In this article we investigate origins of several cases of failure of Artificial Intelligence (AI) systems employing machine learning and deep learning. We focus on omission and commission errors in (a) the inputs to the AI system, (b) the processing logic, and (c) the outputs from the AI system. Our framework yields a set of 28 factors that can be used for reconstructing the path of AI failures and for determining corrective action. Our research helps identify emerging themes of inquiry (...) necessary for developing more robust AI-ML systems. We are hopeful that our work will help strengthen the use of machine-learning AI by enhancing the rates of true positive and true negative judgements from AI systems, and by lowering the probabilities of false positive and false negative judgements. (shrink)

Drawing parallels between gender essentialism and cultural essentialism, I point to some common features of essentialist pictures of culture. I argue that cultural essentialism is detrimental to feminist agendas and suggest strategies for its avoidance. Contending that some forms of cultural relativism buy into essentialist notions of culture, I argue that postcolonial feminists need to be cautious about essentialist contrasts between "Western" and "Third World" cultures.

_Dislocating Cultures_ takes aim at the related notions of nation, identity, and tradition to show how Western and Third World scholars have misrepresented Third World cultures and feminist agendas. Drawing attention to the political forces that have spawned, shaped, and perpetuated these misrepresentations since colonial times, Uma Narayan inspects the underlying problems which "culture" poses for the respect of difference and cross-cultural understanding. Questioning the problematic roles assigned to Third World subjects within multiculturalism, Narayan examines ways in which (...) the flow of information across national contexts affects our understanding of issues. _Dislocating Cultures_ contributes a philosophical perspective on areas of ongoing interest such as nationalism, post-colonial studies, and the cultural politics of debates over tradition and "westernization" in Third World contexts. (shrink)

_Dislocating Cultures_ takes aim at the related notions of nation, identity, and tradition to show how Western and Third World scholars have misrepresented Third World cultures and feminist agendas. Drawing attention to the political forces that have spawned, shaped, and perpetuated these misrepresentations since colonial times, Uma Narayan inspects the underlying problems which "culture" poses for the respect of difference and cross-cultural understanding. Questioning the problematic roles assigned to Third World subjects within multiculturalism, Narayan examines ways in which (...) the flow of information across national contexts affects our understanding of issues. _Dislocating Cultures_ contributes a philosophical perspective on areas of ongoing interest such as nationalism, post-colonial studies, and the cultural politics of debates over tradition and "westernization" in Third World contexts. (shrink)

Acquiring expertise in a task is often thought of as an automatic process that follows inevitably with practice according to the log‐log law (aka: power law) of learning. However, as Ericsson, Chase, and Faloon (1980) showed, this is not true for digit‐span experts and, as we show, it is certainly not true for Tetris players at any level of expertise. Although some people may simply “twitch” faster than others, the limit to Tetris expertise is not raw keypress time but the (...) techniques acquired by players that allow them to use the tools provided by the hardware and software to compensate for the game's relentlessly increasing drop speed. Unfortunately, these increases in drop speed between Tetris levels make performance plateaus very short and quickly followed by game death. Hence, a player's success at discovering, exploring, and practicing new techniques for the tasks of board preparation, board maintenance, optimal placement discovery, zoid rotation, lateral movement of zoids, and other tasks important to expertise in Tetris is limited. In this paper, we analyze data collected from 492 Tetris players to reveal the challenges they confronted while constructing expertise via the discovery of new techniques for gameplay at increasingly difficult levels of Tetris. (shrink)

Uma Narayan attempts to clarify what the feminist notion of the 'epistemic privilege of the oppressed' does and does not imply. She argues that the fact that oppressed 'insiders' have epistemic privilege regarding their oppression creates problems in dialogue with and coalitionary politics involving 'outsiders' who do not share the oppression, since the latter fail to come to terms with the epistemic privilege of the insiders. She concretely analyzes different ways in which the emotions of insiders can be inadvertantly (...) hurt by outsiders and suggests ways in which such problems can be minimized. (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)

