Clinical ethics can be viewed as a practical discipline that provides a structured approach to assist healthcare practitioners in identifying, analysing and resolving ethical issues that arise in practice. Clinical ethics can therefore promote ethically sound clinical and organisational practices and decision-making, thereby contributing to health organisation and system quality improvement. In order to develop students’ decision-making skills, as well as prepare them for practice, we decided to introduce a clinical ethics strand within an undergraduate medical curriculum. We designed a (...) programme of clinical ethics activities for teaching and assessment purposes that involved using ethical frameworks to analyse hypothetical and real-life cases in uni- and inter- professional groups. In this paper, we draw on medical student feedback collected over 6 years to illustrate the appeal to students of learning clinical ethics. We also outline the range of benefits for students, healthcare organisations, and the field of clinical ethics arising from tomorrow’s doctors experiencing clinical ethics early in their training. We conclude by briefly reflecting on how including clinical ethics within tomorrow’s doctors curricular can secure and continue future engagement in clinical ethics support services in the UK, alongside the dangers of preparing students for organisational cultures that might not exist. We anticipate the findings presented in the paper will contribute to wider debates examining the impact of ethics teaching, and its ability to inform future doctors’ practice. (shrink)

Intelligence is not a property unique to the human brain; rather it represents a spectrum of phenomena. An understanding of the evolution of intelligence makes it clear that the evolution of machine intelligence has no theoretical limits — unlike the evolution of the human brain. Machine intelligence will outpace human intelligence and very likely will do so during the lifetime of our children. The mix of advanced machine intelligence with human individual and communal intelligence will create an evolutionary discontinuity as (...) profound as the origin of life. It will presage the end of the human species as we know it. The question, in the author's view, is not whether this will happen, but when, and what should be our response. (shrink)

Resisting Reduction is a timely and insightful collection of prizewinning essays that seek to establish a viable paradigm for our approach to Artificial Intelligence (AI)—a phenomenon viewed throug...

In sociology, there has been a controversy about whether there is any essential difference between a human being and a tool, or if the tool–user relationship can be defined by co-actor symmetry. This issue becomes more complex when we consider examples of AI and robots, and even more so following progress in the development of various bio-machine hybrid technologies, such as robots that include organic parts, human brain implants, and adaptive prosthetics. It is argued that a concept of autonomous agency (...) based on organismic embodiment helps to clarify the situation. On this view, agency consists of an asymmetrical relationship between an organism and its environment, because the continuous metabolic and regulatory activity of the organism gives rise to its own existence, and hence its specific behavioral domain. Accordingly, most of current technologies are excluded from the class of autonomous agents. Instead, they are better conceptualized as interfaces that mediate our interactions with the world. This has important implications for design: Rather than trying to help humans to achieve their goals by duplicating their agency in artificial systems, it would be better to empower humans directly by enhancing their existing agency and lived experience with technological interfaces that can be incorporated into their embodiment. This incorporation might be especially facilitated by bio-machine hybrid technology that is designed according the principles of biological autonomy and multi-agent coordination dynamics. (shrink)

If you are an anthropologist wanting to use digital methods or programming as part of your research, where do you start? In this commentary, we discuss three ways in which anthropologists can use computational tools to enhance, support, and complement ethnographic methods. By presenting our reflections, we hope to contribute to the stirring conversations about the potential future role of data science vis-a-vis anthropology and ethnography, and to inspire other anthropologists to take up the use of digital methods, programming, (...) and computational tools in their own research. (shrink)

Can machines simulate, express or even have emotions? Is it a good to build such machines? How do humans react emotionally to them and how should such devices be treated from a moral point of view? This volume addresses these and related questions by bringing together perspectives from affective computing and emotional human-machine interaction, combining technological approaches with those from the humanities and social sciences. It thus relates disciplines such as philosophy, computer science, technology, psychology, sociology, design, and (...) art. The volume offers readers interested in the phenomenon of emotional machines new perspectives from a variety of disciplines and addresses fundamental questions that will become pressing in the foreseeable future as emotional machines increasingly populate our everyday lives. (shrink)

Machines will attain human levels of intelligence by the year 2040, predicts robotics expert Hans Moravec. And by 2050, they will have far surpassed us. In this mind-bending new book, Hans Moravec takes the reader on a roller coaster ride packed with such startling predictions. He tells us, for instance, that in the not-too-distant future, an army of robots will displace workers, causing massive, unprecedented unemployment. But then, says Moravec, a period of very comfortable existence will follow, as (...) humans benefit from a fully automated economy. And eventually, as machines evolve far beyond humanity, robots will supplant us. But if Moravec predicts the end of the domination by human beings, his is not a bleak vision. Far from railing against a future in which machines rule the world, Moravec embraces it, taking the startling view that intelligent robots will actually be our evolutionary heirs. "Intelligent machines, which will grow from us, learn our skills, and share our goals and values, can be viewed as children of our minds." And since they are our children, we will want them to outdistance us. In fact, in a bid for immortality, many of our descendants will choose to transform into "ex humans," as they upload themselves into advanced computers. We will become our children and live forever. In his provocative new book, the highly anticipated follow-up to his bestselling volume Mind Children, Moravec charts the trajectory of robotics in breathtaking detail. A must read for artificial intelligence, technology, and computer enthusiasts, Moravec's freewheeling but informed speculations present a future far different than we ever dared imagine. (shrink)

Virtual Futures explores the ideas that the future lies in its ability to articulate the consequences of an increasingly synthetic and virtual world. New technologies like cyberspace, the internet, and Chaos theory are often discussed in the context of technology and its potential to liberate or in terms of technophobia. This collection examines both these ideas while also charting a new and controversial route through contemporary discourses on technology; a path that discusses the material evolution and the erotic relation (...) between humans and machines. Virtual Futures brings together diverse fields such as cyberfeminism, materialist philosophy, postmodern fiction, computing culture and performance art, with essays by Sadie Plant, Stelarc and Manuel de Landa (to name a few). The collection heralds the death of humanism and the ride of posthuman pragmatism. The contested zone of debate throughout these essays is the notion of the posthuman, or the possibility of the cyborg as the free human. Viewed by some writers as a threat to human life and humanism itself, others in the collection describe the posthuman as a critical perspective that anticipates the next step in evolution: the integration or synthesis of humans and machines, organic life and technology. This view of technology and information is heavily influenced by Anglo American literature, especially cyberpunk, Pynchon and Ballard, as well as the materialist philosophies of Freud, Deleuze, and Haraway, Virtual Futures provides analyses by both established theorists and the most innovative new voices working in conjunction between the arts and contemporary technology. (shrink)

