In “The misguided quest for the ethics of enhancement”, Tom Murray makes two related claims. First, he argues that “understanding the ethics of enhancement is deeply dependent on context". Second, he suggests that, as a consequence, we should not look for “a single all-purpose ethics for every form of human enhancement”. In this brief response, I argue that while Murray is correct in the first of these claims, there is an important sense in which he is wrong in the second. (...) His focus on the ethics of enhancement in sport serves him well in illustrating how our reasons to embrace or resist technological change as it impacts on athletes and players depends crucially on “why we play” and, in particular, on nature of the excellences made possible by the current rules of the game. However, the thing about life is that the “rules” are unknown and the meaning of participation and the excellences it makes possible are widely disputed. For this reason, a focus on the ethics of sport serves us less well when it comes to the larger question of the attitude we should take towards “human enhancement”. In the context of the profound disputes about the nature of the good in modern liberal societies, we may indeed need a single, robust, theoretical framework through which to resolve questions about enhancement – although whether this is best thought of as an “ethics” or a “politics” of enhancement is a further (and difficult) question. Regardless of how such a framework is conceived, Murray’s observations about the importance of context, the significance of competition, and the attractions of a “public health ethics” approach, all serve to alert us to just how difficult the task of developing an ethics for human enhancement more generally is likely to be. (shrink)

Information communication technology is spreading fast and wide. Driven by convenience, it enables people to undertake personal tasks and make decisions more easily and efficiently. Convenience enjoys an air of liberation as well as self-expression affecting all areas of life. The industry for children's toys is a major economic market becoming ever more tech-related and drawn into the battle for convenience. Like any other tech-related industry, this battle is about industry dominance and, currently, that involves networked toys. Networked toys (...) aim to enhance convenience for children and parents alike. Increasingly difficult to resist, these convenient networked devices are also a societal game changer. Neatly nestled in a lacuna juris and surrounded by a lack of clinical evidence, networked toys raise complex ethical issues concerning human development. This article lays bare the regulatory nexus for networked toys and invites ethical thinking to fill the gap to ensure sufficient protection for all human developmental stages. Networked toys not only affect but also might interfere with child development. Therefore, the article initially summarises the four key psychological stages through which the neurological development of the human brain processes. Each of these stages involves vital windows for human development in cognitive, emotional and social dimensions. Missing any of these developmental windows changes an individual human for life. The article then takes a look at the two main legal frameworks protecting the stages of human development which are applicable to networked toys: First, the examination of the human rights framework with its major segments emanating from the fundamental rights to privacy for family and home, to a child's education as well as to personal data reveals the use of current networked toys as a shielded part of parenting which tends to be at odds with privacy and data protection requirements. Second, the product liability framework for toy manufacturers requires evidence-based causality for putting a child's safety at risk. Unfortunately, these legal frameworks fail to offer sufficient protection of the human developmental stages. There is a lacuna juris. Although networked toys involve the risk of negatively impacting human development in every dimension, clinical psychological studies are impossible to acquire as court evidence for product liability because they take too long to provide reliable data while exposing several generations of children to the examined risk in the process. Meanwhile the temptation of convenience continues to drive the industry and consumers of networked toys and devices, which are already impacting children of all age groups. Accepting this phenomenon as an element of cognitive dissonance in society and in science falls far short of an appropriate ethical balance. The need for creating such an ethical balance concerning networked toys is all the more imperative because even if the networked toy industry managed to eliminate all psychological risks for human development and every legal conflict with privacy and security, significant ethical and societal risks of networked toys remain due to inevitable technological bias. Against these mounting changes, it is suggested that only an ethical approach of interdisciplinary research and learning seems most promising to develop an appropriate equilibrium between the complex challenges posed by networked toys and the societal values at stake. (shrink)

The authors of Connected Gaming effectively update Yasmin B. Kafai’s 1995 discussion of “the first constructionist gaming project”, originally published as Minds in Play: Games to Be Played, Ga...

The design, implementation, and outcome of game-based learning for learners with disabilities have not been sufficiently examined systematically. Particularly, learner-based and contextual factors, as well as the essential roles played by various stakeholders, have not been addressed when game-based learning applications are used in special education. Therefore, a systematic literature review using the Activity Theory was conducted to analyse studies about game-based learning for learners with disabilities. Content analysis of 96 studies reported relevant (...) information with respect to each activity component— subject, technology, object, rules, community, division of labour and outcome. Furthermore, this study identified existing gaps from the reviewed studies, including occasional lack of parental engagement, difficulty of standardising performance measures due to the heterogeneity of learner profiles and contradictions. Finally, recommendations were made under each activity component. The study concluded that both general and domain-specific guidelines should be created for each disability category proposed in this review to assist practitioners who wish to use game-based learning with learners with disabilities. (shrink)

By employing binary committee choice problems, this paper investigates how varying or eliminating feedback about payoffs affects: subjects’ learning about the underlying relationship between their nominal voting weights and their expected payoffs in weighted voting games; the transfer of acquired learning from one committee choice problem to a similar but different problem. In the experiment, subjects choose to join one of two committees and obtain a payoff stochastically determined by a voting theory. We found that: subjects (...) learned to choose the committee that generates a higher expected payoff even without feedback about the payoffs they received; there was statistically significant evidence of “meaningful learning” only for the treatment with no payoff-related feedback. This finding calls for re-thinking existing models of learning to incorporate some type of introspection. (shrink)