Objective: To explore the relationship between the presentation of suffering and support for euthanasia in the British news media.Method: Data was retrieved by searching the British newspaper database LexisNexis from 1996 to 2000. Twenty-nine articles covering three cases of family assisted suicide were found. Presentations of suffering were analysed employing Heidegger’s distinction between technological ordering and poetic revealing.Findings: With few exceptions, the press constructed the complex terrain of FAS as an orderly or orderable performance. This was enabled by containing the (...) contradictions of FAS through a number of journalistic strategies: treating degenerative dying as an aberrant condition, smoothing over botched attempts, locating the object of ethical evaluation in persons, not contexts, abbreviating the decision making process, constructing community consensus and marginalising opposing views.Conclusion: The findings of this study support the view that news reporting of FAS is not neutral or inconsequential. In particular, those reports presenting FAS as an orderly, rational performance were biased in favor of technical solutions by way of the legalisation of euthanasia and/or the involvement of medical professionals. In contrast, while news reports sensitive to contradiction did not necessarily oppose euthanasia, they were less inclined to overtly support technical solutions, recognising the importance of a trial to address the complexity of FAS. (shrink)

Study of Tattvacintāmaṇididhiti of Raghunātha Śiromaṇi, commentary on Pakṣatā, portion of Tattvacintāmaṇi of Gaṅgeśa, dealing with the essential nature of proposition (pakṣatā), of Navya Nyāya school in Hindu philosophy.

A hypertext learner navigates with a instinctive feeling for a knowledge. The learner does not know her queries, although she has a feeling for them. A learner’s navigation appears as complete upon the emergence of an aesthetic pleasure, called rasa. The order of arrival or the associational logic and even the temporal order are not relevant to this emergence. The completeness of aesthetics is important. The learner does not look for the intention of the writer, neither does she look for (...) significance. Lexia has a suggestive power and she is suggested in the arrival of aesthetics. Hypertext learning does not depend on communication. The learner in her pleasure transgresses the bounds of space-time to be in communion with several writers/learners. Hypertext learning does not appear to be fundamentally different from the analog learning; however, in performance, as in navigation, the learner assumes a mental state that helps her in her emergence into aesthetic bliss, of an arrival to the completed lexial navigation. This completeness is owing to aesthetics and is not owing to either the semantics or the query-fulfilling qualities. (shrink)

Contemporary democracy has given primacy to thought. Building up institutions on thought and reasoned discourse excludes out human actions derived not from thought that one thinks. Ordinary life is visited by emotion and passion. Such actions of unknown origin are captured best in the drama. Indian theory and practice of drama and the poetics offer communion between the performer and the viewer. Blissful relish of the actions and the dialogues lift up the banal actions from the ordinary to a state (...) beyond simple event. Relishing thus resides in cognition. Drama in theory and in its practice thus offers foundation to institutions that could embrace independent actions as well. In relish there is cognition and reasoning alone cannot lay claim. Folk life and folk actions thus could be emancipatory. (shrink)

This paper addresses questions of women’s autonomy in India and analyses its location within the legal discourse. The women’s movement has primarily tried to analyse questions of women’s autonomy through exploring women’s position in law. Among other indicators, women’s position in society is often analysed through marriage, divorce and property acts. This paper analyses the evolution of these acts and critiques whether they have led to women’s autonomy or merely subsumed questions of autonomy resulting in further marginalization of women in (...) the polity. The paper begins with the assumption that locations matter and that laws affect different women differently, particularly in the context of India where civil law is constantly pitted against personal and customary law. To understand the situation of women in India, therefore, an understanding of the evolution of laws seems necessary, because laws are considered to be primary markers of autonomy. (shrink)

The essays in this volume bring to their focuses on philosophical issues the new angles of vision created by the multicultural, global, and postcolonial feminisms that have been developing around us.

I point to a colonial care discourse that enabled colonizers to define themselves in relationship to "inferior" colonized subjects. The colonized, however, had very different accounts of this relationship. While contemporary care discourse correctly insists on acknowledging human needs and relationships, it needs to worry about who defines these often contested terms. I conclude that improvements along dimensions of care and of justice often provide "enabling conditions" for each other.

