user experience and operational processes. Artificial intelligence plays a significant role in achieving DT. As DT is touching each sphere of humanity, AI led DT is raising many fundamental questions. These questions raise concerns for the systems deployed, how they should behave, what risks they carry, the monitoring and evaluation control we have in hand, etc. These issues call for the need (...) to integrate ethics in AI led DT. The purpose of this study is to develop an “AI led ethical digital transformation framework”. Design/methodology/approach Based on the literature survey, various existing business ethics decision-making models were synthesised. The authors mapped essential characteristics such as intensity and the individual, organisational and opportunity factors of ethics models with the proposed AI led ethical DT. The DT framework is evaluated using a thematic analysis of 23 expert interviews with relevant AI ethics personas from industry and society. The qualitative data of the interviews and opinion data has been analysed using MAXQDA software. Findings The authors have explored how AI can drive the ethical DT framework and have identified the core constituents of developing an AI led ethical DT framework. Backed by established ethical theories, the paper presents how DT pillars are related and sequenced to ethical factors. This research provides the potential to examine theoretically sequenced ethical factors with practical DT pillars. Originality/value The study establishes deduced and induced ethical value codes based on thematic analysis to develop guidelines for the pursuit of ethical DT. The authors identify four unique induced themes, namely, corporate social responsibility, perceived value, standard benchmarking and learning willingness. The comprehensive findings of this research, supported by a robust theoretical background, have substantial implications for academic research and corporate applicability. The proposed AI led ethical DT framework is unique and can be used for integrated social, technological and economic ethical research. (shrink)

Formal principles governing best practices in classification and definition have for too long been neglected in the construction of biomedical ontologies, in ways which have important negative consequences for data integration and ontology alignment. We argue that the use of such principles in ontology construction can serve as a valuable tool in error-detection and also in supporting reliable manual curation. We argue also that such principles are a prerequisite for the successful application of advanced data integration techniques such as ontology-based (...) multi-database querying, automated ontology alignment and ontology-based text-mining. These theses are illustrated by means of a case study of the Gene Ontology, a project of increasing importance within the field of biomedical data integration. (shrink)

Moral reasoning and arguments are truly a driving force for social change in politics. Without it, progress is impossible. The key is patience, persistence, and mutual respect. Under the right conditions, moral arguments can move mountains — slowly but surely.

ABSTRACT Tests which predict the sex of a fetus have led to female feticide in India, and hence to demands that such tests be banned. This paper examines the arguments for banning such tests. These will depend partly on one's views regarding the morality of feticide: different views are discussed. However the morality of feticide is not the only relevant consideration, especially since it may become possible to choose the sex of the child at conception. Whether or not parents have (...) the right to freedom of choice and information is analysed. Many non‐western societies have special problems since the strong preference for boys may lead to the neglect of female children and to female infanticide. In heavily populated countries like India and China the need to control population growth is an additional complication. The paper concludes that in these societies the case for banning tests is weak. (shrink)

This book presents and argues for a suitably articulated version of consensualism as a form of Kantian moral theory with an ability to powerfully illuminate the moral intuitions to which Kantian and utilitarian theories have traditionally appealed.