This paper examines how young peoples’ lived experiences with personal technologies can be used to teach engineering ethics in a way which facilitates greater engagement with the subject. Engineering ethics can be challenging to teach: as a form of practical ethics, it is framed around future workplace experience in a professional setting which students are assumed to have no prior experience of. Yet the current generations of engineering students, who have been described as ‘digital natives’, do however have immersive personal (...) experience with digital technologies; and experiential learning theory describes how students learn ethics more successfully when they can draw on personal experience which give context and meaning to abstract theories. This paper reviews current teaching practices in engineering ethics; and examines young people’s engagement with technologies including cell phones, social networking sites, digital music and computer games to identify social and ethical elements of these practices which have relevance for the engineering ethics curricula. From this analysis three case studies are developed to illustrate how facets of the use of these technologies can be drawn on to teach topics including group work and communication; risk and safety; and engineering as social experimentation. Means for bridging personal experience and professional ethics when teaching these cases are discussed. The paper contributes to research and curriculum development in engineering ethics education, and to wider education research about methods of teaching ‘the net generation’. (shrink)

Contents. Introduction. 1. Preliminaries. 2. Normal Form Games. 3. Extensive Games. 4. Applications of Game Theory. 5. The Methodology of Game Theory. Conclusion. Appendix. Bibliography. Index. Does game theory—the mathematical theory of strategic interaction—provide genuine explanations of human behaviour? Can game theory be used in economic consultancy or other normative contexts? Explaining Games: The Epistemic Programme in Game Theory—the first monograph on the philosophy of game theory—is an attempt to combine insights from epistemic logic (...) and the philosophy of science to investigate the applicability of game theory in such fields as economics, philosophy and strategic consultancy. I prove new mathematical theorems about the beliefs, desires and rationality principles of individual human beings, and explore in detail the logical form of game theory as it is used in explanatory and normative contexts. I argue that game theory reduces to rational choice theory if used as an explanatory device, and that game theory is nonsensical if used as a normative device. A provocative account of the history of game theory reveals that this is not bad news for all of game theory, though. Two central research programmes in game theory tried to find the ultimate characterisation of strategic interaction between rational agents. Yet, while the Nash Equilibrium Refinement Programme has done badly thanks to such research habits as overmathematisation, model-tinkering and introversion, the Epistemic Programme, I argue, has been rather successful in achieving this aim. "The 'epistemic' approach to game theory has emerged over the past twenty-five years. What is this approach? How does it differ from the conventional equilibrium-based approach to game theory? What have been its strengths and weaknesses to date? To find out, read this comprehensive and excellently written account". Adam Brandenburger, J. P. Valles Professor of Business Economics and Strategy, Stern School of Business, New York University "Reading Boudewijn de Bruin's book should be rewarding both for game theorists interested in the conceptual foundations of their discipline and for philosophers who want to learn more about formal analysis of strategic interaction. It provides an in-depth logical study of the currently dominant epistemic approaches to non-cooperative games, with an eye both to the attractions and to the serious challenges facing the Epistemic Programme". Wlodek Rabinowicz, Professor of Practical Philosophy, Department of Philosophy, Lund University . (shrink)

Mental representations remain the central posits of psychology after many decades of scrutiny. However, there is no consensus about the representational format(s) of biological cognition. This paper provides a survey of evidence from computational cognitive psychology, perceptual psychology, developmental psychology, comparative psychology, and social psychology, and concludes that one type of format that routinely crops up is the language-of-thought (LoT). We outline six core properties of LoTs: (i) discrete constituents; (ii) role-filler independence; (iii) predicate–argument structure; (iv) logical operators; (v) (...) inferential promiscuity; and (vi) abstract content. These properties cluster together throughout cognitive science. Bayesian computational modeling, compositional features of object perception, complex infant and animal reasoning, and automatic, intuitive cognition in adults all implicate LoT-like structures. Instead of regarding LoT as a relic of the previous century, researchers in cognitive science and philosophy-of-mind must take seriously the explanatory breadth of LoT-based architectures. We grant that the mind may harbor many formats and architectures, including iconic and associative structures as well as deep-neural-network-like architectures. However, as computational/representational approaches to the mind continue to advance, classical compositional symbolic structures – that is, LoTs – only prove more flexible and well-supported over time. (shrink)

The return of a classic book about games and play that illuminates the relationship between the well-played game and the well-lived life. In The Well-Played Game, games guru Bernard De Koven explores the interaction of play and games, offering players—as well as game designers, educators, and scholars—a guide to how games work. De Koven's classic treatise on how human beings play together, first published in 1978, investigates many issues newly resonant in the era of video and (...) computer games, including social gameplay and player modification. The digital game industry, now moving beyond its emphasis on graphic techniques to focus on player interaction, has much to learn from The Well-Played Game. De Koven explains that when players congratulate each other on a “well-played” game, they are expressing a unique and profound synthesis that combines the concepts of play (with its associations of playfulness and fun) and game (with its associations of rule-following). This, he tells us, yields a larger concept: the experience and expression of excellence. De Koven—affectionately and appreciatively hailed by Eric Zimmerman as “our shaman of play”—explores the experience of a well-played game, how we share it, and how we can experience it again; issues of cheating, fairness, keeping score, changing old games (why not change the rules in pursuit of new ways to play?), and making up new games; playing for keeps; and winning. His book belongs on the bookshelves of players who want to find a game in which they can play well, who are looking for others with whom they can play well, and who have discovered the relationship between the well-played game and the well-lived life. (shrink)

This paper explores the potential and relevance of an innovative sociological research method known as the Imitation Game for research in health care. Whilst this method and its potential have until recently only been explored within sociology, there are many interesting and promising facets that may render this approach fruitful within the health care field, most notably to questions about the experiential knowledge or ‘expertise’ of chronically ill patients. The Imitation Game can be especially useful because it (...) provides a way to map this experiential knowledge more systematically, without falling in the dual trap of either over-relying on in-depth, but highly specific phenomenological ‘insider’-approaches that are hard to generalize, or, alternatively, problematically reducing the rich life-worlds of patients to a set of indicators in a questionnaire. The main focus of this paper is theoretical and conceptual: explaining the Imitation Game method, discussing its usefulness in the health care domain, and exploring the ways in which the approach can be utilized for chronic illness care. The paper presents both a conceptual and empirical exploration of how the Imitation Game method and its underlying theoretical concepts of ‘contributory expertise’ and ‘interactional expertise’ can be transferred from the sociological realm to the field of health care, what kinds of insights can be gained from the method, which methodological issues it may raise, and what potentially fruitful research routes can be explored. I argue that the Imitation Game can be thought of as a ‘social learning experiment’ that simultaneously enables the participants to learn from each other’s perspectives, allows researchers to explore exciting new possibilities, and also offers the tools to intervene in the practice that is being studied. (shrink)