The aim of this chapter is to explore various ways of thinking about the concept of manipulation in order to capture both current and potentially future instances of machine manipulation, manipulation on the part of everything from the Facebook advertising algorithm to super-intelligent AGI. Three views are considered: a conservative one, which slightly tweaks extant influence-based theories of manipulation; a dismissive view according to which it doesn't matter much if machines are literally manipulative, provided we can classify them (...) as so doing to make sense of our interactions with them; and an ameliorative analysis, according to which we should change our concept of manipulation better to make sense of machine manipulation. We tentatively favor the latter. (shrink)

This article provides the first comprehensive conceptual account for the imagistic mental machinery that allows us to travel through time—for the time machine in our mind. It is argued that language reveals this imagistic machine and how we use it. Findings from a range of cognitive fields are theoretically unified and a recent proposal about spatialized mental time travel is elaborated on. The following novel distinctions are offered: external versus internal viewing of time; ‘‘watching” time versus projective ‘‘travel” through (...) time; optional versus obligatory mental time travel; mental time travel into anteriority or posteriority versus mental time travel into the past or future; single mental time travel versus nested dual mental time travel; mental time travel in episodic memory versus mental time travel in semantic memory; and ‘‘seeing” versus ‘‘sensing” mental imagery. Theoretical, empirical, and applied implications are discussed. (shrink)

Machine generated contents note: 1. Astrobiology in societal context Constance Bertka; Part I. Origin of Life: 2. Emergence and the experimental pursuit of the origin of life Robert Hazen; 3. From Aristotle to Darwin, to Freeman Dyson: changing definitions of life viewed in historical context James Strick; 4. Philosophical aspects of the origin-of-life problem: the emergence of life and the nature of science Iris Fry; 5. The origin of terrestrial life: a Christian perspective Ernan McMullin; 6. The alpha and the (...) omega: reflections on the origin and future of life from the perspective of Christian theology and ethics Celia Deane-Drummond; Part II. Extent of Life: 7. A biologist's guide to the Solar System Lynn Rothschild; 8. The quest for habitable worlds and life beyond the Solar System Carl Pilcher; 9. A historical perspective on the extent and search for life Steven J. Dick; 10. The search for extraterrestrial life: epistemology, ethics, and worldviews Mark Lupisella; 11. The implications of discovering extraterrestrial life: different searches, different issues Margaret S. Race; 12. God, evolution, and astrobiology Cynthia S. W. Crysdale; Part III. Future of Life: 13. Planetary ecosynthesis on Mars: restoration ecology and environmental ethics Christopher P. McKay; 14. The trouble with intrinsic value: an ethical primer for astrobiology Kelly C. Smith; 15. God's preferential option for life: a Christian perspective on astrobiology Richard O. Randolph; 16. Comparing stories about the origin, extent, and future of life: an Asian religious perspective Francisca Cho; Index. (shrink)

The emerging field of synthetic biology aims to engineer novel biological entities. The envisioned future bio-based economy builds largely on “cell factories”: organisms that have been metabolically engineered to sustainably produce substances for human ends. In this paper, we argue that synthetic biology’s goal of creating efficient production vessels for industrial applications implies a set of ontological assumptions according to which living organisms are machines. Traditionally, a machine is understood as a technological, isolated and controllable production unit consisting (...) of parts. But modified organisms, or hybrids, require us to think beyond the machine paradigm and its associated dichotomies between artificial and natural, organisms and artefacts. We ask: How may we conceptualise hybrids beyond limiting ontological categories? Our main claim is that the hybrids created by synthetic biology should be considered not as machines but as metabolic systems. We shall show how the philosophical account of metabolism can inform an ontology of hybrids that moves beyond what we call the “machine ontology”, considering that metabolism enables thinking beyond the dominant dichotomies and allows us to understand and design lifeforms in a bio-based economy. Thus, the aim of this paper is twofold: first, to develop the philosophical ontology of hybrids, and second, to move synthetic biology beyond the problematically limiting view of hybrids. (shrink)

Abstract Some fictions, it seems, represent the future as closed, in the sense that some future-tensed propositions are true in those fictions. Yet it is surprisingly difficult to accommodate this plausible thesis within an account of truth in fiction. A number of putative examples of closed fictional futures are discussed (Macbeth, Oedipus, Time and the Conways, The Time Machine) and the problems encountered in reconciling them with various accounts of truth in fiction (David Lewis', Gregory Currie's, Alex Byrne's) (...) elaborated. Connections are drawn between metaphysical views on time and theories of fiction, and an attempt is made to show how the tenseless theory of time (roughly, the denial that time flows) can illuminate accounts of fictional truth, and in particular the issue of how there can be true beliefs about what will happen in a fiction. (shrink)

At the turn of the 21st century, Susan Leigh Anderson and Michael Anderson conceived and introduced the Machine Ethics research program, that aimed to highlight the requirements under which autonomous artificial intelligence systems could demonstrate ethical behavior guided by moral values, and at the same time to show that these values, as well as ethics in general, can be representable and computable. Today, the interaction between humans and AI entities is already part of our everyday lives; in the near (...) class='Hi'>future it is expected to play a key role in scientific research, medical practice, public administration, education and other fields of civic life. In view of this, the debate over the ethical behavior of machines is more crucial than ever and the search for answers, directions and regulations is imperative at an academic, institutional as well as at a technical level. Our discussion with the two inspirers and originators of Machine Ethics highlights the epistemological, metaphysical and ethical questions arising by this project, as well as the realistic and pragmatic demands that dominate artificial intelligence and robotics research programs. Most of all, however, it sheds light upon the contribution of Susan and Michael Anderson regarding the introduction and undertaking of a main objective related to the creation of ethical autonomous agents, that will not be based on the “imperfect” patterns of human behavior, or on preloaded hierarchical laws and human-centric values. (shrink)

