This essay defends the view of G. C. Pande that, contrary to received opinion, "ānanda" (bliss, felicity) is accepted by Śaṅkara (ca. 788-820) as a feature of Brahman consistent with and parallel to sat (being) and cit (consciousness). It also includes a counterargument by B. N. K. Sharma, and in conclusion offers a reasoned judgment of the arguments of Śaṅkara and these two contemporary philosophers.

We use the Newell Test as a basis for evaluating ACT-R as an effective architecture for cognitive engineering. Of the 12 functional criteria discussed by Anderson & Lebiere (A&L), we discuss the strengths and weaknesses of ACT-R on the six that we postulate are the most relevant to cognitive engineering.

The fields of machine learning (ML) and cognitive science have developed complementary approaches to computationally modeling human behavior. ML's primary concern is maximizing prediction accuracy; cognitive science's primary concern is explaining the underlying mechanisms. Cross-talk between these disciplines is limited, likely because the tasks and goals usually differ. The domain of e-learning and knowledge acquisition constitutes a fruitful intersection for the two fields’ methodologies to be integrated because accurately tracking learning and forgetting over time and predicting future performance based on (...) learning histories are central to developing effective, personalized learning tools. Here, we show how a state-of-the-art ML model can be enhanced by incorporating insights from a cognitive model of human memory. This was done by exploiting the predictive performance equation's (PPE) narrow but highly specialized domain knowledge with regard to the temporal dynamics of learning and forgetting. Specifically, the PPE was used to engineer timing-related input features for a gradient-boosted decision trees (GBDT) model. The resulting PPE-enhanced GBDT outperformed the default GBDT, especially under conditions in which limited data were available for training. Results suggest that integrating cognitive and ML models could be particularly productive if the available data are too high-dimensional to be explained by a cognitive model but not sufficiently large to effectively train a modern ML algorithm. Here, the cognitive model's insights pertaining to only one aspect of the data were enough to jump-start the ML model's ability to make predictions—a finding that holds promise for future explorations. (shrink)

The fields of machine learning (ML) and cognitive science have developed complementary approaches to computationally modeling human behavior. ML's primary concern is maximizing prediction accuracy; cognitive science's primary concern is explaining the underlying mechanisms. Cross-talk between these disciplines is limited, likely because the tasks and goals usually differ. The domain of e-learning and knowledge acquisition constitutes a fruitful intersection for the two fields’ methodologies to be integrated because accurately tracking learning and forgetting over time and predicting future performance based on (...) learning histories are central to developing effective, personalized learning tools. Here, we show how a state-of-the-art ML model can be enhanced by incorporating insights from a cognitive model of human memory. This was done by exploiting the predictive performance equation's (PPE) narrow but highly specialized domain knowledge with regard to the temporal dynamics of learning and forgetting. Specifically, the PPE was used to engineer timing-related input features for a gradient-boosted decision trees (GBDT) model. The resulting PPE-enhanced GBDT outperformed the default GBDT, especially under conditions in which limited data were available for training. Results suggest that integrating cognitive and ML models could be particularly productive if the available data are too high-dimensional to be explained by a cognitive model but not sufficiently large to effectively train a modern ML algorithm. Here, the cognitive model's insights pertaining to only one aspect of the data were enough to jump-start the ML model's ability to make predictions—a finding that holds promise for future explorations. (shrink)

Practically every contemporary mainstream scientist presumes that all aspects of mind are generated by brain activity. We demonstrate the inadequacy of this picture by assembling evidence for a variety of empirical phenomena which it cannot explain. We further show that an alternative picture developed by F. W. H. Myers and William James successfully accommodates these phenomena, ratifies the common sense view of ourselves as causally effective conscious agents, and is fully compatible with contemporary physics and neuroscience.

Machine learning algorithms pervade contemporary society. They are integral to social institutions, inform processes of governance, and animate the mundane technologies of daily life. Consistently, the outcomes of machine learning reflect, reproduce, and amplify structural inequalities. The field of fair machine learning has emerged in response, developing mathematical techniques that increase fairness based on anti-classification, classification parity, and calibration standards. In practice, these computational correctives invariably fall short, operating from an algorithmic idealism that does not, and cannot, address systemic, Intersectional (...) stratifications. Taking present fair machine learning methods as our point of departure, we suggest instead the notion and practice of algorithmic reparation. Rooted in theories of Intersectionality, reparative algorithms name, unmask, and undo allocative and representational harms as they materialize in sociotechnical form. We propose algorithmic reparation as a foundation for building, evaluating, adjusting, and when necessary, omitting and eradicating machine learning systems. (shrink)

What is the value of having medical students engage in creative production as part of their learning? Creating something new requires medical students to take risks and even to fail--something they tend to be neither accustomed to nor comfortable with doing. “Making stuff” can help students prepare for such failures in a controlled environment that doesn’t threaten their professional identities. Furthermore, doing so can facilitate students becoming resilient and creative problem-solvers who strive to find new ways to address vexing questions. (...) Though creating something new can be fun, this is not the main outcome of interest. Rather, the principle reason we recommend devoting precious curricular time to creative endeavors is because it helps medical students become better doctors. (shrink)

The laboratory animal environment: room for concern.