Can video games teach students about the history and philosophy of science? This paper reports the results of a study investigating the effects of playing an educational video game on students’ knowledge of Galileo’s life and times, the nature of scientific evidence, and Aristotle’s and Galileo’s views of the cosmos. In the game, students were immersed in a computer simulation of 16th century Venice where they interacted with an avatar of Galileo and other characters. Over a period (...) of two weeks, 71 undergraduates were exposed to lectures about Galileo and the Copernican revolution in a traditional classroom setting. However, only half of the students also played the game. The other half were only exposed to lectures. The knowledge of both groups was assessed at the beginning and end of the two-week period. The results demonstrated objective improvements in knowledge for the experimental group while the control group showed virtually no change. Implications of these findings for teaching and learning the history and philosophy of science are discussed. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Learning in Dramatic and Virtual Worlds:What Do Students Say About Complementarity and Future Directions?John O'Toole (bio) and Julie Dunn (bio)A top financial backer has arrived to determine which team of computer interaction designers has developed the most exciting and innovative proposal for the Everest component of the Virtually Impossible Computer Company's Conquerors of the World Series. Tension is high as the presentations begin, but this tension soon (...) turns to outright conflict as some proposals suggest George Mallory as the conqueror, and the financial backer will have none of him. The backer, it seems, has her own agenda and is determined to allow for only one view of history—the one that records Sir Edmund Hillary as a New Zealand hero and the only real conqueror of the tallest mountain on earth. The designers become more and more agitated until suddenly someone bangs their hand on the table and calls out, "Hang on... just because you've got the money doesn't mean... kids need to learn about both these men... they need to learn about history." With that the drama is cut by the teacher. The deep understandings about "history's purchased page" that can be generated when drama and computers are brought together for learning have been made explicit... but could these same outcomes have been achieved using just one of these approaches?IntroductionThe research explored within this article was generated as part of the Media Station, a project funded by the Australasian Collaborative Research Centre for Interaction Design (ACID), with an overall mission to investigate the potential of massively multiplayer online games for learning. This particular subproject, History's Purchased Page, saw researchers from interaction design [End Page 89] and drama education come together with a group of young learners to investigate their perceptions of the complementarity of computers and live classroom drama and to brainstorm future possibilities for applying computer-based technologies to drama-based learning. We sought to discover the following:• What do young learners say about how they experience and value learning in a context involving a combination of drama and computers?• What ideas do these young learners have about how future technologies might enrich the complementarity of this combination?As the drama researchers involved in this project, we had been experimenting with this perhaps slightly unusual combination for over a decade by incorporating computers into a number of our drama units within our primary textbook Pretending to Learn.1 Our goal in these experimentations had always been to enrich the classroom drama experience by taking advantage of the information capacity of the Internet and other computer-based resources, including databases. For example, we had used The First Fleet Database2 to support a drama unit where the learners take on the role of convicts arriving in Australia in 1788. We discovered that this material, combined with other documentation and historical materials available via the Internet, greatly enhanced not only the historical accuracy of the work but also the level of engagement experienced by the learners when in role. Therefore, we were very keen to extend this work by exploring new possibilities and were especially keen to develop a better understanding of what the learners made of this interactivity.In recent years the partnering of these two quite different approaches to learning has developed quite a research following, and a number of drama teachers and researchers have become interested in the complementarity of these ways of learning.3 At the same time, researchers and designers from the field of computer-assisted learning have also noted these connections. This goes back to the work of Brenda Laurel, who first drew attention to the intriguing links between computers and theatre in her now famous text Computers as Theatre.4 With the rapid growth of interactive learning tools such as 3-D immersive worlds, blogs, and online voice and text chat spaces, the opportunities for exploration of these connections have also grown, with each of these offering exciting new possibilities when used in conjunction with the highly interactive and engaging strategies of process drama.Process drama is a way of group learning, through whole-class improvised drama, with students (and sometimes the... (shrink)

Wittgenstein explores learning through practice in the Philosophical Investigations by means of an extended analogy with games. However, does this concern with learning also necessarily extend to education, in our institutional understanding of the word? While Wittgenstein's examples of language learning and use are always shared or social, he does not discuss formal educational institutions as such. He does not wish to found a ‘school of thought’, and is suspicious of philosophy acting as a theory that can (...) be applied to other areas of life. While Wittgenstein's focus on developing independent thinking was neither individualistic nor anti-institutional, it did, however, focus on developing the thinking of his students rather than theorising about how this could be applied on a large scale. An analysis of Hermann Hesse's novel, The Glass Bead Game will help us to pick up where Wittgenstein deliberately left off—thinking about how (or if) one can institutionalise learning methods that encourage thinking for oneself. These differences in the writers’ treatment of education will become evident in the differences between their game analogies. While language-games combat our ‘craving for generality’ in Philosophical Investigations, the Glass Bead Game represents this craving, and how it manifests itself throughout history in disciplines other than logic and philosophy of language. It also represents the potential for institutions to become insular, exclusive communities. (shrink)

I present an experiment on learning about a game in an initially unknown environment. Subjects play repeatedly simple 2 × 2 normal-form coordination games. I compare behavioral learning algorithms for different feedback information. Minimal feedback only informs about own payoffs, while additional feedback informs about own payoffs and the opponent’s choice. Results show that minimal feedback information leads to a myopic learning algorithm, while additional feedback induces non-myopic learning and increases the impulse (...) with which players respond to payoff differences. Finally, there is evidence for a strategy transfer across games which differ only according to the relabel of actions, but not according to permutation in the payoff matrix. (shrink)