Certain characteristics make machine learning a powerful tool for processing large amounts of data, and also particularly unsuitable for explanatory purposes. There are worries that its increasing use in science may sideline the explanatory goals of research. We analyze the key characteristics of ML that might have implications for the future directions in scientific research: epistemic opacity and the ‘theory-agnostic’ modeling. These characteristics are further analyzed in a comparison of ML with the traditional statistical methods, in order to demonstrate (...) what it is specifically that makes ML methodology substantially unsuitable for reaching explanations. The analysis is given broader philosophical context by connecting it with the views on the role of prediction and explanation in science, their relationship, and the value of explanation. We proceed to show, first, that ML disrupts the relationship between prediction and explanation commonly understood as a functional relationship. Then we show that the value of explanation is not exhausted in purely predictive functions, but rather has a ubiquitously recognized value for both science and everyday life. We then invoke two hypothetical scenarios with different degrees of automatization of science, which help test our intuitions on the role of explanation in science. The main question we address is whether ML will reorient or otherwise impact our standard explanatory practice. We conclude with a prognosis that ML would diversify science into purely predictively oriented research based on ML-like techniques and, on the other hand, remaining faithful to anthropocentric research focused on the search for explanation. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Consciousness and Machines:A Commentary Drawing on Japanese PhilosophyS. D. Noam Cook (bio)Viewed from within the great unity of consciousness, thinking is a wave on the surface of a great intuition.Kitarō NishidaIntroductionRecent developments in AI have made the long-standing debate about what computers can and can't do a major public concern. What we understand the properties of such machines to be, and consequently how we design [End Page (...) 305] and deploy them, will increasingly shape how we live and how we understand ourselves. Thus, there is an urgent need for better understanding of these issues.Susan Schneider, in her book Artificial You: AI and the Future of Your Mind, offers an exceptionally careful and insightful examination of key issues entailed in how we understand AI and ourselves. One of her central concerns is how we might test for machine consciousness. Given the variations in design and function among current and projected AIs, Schneider sees no likely one-size-fits-all test. So, she offers a battery of different tests that she believes together will make such testing more reliable. This seems a wise approach, and reflects the conceptual and pragmatic care Schneider takes throughout the book.Similarly, it seems to me that the question of machine consciousness should also include various understandings of consciousness itself. What consciousness is taken to be has varied widely both historically and culturally. No commonly accepted single understanding has emerged, and may never emerge. Just as having a battery of tests might help us better assess possible machine consciousness, having different understandings of consciousness might give us a better understanding of what we are testing for. The two should work in tandem, each gauging and shaping the other.Like the development of computers themselves, the predominant thinking about AI has been shaped, in part, by key presuppositions of a scientific worldview, with its origins in Western thought and culture. Among these presuppositions are materialism, reductionism, and a primary focus on objective behavior. These are reflected in the common concern with observable behavior of physical aspects of the brain in efforts to understand human consciousness, which in turn has become a familiar model for work on machine consciousness. All this is important and valuable work. But, in the spirit of Schneider's cautions, it should not be taken as one-size-fits-all. Accordingly, I offer one view of consciousness from a different perspective.In what follows, I sketch out an understanding of consciousness that draws on Japanese philosophy, particularly that of the highly influential early twentieth-century Japanese philosopher Kitarō Nishida (1870–1945). I then explore how the tests for machine consciousness that Schneider proposes might be viewed from that perspective.Consciousness: A Perspective from Japanese PhilosophyConsciousness was a central concern for Nishida, whose philosophy is deeply informed by Japanese culture and by Zen theory and practice. As one might expect from such a philosopher, Nishida's exploration of consciousness is not concerned with properties of the brain, but with what we might discern through disciplined reflection on the experience of our own consciousness. Ultimately, he views consciousness as an organic whole [End Page 306] of systemically organized interrelationships of activities and sensations within our subjective experience. This may be understood by first considering 'nothingness'.For Nishida, nothingness does not suggest an ultimate and absolute vacuity, as is often understandably assumed. In Nishida's sense, it is a singular "place" that mirrors the multifaceted world of our common experience. In understanding this, I am told by native Japanese speakers that the English word 'nothingness' has an advantage over the Japanese equivalent, 'mu', in that 'nothingness' can usefully be broken down as 'nothing-ness'. This suggests that nothingness is a state of consciousness where what we commonly experience as distinct (self, other, world, blue, ache, joy, etc.) is indistinct, a state of unified experience. This is consciousness without our finding or discriminating in it the myriad "things" of common experience, but rather a "pure experience" of a singular whole. Nishida introduces his concept of "pure experience" as follows:To experience means to know facts just as they are, to know in accordance with facts by completely relinquishing one... (shrink)

The essay below is excerpted from my forthcoming book, At Any Cost—A Guide to The Transhumanist Wager and the Ideas of Zoltan Istvan. It is an examination of, Jethro Knights, the iconoclastic and highly controversial protagonist of Zoltan’s philosophical novel, who views himself as already having partially transcended his human origins and conducts himself as though he is a highly evolved machine intelligence, possessed of a moral system an A.I. would likely adopt, according to Jethro’s vision of the post-human (...) class='Hi'>future he is fighting to bring about. (shrink)

Synthetic biology may be an important source of progress as well as societal and political conflict. Against this backdrop, several technology assessment organizations have been seeking to contribute to timely societal and political opinion-making on synthetic biology. The Rathenau Instituut, based in the Netherlands, is one of these organizations. In 2011, the institute organized a ‘Meeting of Young Minds’: a young people’s debate between ‘future synthetic biologists’ and ‘future politicians’. The former were represented by participants in the international (...) Genetically Engineered Machines competition, the latter by political youth organizations linked to Dutch political parties. The Rathenau Instituut found seven PYOs—including right wing, left wing, Green and Christian groups—willing to commit to an intensive process aimed at formulating a tentative partisan view on synthetic biology and discussing it with fellow PYOs and iGEM participants. Given the minimal amount of available data on how political parties understand synthetic biology, mapping the debate may provide valuable insights. In this article, I aim to provide such a mapping exercise and also to reflect on how and why the Rathenau Instituut organized the event. (shrink)

This paper interprets the two pages devoted in the Critique of Pure Reason to a critique of Leibniz’s view of organisms as infinitely organized machines. It argues that this issue of organisms represents a crucial test-case for Kant in regard to the conflicting notions of space, continuity and divisibility held by classical metaphysics and by criticism. I first present Leibniz’s doctrine and its justification. In a second step, I explain the general reasoning by which Kant defines the problem of (...) the Antinomies, and then I specify the case of the Second Antinomy. Then, I ask why the organism raises specific issues for Kant’s solution of the Second Antinomy, and why it sheds light on the nature of Leibniz’s metaphysical assumptions about organisms. The last section considers this critique of Leibniz from the perspective of Kant’s future theory of organisms in the third Critique, specifying its role in the development of a Kantian view of organisms with regard to the changes occurring at the same time in the life sciences. (shrink)