Recent events in Western Australia culminating in the Royal Commission into Commercial Activities of Government and Other Matters 1992, and the subsequent publication of the Report, highlighted the fact that the commercial activities of the State Government in Western Australia had been in disarray for some time. However, in spite of some early interest in the outcomes of the Report, the general reaction by the public was largely one of disinterest. This paper traces some of the events which took place (...) after the main hearings. A number of leading citizens felt that some action was warranted. In brief, a series of lectures on different apects of business ethics were planned and given to business students at Curtin Business School. This paper highlights some of the observations made during this series of lectures. (shrink)

The Politics of the Texbook analyzes the factors that shape production, distribution and reception of school texts through original essays which emphasize the double-edged quality of textbooks. Textbooks are viewed as systems of moral regulation in the struggle of powerful groups to build political and cultural accord. They are also regarded as the site of popular resistance around discloding the interest underlying schoolknowledge and incorporating alternative traditions.

Examines political philosophies of the classic theorists as a means to understand international dilemmas in the post-Cold War world.

Provides a philosophical analysis of the numerous and distinct conceptions of parenthood. This work considers such issues as the nature and justification of parental rights, the sources of parental obligations, the value of autonomy, and the moral obligations and tensions present within interpersonal relationships.

Page is to be congratulated for challenging some misconceptions about neural representation. However, his target article, and the commentaries to it, highlight that the terms “local” and “distributed” are open to misinterpretation. These terms provide a poor description of neural coding strategies and a better taxonomy might resolve some of the issues.

The method of reflective equilibrium (MRE) is a method of justification popularized by John Rawls and further developed by Norman Daniels, Michael DePaul, Folke Tersman, and Catherine Z. Elgin, among others. The basic idea is that epistemic agents have justified beliefs if they have succeeded in forming their beliefs into a harmonious system of beliefs which they reflectively judge to be the most plausible. Despite the common reference to MRE as a method, its mechanisms or rules are typically expressed (...) in a metaphorical or simplified manner and are therefore criticized as too vague. Recent efforts to counter this criticism have been directed towards the attempt to provide formal explications of MRE. This paper aims to supplement these efforts by providing an informal working definition of MRE. This approach challenges the view that MRE can adequately be characterized only in the negative as a set of anti-essentialisms. I argue that epistemic agents follow MRE iff they follow four interconnected rules, which are concerned with a minimalistic form of foundationalism, a minimalistic form of fallibilism, a moderate form of holism, and a minimalistic form of rationality. In the critical spirit of MRE, the corresponding working definition is, of course, provisional and revisable. In general, the aim is to contribute to a reflective equilibrium (RE) concerning MRE. If it is successful, this working definition provides a better grasp of the most basic elements of the method and thereby enhances our understanding of it. (shrink)

This paper examines the critical role that organizational leaders play in establishing a values based climate. We discuss seven mechanisms by which leaders convey the importance of ethical values to members, and establish the expectations regarding ethical conduct that become engrained in the organizations climate. We also suggest that leaders at different organizational levels rely on different mechanisms to transmit values and expectations. These mechanisms then influence members practices and expectations, further increase the salience of ethical values and result in (...) the shared perceptions that form the organizations climate. The paper is organized in three parts. Part onebegins with a brief discussion of climates regarding ethics and the critical role of values. Part two provides discussion on the mechanisms by which leaders and members transmit values and create climates related to ethics. Part three provides a discussion of these concepts with implications for theory, research, and practice. (shrink)

This paper is based on the findings of research into the attitudes towards business ethics of a group of business students in Western Australia. The questionnaire upon which the research was based was originally used by Preble and Reichel (1988) in an investigation they undertook into the attitudes towards business ethics held by two similar groups of United States and Israeli business students. The specific purpose of the current investigation was to administer the same questionnaire with one minor modification to: (...) (1) two groups of Curtin University students; (2) a group of Asian students from the Australian Institute of Business and Technology (AIBT), a privately funded tertiary institution affiliated with Curtin University; and (3) a group of managers from the Australian Institute of Management (AIM), many of whom would not have been university graduates. The questionnaire was preceded by a profile inventory to establish the participant''s age, sex, occupation, course of study, whether or not they were born in Australia, their attitudes towards religion, and whether or not they saw themselves as ethically minded persons. In the original questionnaire, Preble and Reichel had asked the US and Israeli students to indicate on a five point scale, their attitudes towards a selection of business ethics situations by reflecting on thirty statements. In the replicate study, the means and standard deviations of each response of the four groups of Western Australian students were calculated and then compared with the means and standard deviations of the US and Israeli students. In summary, statistically significant differences in the scores of the original study were noted between nineteen out of thirty of the US and Israeli students in their attitudes towards business ethics. However, a closer examination and interpretation showed several of these differences to have little meaning. (p. 946) The purpose of this current study therefore, was to see if the Curtin, AIBT and AIM students'' results were statistically significant (different) to the US and Israeli student scores. The implications of understanding the way a selected group of business students in Western Australia react towards a range of ethical issues ought to have relevance for those involved in developing management education courses, particularly in view of the current economic and business climate. Studies into attitudes towards ethical issues in business have, as yet, received little attention in Australasia. This present study will hopefully lead to more thoughtful discussion of these issues. (shrink)