Research into the use of videogames in education is on the rise, and they are cementing their position as part of the modernized, digital classroom. Sustainability education has also become a subject of interest among environmentally minded game developers and understanding the educational impact of such games is rapidly becoming an important field. This study examined the educational potential of the digital simulated ecosystem known as Eco, in order to reveal how playing Eco might promote environmental literacy and consciousness (...) surrounding ecosystems. Qualitative data from 7 respondents were subjected to a thematic analysis, revealing two main themes that highlight both game-based learning outcomes as well as barriers against learning. The findings indicate that Eco is a viable tool for promoting environmental literacy about ecosystems, and suggestions for future implementation of Eco are provided. (shrink)

Transparency has been proposed as a way of handling value-ladenness in machine learning (ML). This article highlights limits to this strategy. I distinguish three kinds of transparency: epistemic transparency, retrospective value transparency, and prospective value transparency. This corresponds to different approaches to transparency in ML, including so-called explainable artificial intelligence and governance based on disclosing information about the design process. I discuss three sources of value-ladenness in ML—problem formulation, inductive risk, and specification gaming—and argue that retrospective value transparency (...) is only well-suited for dealing with the first, while the third raises serious challenges even for prospective value transparency. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Aesthetic Classroom and the Beautiful GameBradley Baurain (bio)IntroductionSoccer fans will not be surprised that understanding "the beautiful game" can contribute to understandings of teaching and learning. After all, at least one theorist sees "the nature of all social life" to be reflected in soccer: "The unfolding match between team-mates and opponents [illustrates] … the interdependency of human beings, and the 'flexible lattice-work of tensions' generated through (...) their social bonds. Power flows fluidly between players, jockeying for possession and moving between attack and defence."1 Another finds striking parallels between cultural history and tactics of play in soccer, including a "modernist" period emphasizing cautious ball control and defense-oriented player formations, and the current "postmodern" style emphasizing creativity and fluidity; he even identifies the history of the free kick as a microcosm of the whole.2The idea I explore in this essay is in a sense simply an extended analogy: A well-played soccer game has much in common with a well-taught lesson or course. Features of the one are set for comparison and discussion alongside features of the other. Yet, as with any good analogy, matters are not really so simple. One makes the comparison so that the juxtaposed items inform and illuminate one another—that is, one looks at a thing in order to see a different thing more clearly. So while I contend that soccer has much in common with teaching, the reverse is also true; I am not using soccer only as a "way through" to teaching. Neither of my terms of comparison are merely means to an end; instead both are ends in themselves. Reading the soccer parts of this essay will, I trust, inform and illuminate teaching and [End Page 50] curriculum, but at the same time my goal is for any soccer player who might read the teaching parts also to learn something about "the beautiful game."Soccer, "the beautiful game," is an apt comparison for the aesthetic classroom. My thoughts on what characterizes aesthetic teaching will emerge and take on flesh as this essay develops, but let me begin by describing it as "concerned for acts of mind as opposed to end products, fluidity and imagination rather than fixed sequence, judgment within learning experiences in contrast to deciding everything in advance, and dwelling with subject matter rather than merely covering subject matter."3 As Wanda May comments: "I suggest that when teaching is done well … it is a work of art because we reconfigure and decorate our spaces, make our marks, elevate ourselves and others above confinement, routine, and the mundane. We expand our capacity to see, hear, love, critique, and act on our possibilities in the world."4 I could as easily have applied both of these quotations to soccer. It is no accident that John Dewey links sports with the aesthetic: "Dance and sport are activities in which acts once performed spontaneously in separation are assembled and converted from raw, crude material into works of expressive art."5I anchor my discussion in four concepts foundational to the aesthetic classroom: play, relationality, process, and flow. My analysis of each of these key ideas moves back and forth among soccer, aesthetic and pedagogical theory, and classroom research and narratives. Examples, including those from my own experience, are drawn primarily from the related fields of language education and English as a Second Language (ESL). If soccer and the classroom can have much in common, another way of introducing this essay is to say that I spend it trying to see what takes place in the gaps, in the "muchness" that lies between the two terms of the analogy. I hope that readers will "make much" of this, too, for without them the seeing remains incomplete.The Concept of Play, Playing with ConceptsThough it has become a multibillion-dollar global business, at its best soccer is play: "We play sport, we don't work sport."6 Play means having fun and inspiring joy, but this sense of freedom does not mean play is unstructured. Games have rules, skills, procedures, and boundaries, and these features enable rather than constrain. From Dewey's point of view, they are... (shrink)

A commitment to receive input from stakeholders is often obligatory in the crafting of environmental policies. This requirement is presumed to satisfy certain conditions of democracy. The need for stakeholder input is quite intuitive; public decision makers want to know what their constituents—or at least a limited number of them—think about certain issues. At the same time, individuals, groups, communities, and various interest groups want to learn about the plans that authoritative agencies have concerning those things that affect (...) their daily lives. In light of this widespread commitment to stakeholder input, it is surprising that little attention has been paid to the necessary conditions under which .. (shrink)

In the exuberance that followed Einstein’s discoveries, philosophers at one time or another have proposed that his theories support virtually every conceivable moral in ontology. I present an opinionated assessment, designed to avoid this overabundance. We learn from Einstein’s theories of novel entanglements of categories once held distinct: space with time; space and time with matter; and space and time with causality. We do not learn that all is relative, that time in the fourth dimension in any non-trivial sense, that (...) coordinate systems and even geometry are conventional or that spacetime should be reduced ontologically to causal, spatio-temporal or other relations. (shrink)