The discussion about robots in elderly care is populated by doom scenarios about a totally dehumanized care system in which elderly people are taken care of by machines. Such scenarios are helpful as they attend us to what we think is important with regard to the quality elderly care. However, this article argues that they are misleading in so far as they (1) assume that deception in care is always morally unacceptable, (2) suggest that robots and other information technologies (...) necessarily deceive elderly people by creating a “virtual” world as opposed to a “real” world, (3) assume that elderly people of the future have similar ICT skills and interests as the elderly people of today, and (4) assume a simplistic view of technologies. The article suggests an approach to evaluating care robots and ICT in health care which acknowledges and addresses a number of ethical problems raised by robotic care—for instance disengagement problems—while taking into account that some elderly people may need care that does not treat them as (empirically) autonomous, that many the elderly of the future are likely to be digital natives, and that the task of evaluating technologies in care is more complicated than the discussion of deception suggests. (shrink)

The aim of this thesis is to advance a philosophically justifiable account of Artificial Moral Agency (AMA). Concerns about the moral status of Artificial Intelligence (AI) traditionally turn on questions of whether these systems are deserving of moral concern (i.e. if they are moral patients) or whether they can be sources of moral action (i.e. if they are moral agents). On the Organic View of Ethical Status, being a moral patient is a necessary condition for an entity to qualify as (...) a moral agent. This view claims that because artificial agents (AAs) lack sentience, they cannot be proper subjects of moral concern and hence cannot be considered to be moral agents. I raise conceptual and epistemic issues with regards to the sense of sentience employed on this view, and I argue that the Organic View does not succeed in showing that machines cannot be moral patients. Nevertheless, irrespective of this failure, I also argue that the entire project is misdirected in that moral patiency need not be a necessary condition for moral agency. Moreover, I claim that whereas machines may conceivably be moral patients in the future, there is a strong case to be made that they are (or will very soon be) moral agents. Whereas it is often argued that machines cannot be agents simpliciter, let alone moral agents, I claim that this argument is predicated on a conception of agency that makes unwarranted metaphysical assumptions even in the case of human agents. Once I have established the shortcomings of this “standard account”, I move to elaborate on other, more plausible, conceptions of agency, on which some machines clearly qualify as agents. Nevertheless, the argument is still often made that while some machines may be agents, they cannot be moral agents, given their ostensible lack of the requisite phenomenal states. Against this thesis, I argue that the requirement of internal states for moral agency is philosophically unsound, as it runs up against the problem of other minds. In place of such intentional accounts of moral agency, I provide a functionalist alternative, which makes conceptual room for the existence of AMAs. The implications of this thesis are that at some point in the future we may be faced with situations for which no human being is morally responsible, but a machine may be. Moreover, this responsibility holds, I claim, independently of whether the agent in question is “punishable” or not. (shrink)

The aim of this article is to show how the ambivalent nature of reality might impact artificial intelligence use in medicine. The work illustrates that machine learning modelling requires some significant levels of data straight-jacketing to be efficient. However, data objectification will be counter-productive in the long run in AI-enabled medical contexts. The problem is that the ambivalent nature of realities requires a non-objectified modelling process, which is missing in machine learning at the moment. On the basis of this, the (...) study hypothesizes that AI-enabled medicine will continue to depend largely on human intelligence to be efficient at least for the foreseeable future. The implication of this is that intelligent machines should be viewed as co-workers with man. The study draws from the theories of ontology in the Western continental tradition and the African philosophical tradition to ground the discourse. (shrink)

Public sector adoption of AI techniques in welfare systems recasts historic national data as resource for machine learning. In this paper, we examine how the use of register data for development of predictive models produces new ‘afterlives’ for citizen data. First, we document a Danish research project’s practical efforts to develop an algorithmic decision-support model for social workers to classify children’s risk of maltreatment. Second, we outline the tensions emerging from project members’ negotiations about which datasets to include. Third, we (...) identify three types of afterlives for citizen data in machine learning projects: (1) data afterlives for training and testing the algorithm, acting as ‘ground truth’ for inferring futures, (2) data afterlives for validating the algorithmic model, acting as markers of robustness, and (3) data afterlives for improving the model’s fairness, valuated for reasons of data ethics. We conclude by discussing how, on one hand, these afterlives engender new ethical relations between state and citizens; and how they, on the other hand, also articulate an alternative view on the value of datasets, posing interesting contrasts between machine learning projects developed within the context of the Danish welfare state and mainstream corporate AI discourses of the bigger, the better. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:134 When the woman saw that the fruit of the tree was good for food and pleasing to the eye, and also desirable for gaining wisdom, she took some and ate it —­Genesis 3:6 Abstract Aesthetics has emerged as an important battleground in the moral quest for a lower carbon society. Especially in the case of proposed wind farms (an environmentally benign technology in terms of low carbon emissions), (...) opponents frequently refer to the unsightly machines creating negative landscape impacts and ruining the view. This essay seeks to reflect on the particular ways in which visual aesthetics are framed and mobilized in this moral debate. Exploring the dividing lines between pictoral and more-­ than-­ representational approaches I ask if the moral dilemmas in our landscape decisions (e.g. individual rights to beauty or collective duties toward future generations) are obscured by physical or visual realms. The largely invisible nature of wind, electricity and climate change, set within the physical and tangible nature of landscapes and turbines, challenges us to experience the aesthetics of landscapes-­ with-­ machines through more creative and engaging means that are not limited to visibility, nor deaf to morality. SIN, DUTY, AND THE AESTHETICS OF NATURE As the first act of sin in the bible, Eve’s consumption of a visually aesthetic fruit led to humans being banned from the Garden of Eden. Looking at the above sentence more closely, we could even argue that “good for food” is not a positive condition (e.g. tasty, nourishing), but Justice in the Eye of the Beholder? ‘Looking’ Beyond the Visual Aesthetics of Wind Machines in a Post-­Productivist Landscape DAN VAN DER HORST Dan van der Horst / Justice in the Eye of the Beholder? 135 rather the absence of a negative (e.g. inedible), whilst “also desirable” may sound like the hunger for wisdom was only a secondary, additional attraction. The sentence thus draws attention to the key role of aesthetics in the making of a moral decision; would Eve have eaten the forbidden fruit if it was not “pleasing for the eye”? Aesthetic judgments may be informed by a range of factors, but as this bible quote illustrates, morality is key among them. Associations between right and wrong on the one side and beauty or ugliness on the other, are not exactly rare in written history, be they religious, literary or scholastic works. As a marked contribution to the latter, Immanuel Kant has paid particularly close attention to the links between aesthetics and morality, arguing amongst others that any universal agreement in judgments of the sublime must rest on an appeal to moral feelings.1 But universality is not the only logical link between aesthetic judgementandmorality.Peoplecanfeelasenseof‘duty’tofindcertainthings beautiful e.g. because that is the aesthetic judgment of the group they aspire to belong to.2 Whilst this sense of duty can refer to social conditioning and group belonging, it also has resonance for landscape aesthetics at a time of anthropogenic climate change (a universal threat) when we must “learn to love the low carbon landscape.”3 This presents a point of departure from the debate on the moral obligation of preserving aesthetically pleasing landscapes (as we tend to do through legal designations, e.g. national parks), an ethical logic which leads, to use the words of Holmes Rolston, “from beauty to duty.”4 Moreover a posi­ tive aesthetical appreciation of a landscape because it accommodates low carbon technologies, would potentially require an inverse ethical logic, i.e. from duty to beauty.5 Notwithstanding the clear conceptual links between moral and aesthetic judgment, in everyday life it may be far less clear what kind of moral issues may underpin particular expressions of aesthetic sensibility. This can be particularly problematic for the deployment of environmental technologies (i.e. technologies pursued to reduce pollution ) that have significant landscape footprints. That is where we can find universal moral claims demanding environmental action for the common good rubbing up against aesthetic landscape judgments in places where such developments are proposed. This produces an unsatisfactory situation in which the deployment of clean technologies ENVIRONMENT, SPACE, PLACE / VOLUME 10 / ISSUE 1 / 2018 136 is delayed, tensions within local communities may increase... (shrink)