One hundred and fifty years ago, a hopeful young researcher reported a recent discovery he had made. Working in the bowels of a medieval castle in the German city of Tübingen, he had isolated a then entirely new type of molecule. This was the birth of a field that would fundamentally change the course of biology, medicine, and beyond. His discovery: DNA. His name: Friedrich Miescher. In this article, the authors try to find answers to the question why—despite the fact (...) that virtually everyone nowadays knows DNA—hardly anyone remembers the man who discovered it. In the history of science, the discovery of DNA was a seminal moment. Why then did it not enter into public memory? Ground‐breaking discoveries can occur in a historical context that is not ready to appreciate them. But that's not all that decides who is remembered and who is forgotten. Scientific pioneers sometimes fail to publicize their findings in a way that ensures that they receive the attention they merit. As discussed here, their personalities and habits may cause discoveries to be “overwritten” by more recent researchers, resulting in distorted cultural memories no longer reflecting the initial event. (shrink)

Acquiring expertise in a task is often thought of as an automatic process that follows inevitably with practice according to the log‐log law (aka: power law) of learning. However, as Ericsson, Chase, and Faloon (1980) showed, this is not true for digit‐span experts and, as we show, it is certainly not true for Tetris players at any level of expertise. Although some people may simply “twitch” faster than others, the limit to Tetris expertise is not raw keypress time but the (...) techniques acquired by players that allow them to use the tools provided by the hardware and software to compensate for the game's relentlessly increasing drop speed. Unfortunately, these increases in drop speed between Tetris levels make performance plateaus very short and quickly followed by game death. Hence, a player's success at discovering, exploring, and practicing new techniques for the tasks of board preparation, board maintenance, optimal placement discovery, zoid rotation, lateral movement of zoids, and other tasks important to expertise in Tetris is limited. In this paper, we analyze data collected from 492 Tetris players to reveal the challenges they confronted while constructing expertise via the discovery of new techniques for gameplay at increasingly difficult levels of Tetris. (shrink)

On the tenets of Sankhya philosophy in the light of Vijnanabhiksu's bhāṣya and Yoga varttika.

Two algebraic structures, the contrapositionally complemented Heyting algebra (ccHa) and the contrapositionally |$\vee $| complemented Heyting algebra (c|$\vee $|cHa), are studied. The salient feature of these algebras is that there are two negations, one intuitionistic and another minimal in nature, along with a condition connecting the two operators. Properties of these algebras are discussed, examples are given and comparisons are made with relevant algebras. Intuitionistic Logic with Minimal Negation (ILM) corresponding to ccHas and its extension |${\textrm {ILM}}$|-|${\vee }$| for c|$\vee (...) $|cHas are then investigated. Besides its relations with intuitionistic and minimal logics, ILM is observed to be related to Peirce’s logic and Vakarelov’s logic MIN. With a focus on properties of the two negations, relational semantics for ILM and |${\textrm {ILM}}$|-|${\vee }$| are obtained with respect to four classes of frames, and inter-translations between the classes preserving truth and validity are provided. ILM and |${\textrm {ILM}}$|-|${\vee }$| are shown to have the finite model property with respect to these classes of frames and proved to be decidable. Extracting features of the two negations in the algebras, a further investigation is made, following logical studies of negations that define the operators independently of the binary operator of implication. Using Dunn’s logical framework for the purpose, two logics |$K_{im}$| and |$K_{im-{\vee }}$| are discussed, where the language does not include implication. The |$K_{im}$|-algebras are reducts of ccHas and are different from relevant algebraic structures having two negations. The negations in the |$K_{im}$|-algebras and |$K_{im-{\vee }}$|-algebras are shown to occupy distinct positions in an enhanced form of Dunn’s kite of negations. Relational semantics for |$K_{im}$| and |$K_{im-{\vee }}$| is provided by a class of frames that are based on Dunn’s compatibility frames. It is observed that this class coincides with one of the four classes giving the relational semantics for ILM and |${\textrm {ILM}}$|-|${\vee }$|⁠. (shrink)

This book delves deep into the Social Construction of Theory, comparative epistemology and intellectual history to stress the interrelationship between diverse cultures during the colonial period and bring forth convincing evidence of how the 19th century was shaped. It approaches an interesting relation between the linguistic studies of 19th century’s scientific world and subsequent widespread acceptance of the empirically weak theory of the Aryan invasion. To show entangled history in a globalized world, the book draws on the Aryan Invasion Theory (...) to highlight how different socio-religious parties commonly shape a new theory. It also explores how research is affected by the so-called social construction of theory and comparative epistemology, and deals with scholarly advancement and its relation with contemporary socio-political demands. The most significant conclusion of the book is that academic studies are prone to comparative epistemology, even under the strict scrutiny of the so-called scientific methods. (shrink)