The Quest for Learning: How to Maximize Student Engagement affirms that traditional classroom learning experiences, in which you plan lessons and voice instruction at the front of the room, do not meet 21st century students learning needs. Questing is a customizable pedagogy that readers and their students together tailor to a students abilities, needs, and interests. Side by side, and aligned with learning targets, readers learn how teachers and students determine what a student will learn (...) class='Hi'>about and at what pace. Authors Marie Alcock, Michael Fisher, and Allison Zmuda propose three tenets of engagement (1) the learner engages with relevant, worthy inquiries and experiences that are interesting or emotionally gripping, (2) the learner engages in an active, intentional cycle with clear goals and right-sized, actionable steps, and (3) the learner engages in social, collaborative opportunities that grow expertise that allow students to take ownership of their learning. To further that ownership, students decide which design type they want to use to explore their quest topic (1) question, (2) game, or (3) network. Students then pursue lines of inquiry, design or play games, or communicate with peers and experts in online and physical spaces. Each is a method for becoming an expert on chosen topics. (shrink)

The visual world of adults consists of objects at various distances, partly occluding one another, substantial and stable across space and time. The visual world of young infants, in contrast, is often fragmented and unstable, consisting not of coherent objects but rather surfaces that move in unpredictable ways. Evidence from computational modeling and from experiments with human infants highlights three kinds of learning that contribute to infants’ knowledge of the visual world: learning via association, learning via active (...) assembly, and learning via visual-manual exploration. Infants acquire knowledge by observing objects move in and out of sight, forming associations of these different views. In addition, the infant’s own self-produced behavior—oculomotor patterns and manual experience, in particular—is an important means by which infants discover and construct their visual world. (shrink)

In this paper we analyse the conditions for attributing to AI autonomous systems the ontological status of “artificial moral agents”, in the context of the “distributed responsibility” between humans and machines in Machine Ethics (ME). In order to address the fundamental issue in ME of the unavoidable “opacity” of their decisions with ethical/legal relevance, we start from the neuroethical evidence in cognitive science. In humans, the “transparency” and then the “ethical accountability” of their actions as responsible moral agents is not (...) in contradiction with the unavoidable “opacity” (unawareness) of the brain process by which they perform their moral judgements on the right action to execute. In fact, the moral accountability of our actions depends on what is immediately before and after our “moral judgements” on the right action to execute (formally, deontic first order logic (FOL) decisions). I.e., our moral accountability depends on the “ethical constraints” we imposed to our judgement before performing it in an opaque way. Anyway, our moral accountability depends overall on the “ethical assessment” or explicit “moral reasoning” after and over the moral judgement before executing our actions (deontic higher order logic (HOL) assessment). In this way, in the light of the AI “imitation game”, the consistent attribution of the status of ethically accountable artificial moral agents to autonomous AI systems depends on two similar conditions. Firstly, it depends on the presence of “ethical constraints” to be satisfied in their Machine Learning (ML) supervised optimization algorithm during its training phase, to give the system ethical skills (“competences”) in its decisions. Secondly – and definitely—, it depends on the presence in an AI autonomous system of a deontic HOL “ethical reasoner” to perform an automatic, and fully transparent assessment (metalogical deontic valuation) about the decisions taken by the ethically skilled ML algorithm about the right action to execute, before executing it. Finally, we show that the proper deontic FOL and HOL for this class of artificial moral agents is Kripke’s modal relational logic, in its algebraic topological formalization. This is naturally implemented in the dissipative QFT unsupervised deep learning of our brains, based on the “doubling of the degrees of freedom” (DDF), and then in the so-called “deep-belief” artificial neural networks for the statistical data pre-processing. This unsupervised learning procedure is also compliant with the usage of the “maximin fairness principle”, used as a balancing aggregation principle of the statistical variables in Sen’s formal theory of fairness. (shrink)

Learning to live together is the central concern of education everywhere in the world. Traditional sporting games provide interpersonal experiences that shape miniature communities charged with emotional meanings. The objective of this study was to analyze the ethnomotor features of TSG in three Catalan-speaking Autonomous Communities and to interpret them for constructing emotional communities. The study followed a phenomenological-interpretative paradigm. The identification of TSG was done by a hermeneutic methodological approach by using an exhaustive exploratory documentary research. We studied (...) 503 games collected in the Dictionary Català-Valencià-Balear de Alcover and Moll. Instruments and procedure: A database was built up with information about the internal and external logic of the games. The validity of the information was confirmed by means of a concordance test between the researchers. Data processing was carried out by means of classification trees, identifying the predictive variables of the types of TSG. Most of the TSGs were sociomotor games. The classification tree identified four explanatory variables. Three variables were internal traits, and one variable corresponded to external logic. Features of the TSG of the Catalan-speaking Autonomous Communities build original emotional communities. The ethnomotor regularities triggered emotional experiences associated with pleasure for living together ; domesticating of aggressiveness over opponents ; developing sustainability ; educating the competition ; and interpersonal well-being based on the community. (shrink)

Video games are ethically controversial. Some video games are effective training tools for learning various skills and approaches to problem-solving, but some video games are notorious for promoting discriminatory and barbaric behavior. We consider such ethical pros and cons of video games, but we also present a more fundamental ethical issue about video games. Most video games have a bias toward self-centered decision-making. Often the decision-making driver is not the impact of the decision on society but rather the (...) quantity of rewards for their individual character. This bias can be an obstacle to employing good ethical analysis and good ethical decision-making in video games. In this paper we discuss the ethical theory of Just Consequentialism and show how it can be used to introduce ethical values into video game design and how it can be useful for ethical decision-making, even rapid ethical decision-making, in both virtual world and real worlds. (shrink)

We have analyzed the long-term success of various social learning heuristics. Specifically, we have examined their ability to persist and to replace other heuristics, and we have done this in two broadly different kinds of environments: environments in which the optimal behavior varies across space, or through time. Because each social learning heuristic also shapes its environment as individuals use it, our analysis has been at the same time ecological, game-theoretic, and evolutionary: The performance of each social (...) learning heuristic depends on assumptions about the environment and population structure in which it is used. The use of a particular social learning heuristic will affect the success of this and other social learning heuristics over time. Therefore, our analysis is directed at the long-term survival and reproduction of each social learning heuristic. (shrink)