After the Human explores how the strategies and methods of scientific as well as humanistic inquiry are converging to construct a relational view of the world. It evaluates Einstein's theory of relativity, quantum theory, information theory, cognitive neuropsychology, and evolution alongside the history of modern western philosophy, arguing that presumptions such as human exceptionalism and individualism are not only out of sync with scientific knowledge but also root causes of the critical issues facing the world--climate change, machine intelligence, ideological political (...) oppositions. How to think beyond anthropocentrism and binary oppositions--human/animal, sacred/profane--and acknowledge ourselves as entangled parts of larger ecologies is the aim of the book. The distinctive character of the book is its wealth of scientific insight; the opening chapter reveals the complex worlds of dirt, water, air, and fire and how humans have deformed them beyond recognition. Extraordinary advances in technology, with their promise of furthering a global village, have been derailed by economic individualism and hierarchy, prefigured in the atomism of Descartes and Newton. Not until Einstein, Bohr, and Heisenberg introduced relativity and quantum mechanics--less than a century after Hegel first proposed his dialogical worldview--did a relational account of reality begin to develop. The study of the natural world revealed a micro-universe of relations in which organisms and environments constantly adapt to one another; as Lynn Margulis puts it, "life is a verb," webs and networks of intelligences and emotions communicating within and across species and nonbiological life forms including AI. We have only to change not the world but how we see ourselves in it. (shrink)

The aim of this article is to discuss the idea that the notion of topos could become the future mathematics of AI, by giving more emphasis to geometric forms, compared to the currently mainstream approach, which favors numbers through statistical procedures. AI engineers are looking for theories that can formalize the basic elements that shape their daily work, as well as the basic operations that structure how the human brain works. The notion of topos could contribute largely to satisfying (...) these two main aspirations of AI engineering. The article is a part of a questioning on the nature of intelligence and supposedly intelligent machines. In this respect, it would be useful to enrich the approach that assimilates the topos as a kind of bridge that removes all the inessential aspects of things to be connected to keep an common essence that associates mathematical things. One of the most promising avenues from the archeology of the discourse on the topos is the reading by meaning. This art of reading well gives rise to the notion of conceptual strata which shows that the things to be connected have a layered configuration. What seems insignificant –in view of a supposed essence– through one conceptual stratum, might seem important through another, even capital. Rather than calling something ‘insignificant’, a consistent relativism of ‘insignificant for’ would be more appropriate, according to the conceptual stratum considered. (shrink)

Humans and other animals are able not only to coordinate their actions with their current sensorimotor state, but also to imagine, plan and act in view of the future, and to realize distal goals. In this paper we discuss whether or not their future-oriented conducts imply (future-oriented) representations. We illustrate the role played by anticipatory mechanisms in natural and artificial agents, and we propose a notion of representation that is grounded in the agent’s predictive capabilities. Therefore, we (...) argue that the ability that characterizes and defines a true cognitive mind, as opposed to a merely adaptive system, is that of building representations of the non-existent, of what is not currently (yet) true or perceivable, of what is desired. A real mental activity begins when the organism is able to endogenously (i.e. not as the consequence of current perceptual stimuli) produce an internal representation of the world in order to select and guide its conduct goal-directed: the mind serves to coordinate with the future. (shrink)

In this paper I evaluate the soundness of the prototype paradigm, in particular its basic assumption that there are pan-human psychological essences or core meanings that refer to basic-level natural kinds, explaining why, on the whole, human communication and learning are successful. Instead I argue that there are no particular pan-human basic elements for thought, meaning and cognition, neither prototypes, nor otherwise. To illuminate my view I draw on examples from anthropology. More generally I argue that the prototype paradigm exemplifies (...) two assumptions that dominate cognitive science: (1) If human beings use words they mean something particular and what they mean can be discovered by scientific methods. (2) There is a fixed number of domains of categorization, each made up of a fixed number of basic categories. I suggest that these two assumptions lead to Brave New World. (shrink)

In this paper I evaluate the soundness of the prototype paradigm, in particular its basic assumption that there are pan-human psychological essences or core meanings that refer to basic-level natural kinds, explaining why, on the whole, human communication and learning are successful. Instead I argue that there are no particular pan-human basic elements for thought, meaning and cognition, neither prototypes, nor otherwise. To illuminate my view I draw on examples from anthropology. More generally I argue that the prototype paradigm exemplifies (...) two assumptions that dominate cognitive science: (1) If human beings use words they mean something particular and what they mean can be discovered by scientific methods. (2) There is a fixed number of domains of categorization, each made up of a fixed number of basic categories. I suggest that these two assumptions lead to Brave New World. (shrink)