We highlight how Corporate Social Responsibility can be strategically used against the negative perception from earnings management. Using international data, we analyse the effect of CSR and EM on the cost of capital and corporate reputation. Results confirm that CSR strategy is positively valued by investors and other stakeholders. Contrary to EM, CSR has a positive effect on corporate reputation and lowers the cost of capital. In addition, we also find that the favourable effect of CSR on cost of capital (...) is consistently more intense in firms that show signs of EM indicating that the market does not identify when CSR practices are used as a strategy to mask EM. We also demonstrate how institutional factors influence the above relationship. (shrink)

Huey P. Newton remains one the left’s intellectual enigmas. Although lauded for being the leader of the Black Panther Party, Newton is relatively unacknowledged as an intellectual. This article challenges the neglect of Newton’s thought by shedding light on his theory of empire, and the present-day value of returning to his thought. The article centres on how Newton’s critique of what he called ‘reactionary intercommunalism’ prefigures many of the elements found in the work of Hardt and Negri on empire. This (...) comparison will be used to show how Newton not only foresaw elements of the rise of contemporary neoliberal globalization, but also offered an idea of political solidarity and revolutionary politics for such a context. The article concludes by highlighting how Newton’s ideas about the need for a war of position based on ‘survival pending revolution’ presents a more theoretically and empirically salient conceptualization of resistance than his successors. (shrink)

Inconsistent corporate social responsibility (CSR) practices across stakeholder groups may induce undesired consequences for the firm. This study investigates the longitudinal and differential effect of chief executive officer (CEO) tenure on external and internal CSR and the moderating effects of two important contingencies relevant to the firm's social investments: firm visibility and slack availability. It presents CEO tenure as an important upper echelon factor that may induce differential preferences toward external and internal CSR and, therefore, CSR inconsistencies. Accordingly, it proposes (...) two important and relevant contingencies and provides additional evidence on how a firm's visibility and slack availability could affect CEO tenure-related differential behaviors. The findings contribute to studies on the temporal orientations of CEOs and how they impact firm strategic behavior. They also contribute to the literature on firm visibility and slack and how they may interact with certain upper echelon characteristics and affect firm behaviors. The analysis cautions against the perceptions of the relationships between firm- and CEO-level variables and a firm's aggregate CSR. (shrink)

This essay analyzes why women whose immigration status is dependent on their marriage face higher risks of domestic violence than women who are citizens and explores the factors that collude to prevent acknowledgment of their greater susceptibility to battering. It criticizes elements of current U.S. immigration policy that are detrimental to the welfare of battered immigrant women, and argues for changes that would make immigration policy more sensitive to their plight.

A structural theorem for Kleene algebras is proved, showing that an element of a Kleene algebra can be looked upon as an ordered pair of sets, and that negation with the Kleene property is describable by the set-theoretic complement. The propositional logic \ of Kleene algebras is shown to be sound and complete with respect to a 3-valued and a rough set semantics. It is also established that Kleene negation can be considered as a modal operator, due to a perp (...) semantics of \. Moreover, another representation of Kleene algebras is obtained in the class of complex algebras of compatibility frames. One concludes with the observation that \ can be imparted semantics from different perspectives. (shrink)

Urbanization affects concurrent human-animal interactions as a result of altered resource availability and land use pattern, which leads to considerable ecological consequences. While some animals have lost their habitat due to urban encroachment, few of them managed to survive within the urban ecosystem by altering their natural behavioral patterns. The feeding repertoire of folivorous colobines, such as gray langur, largely consists of plant parts. However, these free-ranging langurs tend to be attuned to the processed high-calorie food sources to attain maximum (...) benefits within the concrete jungle having insignificant greenery. Therefore, besides understanding their population dynamics, the effective management of these urbanized, free-ranging, non-human primate populations also depends on their altered feeding habits. Here, we have used a field-based experimental setup that allows gray langurs to choose between processed and unprocessed food options, being independent of any inter-specific conflicts over resources due to food scarcity. The multinomial logit model reveals the choice-based decision-making of these free-ranging gray langurs in an urban settlement of West Bengal, India, where they have not only learned to recognize the human-provisioned processed food items as an alternative food source but also shown a keen interest in it. However, such a mismatch between the generalized feeding behavior of folivorous colobines and their specialized gut physiology reminds us of Liem's paradox and demands considerable scientific attention. While urbanization imposes tremendous survival challenges to these animals, it also opens up for various alternative options for surviving in close proximity to humans which is reflected in this study, and could guide us for the establishment of a sustainable urban ecosystem in the future. (shrink)