In 2006, young people were flocking to MySpace, discovering the joys of watching videos of cute animals on YouTube, and playing online games. Not many of them were watching network news on television; they got most of their information online. So when NBC and MIT launched iCue, an interactive learning venture that combined social networking, online video, and gaming in one multimedia educational site, it was perfectly in tune with the times. iCue was a surefire way for NBC to (...) reach younger viewers and for MIT to test innovative educational methods in the real world. But iCue was a failure: it never developed an audience and was canceled as if it were a sitcom with bad ratings. In _The More We Know_, Eric Klopfer and Jason Haas, both part of the MIT development team, describe the rise and fall of iCue and what it can teach us about new media, old media, education, and the challenges of innovating in educational media. Klopfer and Haas show that iCue was hampered by, among other things, an educational establishment focused on "teaching to the test," television producers uncomfortable with participatory media, and confusion about the market. But this is not just a cautionary tale; sometimes more can be learned from an interesting failure than a string of successes. Today's educational technology visionaries might keep this lesson in mind. (shrink)

We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanatory accuracy, simplicity, and relevance. Multiple rounds are played at different levels of abstraction, allowing the players to (...) explore overlapping causal patterns of variable granularity and scope. We characterise the conditions under which such a game is almost surely guaranteed to converge on a optimal explanation surface in polynomial time, and highlight obstacles that will tend to prevent the players from advancing beyond certain explanatory thresholds. The game serves a descriptive and a normative function, establishing a conceptual space in which to analyse and compare existing proposals, as well as design new and improved solutions. (shrink)

The Competitive Buddha is about mastery, leadership, and spirituality. Learn what you need to keep, what you need to discard, and what you need to add to your mental, emotional, and spiritual skill set as an athlete, coach, leader, parent, CEO, or any other performer in life. Understand how Buddhism can help you to be better prepared for sports and life, and how sports and life can teach you about Buddhism. Discover how people from all parts of the (...) world have brought together the Buddha and athletics for greater fun, enjoyment, and pleasure during their performances. Dr. Lynch is an avid runner and biker and he has coached athletes at the high school and AAU level. He earned his doctorate in psychology at Penn State University and has done extensive post-doctoral work in the area of philosophy, Taoist and Buddhist thought, comparative religions, leadership development, and performance enhancement. Dr. Jerry Lynch demonstrates how certain timeless core Buddha values inspire you to embrace and navigate unchartered waters and understand the Buddha-mind and the Kobe Bryant Mamba Mentality. (shrink)

Deep learning is a kind of machine learning which happens in a certain type of artificial neural networks called deep networks. Artificial deep networks, which exhibit many similarities with biological ones, have consistently shown human-like performance in many intelligent tasks. This poses the question whether this performance is caused by such similarities. After reviewing the structure and learning processes of artificial and biological neural networks, we outline two important reasons for the success of deep learning, namely (...) the extraction of successively higher level features and the multiple layer structure, which are closely related to each other. Then some indications about the framing of this heated debate are given. After that, an assessment of the value of artificial deep networks as models of the human brain is given from the similarity perspective of model representation. Finally, a new version of computational functionalism is proposed which addresses the specificity of deep neural computation better than classic, program based computational functionalism. (shrink)

Early modern medicine was much more dependent on the senses than its contemporary counterpart. Although a comprehensive medical theory existed that assigned great value to taste and odor of medicaments, historical descriptions of taste and odor appears imprecise and inconsistent to modern eyes. How did historical actors move from subjective experience of taste and odor to culturally stable agreements that facilitated communication about the sensory properties of medicaments? This paper addresses this question, not by investigating texts, but by going (...) straight to the sensory impression, which certain substances convey. The aim is not to overwrite or rectify historical descriptions but to investigate whether modern methodologies for sensory assessment can be enlisted to understand the past. We draw on history of science for framing and research questions, pharmaceutical science for knowledge of pharmaceuticals and preparations, and food and meal science for assaying procedures and protocols. We show that sensory evaluation can yield precise descriptions that would not have been alien to early modern medicine makers. However, there are problems with translating descriptions of taste between different historical contexts. By comparing contemporary descriptions of sensations with eighteenth‐century ones, the article discusses how sensory descriptions are highly dependent on context, and subject to historical change. (shrink)

The present study explored the correlation between music preference and mental health of college students to make an empirical contribution to research in this field. The self-reported music preference scale and positive mental health scale of college students were adopted to conduct a questionnaire survey in college students. Common method variance was conducted to test any serious common method bias problem. No serious common method bias problem was observed. The results showed that college students’ preference for pop music, Western classical (...) music, and Chinese traditional music has a significant and positive correlation with their mental health. Furthermore, college students’ preference for heavy music has a significant and inverse correlation with their mental health. This research presents a correlational study; therefore, no causality can be inferred. (shrink)