This article aims to present the problem of the impact of artificial intelligence on respect for human dignity in the sphere of care for people who, for various reasons, are described as particularly vulnerable, especially seniors and people with various disabilities. In recent years, various initiatives and works have been undertaken on the European scene to define the directions in which the development and use of artificial intelligence should go. According to the human-centric approach, artificial intelligence should be developed, used (...) and monitored with people in mind, their needs and rights. It is artificial intelligence that should adapt to the rules set by people, not the other way around. The source of all human rights and freedoms is respect for human dignity. This is evidenced by numerous European, international, national regulations and documents. Respecting this value is also one of the works on the AI development. One of the areas of our life into which AI enters more and more boldly and which in the near future, due to demographic reasons and aging population, may be almost dominated by modern technologies, is the medical and care system. The usefulness of industrial co-robots made us think about the possibility of using similar devices in the non-industrial sphere, including in the sphere of care, nursing and therapy. Actually, despite the impressive development of technology and AI, intelligent robots/devices used for care, nursing or therapy (so-called care/nursing or therapy robots) perform rather simple activities. They provide information, navigate, bring something and give it (e.g. medicines, food), help to get up. They are an important support for medical staff in this respect. Performing tasks that are more complex in terms of technology and movement, such as feeding, washing, intimate hygiene, dressing or undressing, is still beyond the reach of the currently used robots. The question we must ask ourselves is whether, in the future, care robots will be able to perform such tasks, and should they do so? Will this lead to the replacement of human medical personnel in the performance of the above-mentioned activities with such robots. Would anyone want to be "looked after" by a soulless machine? Should potential wards/patients, in other words all of us in fact, have the right to object to being taken into the care of an intelligent robot? There is no doubt that intelligent robots have great potential, especially when it comes to ensuring or maintaining the independence or mobility of people with various health limitations. However, we must not forget about the risks and dangers they may generate. Even a simple robot generates serious legal and ethical problems. Who should be liable for damage caused in connection with improper care performed with the participation of a robot? Robots based on AI systems are able to collect a significant amount of sensitive data, for example through the face and speech recognition function. There is considerable scope for abuse in this area, not only in terms of personal data protection but also in terms of informational self-determination, privacy and dignity. Bearing in mind the above risks, the creation of a new right to object to being looked after by a robot should be considered. (shrink)

Tae Wan Kim, John Hooker, and Thomas Donaldson make an attempt, in recent articles, to solve the alignment problem. As they define the alignment problem, it is the issue of how to give AI systems moral intelligence. They contend that one might program machines with a version of Kantian ethics cast in deontic modal logic. On their view, machines can be aligned with human values if such machines obey principles of universalization and autonomy, as well as a (...) deontic utilitarian principle. Programming machines to do so might be useful, in their view, for applications such as future autonomous vehicles. Their proposal draws both on traditional logic-based and contemporary connectionist approaches, to fuse factual information with normative principles. I will argue that this approach makes demands of machines that go beyond what is currently feasible, and may extend past the limits of the possible for AI. I also argue that a deontological ethics for machines should place greater stress on the formula of humanity of the Kantian categorical imperative. On this principle, one ought never treat a person as a mere means. Recognition of what makes a person a person requires ethical insight. Similar insight is needed to tell treatment as a means from treatment as a mere means. The resources in Kim, Hooker, and Donaldson’s approach is insufficient for this reason. Hesitation regarding deployment of autonomous machines is warranted in light of these alignment concerns. (shrink)

In this paper, we propose a Future View system that assists user's usual Web browsing. The Future View will prefetch Web pages based on user's browsing strategies and present them to a user in order to assist Web browsing. To learn user's browsing strategy, the Future View uses two types of learning classifier systems: a content-based classifier system for contents change patterns and an action-based classifier system for user's action patterns. The results of learning is applied to (...) crawling by Web robots, and the gathered Web pages are presented to a user through a Web browser interface. We experimentally show effectiveness of navigation using the Future View. (shrink)

I defend a simple argument for why considerations of epistemic probability should lead us away from Open Future views according to which claims about the future are never true.

From the thirteenth century to early modern times, Venetian church interiors gleamed with brilliant gold and silver altarpieces and frontals, enlivening dim naves and providing awe-inspiring backdrops for the celebration of the liturgy. Grand in scale and materially sumptuous, these artworks were ingenious viewing machines. Many could be opened and closed horizontally to reveal and conceal multiple layers of imagery. When closed, they were further screened behind purpose-made panel paintings, called contropale or pale feriali. These multimedia ensembles - (...) the best known of which is formed by San Marco’s Pala d’Oro and Pala Feriale - played a vital role as intermediaries between architecture and rite, and they represented the radiant core of rich religious rituals that dramatized Christian notions of divine revelation. Yet, despite their attraction, Venetian gold and silver pale remain insufficiently studied. This article brings an initial analysis of these artifacts into dialogue with broader art historical debates about the materiality and the performativity of medieval artworks. By doing so, it demonstrates the significance of gold and silver pale in defining Venice’s religious and aesthetic cityscape, and it lays the methodological groundwork for future research into these complex artifacts and their environment. (shrink)

Machine learning-driven clinical decision support systems (ML-CDSSs) seem impressively promising for future routine and emergency care. However, reflection on their clinical implementation reveals a wide array of ethical challenges. The preferences, concerns and expectations of professional stakeholders remain largely unexplored. Empirical research, however, may help to clarify the conceptual debate and its aspects in terms of their relevance for clinical practice. This study explores, from an ethical point of view, future healthcare professionals’ attitudes to potential changes of responsibility (...) and decision-making authority when using ML-CDSS. Twenty-seven semistructured interviews were conducted with German medical students and nursing trainees. The data were analysed based on qualitative content analysis according to Kuckartz. Interviewees’ reflections are presented under three themes the interviewees describe as closely related: (self-)attribution of responsibility, decision-making authority and need of (professional) experience. The results illustrate the conceptual interconnectedness of professional responsibility and its structural and epistemic preconditions to be able to fulfil clinicians’ responsibility in a meaningful manner. The study also sheds light on the four relata of responsibility understood as a relational concept. The article closes with concrete suggestions for the ethically sound clinical implementation of ML-CDSS. (shrink)

An emerging consensus in cognitive science views the biological brain as a hierarchically-organized predictive processing system that relies on generative models to predict the structure of sensory information. Such a view resonates with a body of work in machine learning that has explored the problem-solving capabilities of hierarchically-organized, multi-layer (i.e., deep) neural networks, many of which acquire and deploy generative models of their training data. The present chapter explores the extent to which the ostensible convergence on a common neurocomputational architecture (...) (centred on predictive processing schemes, hierarchical organization, and generative models) might provide inroads into the problem of digital immortality. In contrast to approaches that seek to recapitulate the connectomic microstructure of the human brain, the present chapter advocates an approach that is rooted in the use of machine learning algorithms. The claim is that a future form of deep learning system could be used to acquire generative models of a given individual or (alternatively) the sensory data that is processed by the brain of a given individual during the course of their biological life. The differences between these two forms of digital immortality are explored, as are some of the options for digital resurrection. (shrink)

What steps are needed to make life better and more convivial? The Second Convivialist Manifesto has presented a short diagnosis of the current crises and sketches of a possible and desirable future. It has been a necessary work of theoretical synthesis, but preserving a viable world also requires passion. It is thus urgent to show what people would gain from a shift to a post-neoliberal and post-growth convivialist future. This volume includes a theoretical debate on convivialism which reflects (...) dystopias and shows the multiple and major obstacles that convivialism will have to face. Mainly, however, the contributors to this volume create sketches of a convivial future and collect accounts of another future world which is attractive for as many as possible. (shrink)

The paper presents a Chinese philosophical point of view of AI, and presents a novel system of the AI machine. There are two basic relations or contradictions which drive computer developments forward. One is between software and hardware and the other is between data structure and system organization. It is suggested that a description of a future AI system should primarily start from these contradictions.