I define humility as a virtue that includes both proper self-assessment and a self-lowering other-centeredness. I then argue that humility, so understood, is a virtue in the context of sport, for several reasons. Humility is a component of sportspersonship, deters egoism in sport, fuels athletic aspiration and risk-taking, fosters athletic forms of self-knowledge, decreases the likelihood of an athlete seeking to strongly humiliate her opponents or be weakly humiliated by them, and can motivate an athlete to achieve greater levels of (...) excellence in her sport. In the context of team sports, humility can contribute to an athlete being a better teammate, foster unity amidst diversity within a team, and contribute to the overall moral and athletic excellence of a team. I also argue that an individual who is truly the world's greatest athlete can know and communicate this truth, while remaining humble. (shrink)

Sport builds character. If this is true, why is there a consistent stream of news detailing the bad behavior of athletes? We are bombarded with accounts of elite athletes using banned performance-enhancing substances, putting individual glory ahead of the excellence of the team, engaging in disrespectful and even violent behavior towards opponents, and seeking victory above all else. We are also given a steady diet of more salacious stories that include various embarrassing, immoral, and illegal behaviors in the private lives (...) of elite athletes. Elite sport is not alone in this; youth sport has its own set of moral problems. Parents assault officials, undermine coaches, encourage a win-at-all costs mentality, and in many cases ruin sport for their children. (shrink)

Michael W. Tkacz - Quaestiones super librum Posteriorum - Journal of the History of Philosophy 40:3 Journal of the History of Philosophy 40.3 392-393 Book Review Quaestiones super librum Posteriorum Walter Burley. Quaestiones super librum Posteriorum. Edited by Mary Catherine Sommers. Toronto: Pontifical Institute of Mediaeval Studies, 2000. Pp. x + 214. Cloth, $34.95. In his monumental Le Système du Monde, Pierre Duhem notes that it is difficult to link the fourteenth-century scholastic Walter Burley to any particular school on (...) account of his eclecticism. Indeed, throughout much of the twentieth century, Burley has.. (shrink)

Clustered regularly interspaced short palindromic repeats genome editing has already reinvented the direction of genetic and stem cell research. For more complex diseases it allows scientists to simultaneously create multiple genetic changes to a single cell. Technologies for correcting multiple mutations in an in vivo system are already in development. On the surface, the advent and use of gene editing technologies is a powerful tool to reduce human suffering by eradicating complex disease that has a genetic etiology. Gene drives are (...) CRISPR mediated alterations to genes that allow them to be passed on to subsequent populations at rates that approach one hundred per cent transmission. Therefore, from an anticipatory biomedical ethics perspective, it is possible to conceive gene drive being used with CRISPR to permanently ameliorate aberrant genes from wild-type populations containing mutations. However, there are also a number of possible side effects that could develop as the result of combining gene editing and gene drive technologies in an effort to eradicate complex diseases. In this paper, we critically analyse the hypothesis that the combination of CRISPR and gene drive will have a deleterious effect on human populations from an ethical perspective by developing an anticipatory ethical analysis of the implications for the use of CRISPR together with gene drive in humans. (shrink)

Michael W. Fox, the respected Vice President of the Humane Society of the United States, here looks at the biogenetic controversy and draws some troubling conclusions. Biogenetic research is capable of producing new life forms whose effects may alter the intricate balance of Nature in ways no one can foretell. "Superpigs" that grow larger than any pig before, cows that breed on an accelerated cycle, "new" vegetables, tomatoes that won't freeze - such new life forms can now be patented, (...) making them potential sources of enormous profits for biotech companies. And the record of government, academia, and industry is spotty at best at protecting the earth - yet these same forces are in control of the biogenetic future. Superpigs and Wondercorn is at once an eye-opening survey of a dramatic, sometimes frightening new technology and an impassioned plea to use these new tools in the long-term interests of the global ecosystem. (shrink)

Deliberate contextual vocabulary acquisition (CVA) is a reader’s ability to figure out a (not the) meaning for an unknown word from its “context”, without external sources of help such as dictionaries or people. The appropriate context for such CVA is the “belief-revised integration” of the reader’s prior knowledge with the reader’s “internalization” of the text. We discuss unwarranted assumptions behind some classic objections to CVA, and present and defend a computational theory of CVA that we have adapted to a new (...) classroom curriculum designed to help students use CVA to improve their reading comprehension. (shrink)

Grounded in the canonical gospels and other New Testament passages, especially Philippians 2:1-11, this study offers an account of humility from a Christian perspective.