We can learn about human ethics from machines. We discuss the design of a working machine for making ethical decisions, the N-Reasons platform, applied to the ethics of robots. This N-Reasons platform builds on web based surveys and experiments, to enable participants to make better ethical decisions. Their decisions are better than our existing surveys in three ways. First, they are social decisions supported by reasons. Second, these results are based on weaker premises, as no exogenous expertise (aside from (...) that provided by the participants) is needed to seed the survey. Third, N-Reasons is designed to support experiments so we can learn how to improve the platform. We sketch experimental results that show the platform is a success as well as pointing to ways it can be improved. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:The Contemplative Classroom, or Learning by Heart in the Age of GoogleBarbara NewmanIn his provocative essay “Slow Knowledge,” David Orr outlines the countervailing assumptions of what he calls “the culture of fast knowledge.” Among these are the widely shared, though rarely examined, beliefs that “only that which can be measured is true knowledge; the more knowledge we have, the better; there are no significant distinctions between information and (...) knowledge; and wisdom is an undefinable, hence unimportant category.”1 If all this were true, it would follow that computers are fast overtaking humans as the next intelligent species. Or, to put it differently, the two species have been colluding for some time to produce smarter machines and dumber people, as we humans abdicate more and more of our mental tasks. Moreover, when it comes time to weigh values—to ask not how quickly or efficiently some task can be done, but whether it ought to be done at all—we are strangely disinclined to challenge digital fatalism, which has become the default logic of late capitalism. Whenever a new digital option appears, we assume that if it can be done and someone somewhere is doing it, then it should be done and we ought to do it too. So even the local hardware store has to be on Facebook so customers can “like” it, and the AAR needs a Twitter account to send weekly tweets. We seldom pause to ask questions about means and ends, unintended consequences, or the sheer mindless clutter of our lives—let alone the implications of this or that new app for our descendants down to the seventh generation, or the enlightenment of all sentient beings. Surface obliterates depth; instant stimulation trumps mature reflection; short-term profit overrules the long-range good.Computers themselves are of course morally neutral. Nonetheless, it is useful to recall why contemplation is the antithesis of the fast knowledge they promote. Contemplative practice is grounded in such values as presence, mindfulness, inwardness, and the integration of mind and body. The last point is worth stressing, for all knowledge, even the most spiritual, is embodied; we are still biological beings, not cyborgs. Though contemplatives of the past have often been fierce ascetics, even the most emaciated hermit could scarcely despise the body to the degree that we find in [End Page 3] some contemporary Internet addicts. Consider the following, reported in July 2012 in Newsweek:When the new DSM [Diagnostic and Statistical Manual of Mental Disorders] is released next year, Internet Addiction Disorder will be included for the first time, albeit in an appendix tagged for “further study.” China, Taiwan, and Korea recently accepted the diagnosis, and began treating problematic Web use as a grave national health crisis. In those countries,... the story is sensational front-page news. One young couple neglected its infant to death while nourishing a virtual baby online. A young man fatally bludgeoned his mother for suggesting he log off (and then used her credit card to rack up more hours). At least 10 ultra-Web users, serviced by one-click noodle delivery, have died of blood clots from sitting too long.2Even short of such extremes, numerous studies have linked excessive Internet use in the United States with increased rates of depression, anxiety, suicidal thoughts, and obsessive-compulsive behavior. Teens admit to being exhausted by the constant need to update their Facebook status and answer countless texts, yet they are afraid to log off for fear that some excitement may pass them by. There is even a new acronym, FOMO, for the fear of missing out. If a central aim of contemplative practice is to dismantle and disengage from the “false self,” there is no better tool for constructing false selves than social media. In her book Alone Together, the social psychologist Sherry Turkle quotes a young man who told her, “What I learned in high school was profiles, profiles, profiles, how to make a me.”3 Another student said he maintained four avatars onscreen at all times, along with his email, video games, and—yes—coursework. His “real life,” he said, was “just one more window,... not usually my best one.”4But social... (shrink)

The present study investigated whether infants learn the effects of other persons' actions like they do for their own actions, and whether infants transfer observed action-effect relations to their own actions. Nine-, 12-, 15- and 18-month-olds explored an object that allowed two actions, and that produced a certain salient effect after each action. In a self-exploration group, infants explored the object directly, whereas in two observation groups, infants first watched an adult model acting on the object and obtaining a certain (...) effect with each action before exploring the objects by themselves. In one observation group, the infants' actions were followed by the same effects as the model's actions, but in the other group, the action-effect mapping for the infant was reversed to that of the model. The results showed that the observation of the model had an impact on the infants' exploration behavior from 12 months, but not earlier, and that the specific relations between observed actions and effects were acquired by 15 months. Thus, around their first birthday infants learn the effects of other persons' actions by observation, and they transfer the observed action-effect relations to their own actions in the second year of life. (shrink)

The mental simulation of past and future scenarios allows individuals to understand the past, make predictions about the future, plan and regulate their behavior. A great deal of research has focus...

Lately in the past couple of years, there are an increasing in the normal rate of playing computer games or video games compared to the E-learning content that are introduced for the safety of our children, and the impact of the video game addictiveness that ranges from (Musculoskeletal issues, Vision problems and Obesity). Furthermore, this paper introduce an intelligent tutoring system for both parent and their children for enhancement the experience of gaming and tell us about the (...) health problems and how we can solve them, with an easy user interface that way can our children be happy and excited about the information and their health. (shrink)

Résumé À partir de données expérimentales issues d’un jeu de la confiance répété, nous estimons des modèles structurels de formation des croyances permettant de distinguer les modes d’apprentissage des deux joueurs. Nous trouvons que les deux joueurs ne peuvent être décrits par le même mode d’apprentissage. Des simulations sur longue période montrent ensuite que l’interaction de ces deux types d’agents peut conduire à des issues contrastées.

We observe that in certain two-player repeated games of incomplete information, where information may be incomplete on both sides, it is possible for an informed player to signal his status as an informed player to the other without revealing any information about the choice of chance. The key to obtaining such a class of games is to relax the assumption that the players’ moves are observable. We show that in such cases players can achieve a kind of signaling that (...) is “zero-knowledge”, in the sense that the other player becomes convinced that her opponent is informed without ever learning the choice of chance. Moreover, such “zero-knowledge signaling” has all of the statistical properties associated with zero-knowledge proofs in intereactive protocols. In particular, under the general assumption that moves are unobservable, such signaling leads to a class of equilibria in repeated games that are separatingin regard to the status of player 1–informed or uninformed–but only for player 2; any other player in a network, being unable to observe the moves of player 2, remains uncertain as to the status of player 1. (shrink)