Sustainability is typically viewed as consisting of three forces, economic, social, and ecological, in tension with one another. In this paper, we address the dangers posed to societal sustainability. The concern being addressed is the very survival of societies where the rights of individuals, personal and collective freedoms, an independent judiciary and media, and democracy, despite its messiness, are highly valued. We argue that, as a result of various technological innovations, a range of dysfunctional impacts are threatening social and political (...) stability. For instance, robotics and automation are replacing human labor and decision-making in a range of industries; search engines, monetized through advertising, have access to, and track, our interests and preferences; social media, in connecting us to one another often know more about us than we ourselves do, enabling them to profit in ways which may not coincide with our well-being; online retailers have not only acquired the ability to track and predict our buying choices, but also they can squeeze vendors based on their outsize bargaining power; and, in general, virtual technologies have changed both the way we think and our sense of self. With the rising deployment of the Internet of Things, and developments in machine learning and artificial intelligence, the threats to individual freedoms and rights, societal cohesion and harmony, employment and economic well-being, and trust in democracy are being ratcheted up. This paper lauds the benefits and addresses the harm wrought by the high tech giants in Information and Communication Technologies. The search for rapidly growing revenues drives firms to accelerate product innovation without fully investigating the entire gamut of their impacts. As greater wealth accrues to the leaders of tech firms, inequalities within firms and societies are widening, creating social tensions and political ferment. We explore the ethical nature of the challenge employing a simple utilitarian calculus, complemented by approaches rooted in rights, justice, and the common good. Various options to address the challenges posed by ICTs are considered and evaluated. We argue that regulation may do little more than slow down the damage to society, particularly since societal values and political preferences vary internationally. Firms need to establish ethical standards, imbuing the upholders of these standards with sufficient authority, while creating a culture of morality. User involvement and activism, and shareholders’ concerns for the sustainability of societies on whose continued prosperity they depend, are imperative to humanity’s ability to decide the future direction of technology. (shrink)

With 500+ papers and 20+ books spanning many scientific disciplines, Mark Burgin has left an indelible mark and legacy for future explorers of human thought and information technology professionals. In this paper, I discuss his contribution to the evolution of machine intelligence using his general theory of information (GTI) based on my discussions with him and various papers I co-authored during the past eight years. His construction of a new class of digital automata to overcome the barrier posed by (...) the Church–Turing Thesis, and his contribution to super-symbolic computing with knowledge structures, cognizing oracles, and structural machines are leading to practical applications changing the future landscape of information systems. GTI provides a model for the operational knowledge of biological systems to build, operate, and manage life processes using 30+ trillion cells capable of replication and metabolism. The schema and associated operations derived from GTI are also used to model a digital genome specifying the operational knowledge of algorithms executing the software life processes with specific purposes using replication and metabolism. The result is a digital software system with a super-symbolic computing structure exhibiting autopoietic and cognitive behaviors that biological systems also exhibit. We discuss here one of these applications. (shrink)

_Ever since Descartes singled out the ability to use natural language appropriately in any given circumstance as the proof_ _that humans – unlike animals and machines – have minds, an idea that Turing transformed into his well-known test to_ _determine whether machines have intelligence, the close connection between language and cognition has been widely_ _acknowledged, although it was accounted for in quite different ways. Recent advances in natural language processing, as_ _well as attempts to create “embodied conversational agents” (...) which couple language processing with that of its natural_ _bodily correlates (gestures, facial expression and gaze direction), in the hope of developing human-computer interfaces_ _based on natural – rather than formal – language, have again brought to the fore the question of how far we can hope_ _machines to be able to master the cognitive abilities required for language use. In this paper, I approach this issue from a_ _different angle, inquiring whether language can be viewed as a “cognitive technology”, employed by humans as a tool_ _for the performance of certain cognitive tasks. I propose a definition of “cognitive technology” that encompasses both_ _external (or “prosthetic”) and internal cognitive devices. A number of parameters in terms of which a typology of_ _cognitive technologies of both kinds can be sketched is also set forth. It is then argued that inquiring about language’s_ _role in cognition allows us to re-frame the traditional debate about the relationship between language and thought, by_ _examining how specific aspects of language actually influence cognition – as an environment, a resource, or a tool. This_ _perspective helps bring together the contributions of the philosophical “linguistic turn” in epistemology and the incipient_ _“epistemology of cognitive technology” It also permits a more precise and fruitful discussion of the question whether, to_ _what extent, and which of the language-based cognitive technologies we naturally use can be emulated by the kinds of_ _technologies presently or in the foreseeable future available.shrink)

As disparities and data science researchers, we write in response to Char and colleagues paper on “Identifying Ethical Considerations for Machine Learning Healthcare Applications.” While the...

The United Nations ‘Transforming our world: the 2030 Agenda for Sustainable Development’ lays out 17 Sustainable Development Goals to address a range of global issues related to the future of the planet and human well-being. Critics, however, argue that the Agenda, a complex product of multi-stakeholder governance, in its drive to accommodate many competing voices, is overloaded with weakly defined, overlapping and contradictory issues, concepts and buzzwords. These serve to gloss over actual concrete global problems and forces, concealing an (...) underlying free-trade ideology. In this paper, using Multimodal Critical Discourse Analysis, we draw attention to the nature of the documents used to communicate the Agenda. These documents comprise an edifice of self-referential texts that rely heavily on infographics, bullet points, charts and tables. Such formats appear to helpfully simplify, distil information and break things down into workable components. But, we show, through the affordances of these formats, the the vagueness of buzzwords, contradictions and lack of clear causalities can be glossed over, presenting the Agenda as a highly technical, engaging, and above all moral process. These formats are important, therefore, for the legitimization and rhetorical power of the Agenda, necessary for its take-up by governments and organizations around the world. (shrink)