Live streaming is a unique form of media that creates a direct line of interaction between streamers and viewers. While previous research has explored the social motivations of those who stream and watch streams in the gaming community, there is a lack of research that investigates intimate self-disclosure in this context, such as discussing sensitive topics like mental health on platforms such as Twitch.tv. This study aims to explore discussions about mental health in gaming live streams to better understand (...) how people perceive discussions of mental health in this new media context. The context of live streaming is particularly interesting as it facilitates social interactions that are masspersonal in nature: the streamer broadcasts to a larger, mostly unknown audience, but can also interact in a personal way with viewers. In this study, we interviewed Twitch viewers about the streamers they view, how and to what extent they discuss mental health on their channels in relation to gaming, how other viewers reacted to these discussions, and what they think about live streams, gaming-focused or otherwise, as a medium for mental health discussions. Through these interviews, our team was able to establish a baseline of user perception of mental health in gaming communities on Twitch that extends our understanding of how social media and live streaming can be used for mental health conversations. Our first research question unraveled that mental health discussions happen in a variety of ways on Twitch, including during gaming streams, Just Chatting talks, and through the stream chat. Our second research question showed that streamers handle mental health conversations on their channels in a variety of ways. These depend on how they have built their channel, which subsequently impacts how viewers perceive mental health. Lastly, we learned that viewers’ reactions to mental health discussions depend on their motivations for watching the stream such as learning about the game, being entertained, and more. We found that more discussions about mental health on Twitch led to some viewers being more cautious when talking about mental health to show understanding. (shrink)

ABSTRACT: In Wittgenstein's Philosophical Investigations the notion of a 'language game' gives human communication a regained flexibility. Contrary to the Tractatus, the ethical domain now composes one language game among others, being expressed in various types of sentences such as moral judgments, imperatives and praises, and being shared in activity by a human form of life. The aim of this paper is to show that the same moves that allow for a moral language game are the ones (...) allowing for learning and teaching about the moral living, where persuasion takes the place of argument by means of a plural appeal. For this purpose, literature would seem to be one of the best tools at our disposal. As a way of exemplifying our moral engagement to literature I proceed at last to a brief analysis of Tolstoy's Father Sergius, to show how playing this game would help us accomplish this pedagogical enterprise. RESUMO: Nas Investigações Filosóficas de Wittgenstein, a noção de 'jogo de linguagem' dá à comunicação humana uma nova flexibilidade. Contrariamente ao Tractatus, o domínio da ética compõe agora um jogo de linguagem, entre outros, sendo expresso por vários tipos de sentenças, tais como juízos morais, imperativos e louvores, e sendo compartilhado enquanto atividade por uma forma de vida humana. O objetivo deste artigo é mostrar que os passos que nos permitem falar de um jogo de linguagem moral são os mesmos que possibilitam o aprendizado e o ensinamento da vivência moral, onde a persuasão toma o lugar do argumento, com o uso de apelos plurais. Para esse propósito, a literatura parece constituir uma das melhores ferramentas à nossa disposição. Como forma de exemplificar o nosso engajamento moral para com a literatura, eu procedo, ao final, a uma breve análise da novela Padre Sérgio, de Tolstói, a fim de mostrar que o fato de jogarmos esse jogo nos ajuda a cumprir um empreendimento pedagógico. (shrink)

The human species is more reliant on cultural adaptation than any other species, but it is unclear how observational learning can give rise to the faithful transmission of cultural adaptations. One possibility is that teaching facilitates accurate social transmission by narrowing the range of inferences that learners make. However, there is wide disagreement about how to define teaching, and how to interpret the empirical evidence for teaching across cultures and species. In this article I argue that disputes (...) class='Hi'>about the nature and prevalence of teaching across human societies and nonhuman animals are based on a number of deep-rooted theoretical differences between fields, as well as on important differences in how teaching is defined. To reconcile these disparate bodies of research, I review the three major approaches to the study of teaching – mentalistic, culture-based, and functionalist – and outline the research questions about teaching that each addresses. I then argue for a new, integrated framework that differentiates between teaching types according to the specific adaptive problems that each type solves, and apply this framework to restructure current empirical evidence on teaching in humans and nonhuman animals. This integrative framework generates novel insights, with broad implications for the study of the evolution of teaching, including the roles of cognitive constraints and cooperative dilemmas in how and when teaching evolves. Finally, I propose an explanation for why some types of teaching are uniquely human, and discuss new directions for research motivated by this framework. (shrink)

How can _Wii Sports_ teach us about metaphysics? Can playing _World of Warcraft_ lead to greater self-consciousness? How can we learn about aesthetics, ethics and divine attributes from _Zork_, _Grand Theft Auto_, and _Civilization_? A variety of increasingly sophisticated video games are rapidly overtaking books, films, and television as America's most popular form of media entertainment. It is estimated that by 2011 over 30 percent of US households will own a Wii console - about the same percentage (...) that owned a television in 1953. In _Philosophy Through Video Games, _Jon Cogburn and Mark Silcox - philosophers with game industry experience - investigate the aesthetic appeal of video games, their effect on our morals, the insights they give us into our understanding of perceptual knowledge, personal identity, artificial intelligence, and the very meaning of life itself, arguing that video games are popular precisely because they engage with longstanding philosophical problems. Topics covered include: * The Problem of the External World * Dualism and Personal Identity * Artificial and Human Intelligence in the Philosophy of Mind * The Idea of Interactive Art * The Moral Effects of Video Games * Games and God's Goodness Games discussed include: _Madden Football_, _Wii Sports_, _Guitar Hero_, _World of Warcraft_, _Sims Online_, _Second Life_, _Baldur's Gate_, _Knights of the Old Republic_, _Elder Scrolls_, _Zork_, _EverQuest_ _Doom_, _Halo 2_, _Grand Theft Auto_, _Civilization_, _Mortal Kombat_, _Rome: Total War_, _Black and White_, _Aidyn Chronicles_. (shrink)