Physicians and other healthcare professionals are increasingly finding ways to use artificial intelligent decision support systems in their work. IBM Watson Health, for example, is a commercially available technology that is providing AI-DDS services in genomics, oncology, healthcare management and more.1 AI’s ability to scan massive amounts of data, detect patterns, and derive solutions from data is vastly more superior than that of humans. AI technology is undeniably integral to the future of healthcare and public health, and thoughtful consideration (...) of the legal, ethical and moral issues surrounding this technology is a must. The authors of the article, Responsibility, Second Opinions, and Peer-Disagreement—Ethical and Epistemological Challenges of Using AI in Clinical Diagnostic Contexts, provide an informed discussion of how AI-DSS may be used, both practically and ethically, to assist healthcare professionals in cooperative diagnostic processes2. The authors propose a process, whereby AI-DSS would provide a physician a second opinion, and when there is a mismatch between opinions, another physician would provide a third opinion. This approach maintains a ‘physician-in-charge’ perspective, and suggests that decision-making must ultimately be made by a person. This approach is also consistent with the ‘physician in-the-loop’ concept, such that even when increasingly autonomous AI-DSSs are put to use, physicians will still be providing checks and overseeing clinical decisions. The authors conceptualise AI as a replacement of human cognitive labour. That is, AI is used to supplant a human professional in particular functions …. (shrink)

A core symptom of anxiety disorders is the tendency to interpret ambiguous information as threatening. Using EEG and BOLD-MRI, several studies have begun to elucidate brain processes involved in fear-related perceptual biases, but thus far mainly found evidence for general hypervigilance in high fearful individuals. Recently, multi-voxel pattern analysis (MVPA) has become popular for decoding cognitive states from distributed patterns of neural activation. Here, we used this technique to assess whether biased fear generalization, characteristic of clinical fear, is already present (...) during the initial perception and categorization of a stimulus, or emerges during the subsequent interpretation of a stimulus. Individuals with low spider fear (LSF, n = 20) and high spider fear (HSF, n = 18) underwent functional MRI scanning while viewing series of schematic flowers morphing to spiders. In line with previous studies, individuals with high fear of spiders were behaviorally more likely to classify ambiguous morphs as spiders than individuals with low fear of spiders. Univariate analyses of BOLD-MRI data revealed stronger activation towards spider pictures in high fearful individuals compared to low fearful individuals in numerous areas. Yet, neither average activation, nor support vector machine classification (i.e. a form of MVPA) matched the behavioral results - i.e., a biased response towards ambiguous stimuli - in any of the regions of interest. This may point to limitations of the current design, and to challenges associated with classifying emotional and neutral stimuli in groups that differ in their judgment of emotionality. Improvements for future research are suggested. (shrink)

The paper reports our research aiming at utilization of human interactive communication modeling principles in application to a novel interaction paradigm designed for brain–computer/machine-interfacing (BCI/BMI) technologies as well as for socially aware intelligent environments or communication support systems. Automatic procedures for human affective responses or emotional states estimation are still a hot topic of contemporary research. We propose to utilize human brain and bodily physiological responses for affective/emotional as well as communicative interactivity estimation, which potentially could be used in the (...) future for human–machine/environment interaction design. As a test platform for such an intelligent human–machine communication application, an emotional stimuli paradigm was chosen to evaluate brain responses to various affective stimuli in an emotional empathy mode. Videos with moving faces expressing various emotional displays as well as speech stimuli with similarly emotionally articulated sentences are presented to the subjects in order to further analyze different affective responses. From information processing point of view, several challenges with multimodal signal conditioning and stimuli dynamic response extraction in time frequency domain are addressed. Emotions play an important role in human daily life and human-to-human communication. This is why involvement of affective stimuli principles to human–machine communication or machine-mediated communication with utilization of multichannel neurophysiological and periphery physiological signals monitoring techniques, allowing real-time subjective brain responses evaluation, is discussed. We present our preliminary results and discuss potential applications of brain/body affective responses estimation for future interactive/smart environments. (shrink)

An emerging consensus in cognitive science views the biological brain as a hierarchically-organized predictive processing system that relies on generative models to predict the structure of sensory information. Such a view resonates with a body of work in machine learning that has explored the problem-solving capabilities of hierarchically-organized, multi-layer neural networks, many of which acquire and deploy generative models of their training data. The present chapter explores the extent to which the ostensible convergence on a common neurocomputational architecture might provide (...) inroads into the problem of digital immortality. In contrast to approaches that seek to recapitulate the physical structure of the human brain, the present chapter advocates an approach that is rooted in the use of machine learning algorithms. The claim is that a future form of deep learning system could be used to acquire generative models of a given individual or the sensory data that is processed by the brain of a given individual during the course of their biological life. The differences between these two forms of digital immortality are explored, as are some of the options for digital resurrection. (shrink)

This chapter provides a classification scheme for artificial intelligence (AI) predictions, and tools for analyzing their reliability and uncertainties. It presents a series of brief case studies of some of the most famous AI predictions: the initial Dartmouth AI conference; Hubert Dreyfus' criticism of AI; Ray Kurzweil's predictions in The Age of Spiritual Machines; and Stephen Omohundro's AI Drives. The chapter takes every falsifiable statement about future AI to be a prediction. Thus the following four categories are all (...) predictions: Timelines and outcome predictions, Scenarios, Plans, and Issues and metastatements. The following schema was suggested by a review of the AI predictions literature : Causal models, Non‐causal models, The outside view, Philosophical arguments, and Expert judgment. The chapter looks at four prominent AI predictions, and analyses their accuracy, attempting to gain insights that will be useful for assessing future prediction. (shrink)

continent. 1.2 (2011): 70-75. cartography of ghosts . . . And as a way to talk . . . of temporality the topography of imagination, this body whose dirty entry into the articulation of history as rapturous becoming & unbecoming, greeted with violence, i take permission to extend this grace —Akilah Oliver from “An Arriving Guard of Angels Thusly Coming To Greet” Our disappearance is already here. —Jacques Derrida, 117 I wrestled with death as a threshold, an aporia, a bandit, (...) a part of life. —Akilah Oliver Moraine in geological lingo is that which is left behind. Moraine- a euphemism for the de-stabilizing referent of the writer-ly body as a “troubled and troubling landscape marked by cultural and historical signifiers, the body as flesh memory [...] the body as transitory” (Oliver, Author Statement). Moraine— a geological metaphor of the poet as a holder of memory, as an accumulation of rocks and debris carried along the edge, terminal, dropped at the foot of language (in language). “Flesh Memory” according to Akilah Oliver is "that which my body recalls [...] everything has to do with the task of remembrance and its narrative reinvention [...] I was always translating an idea of the world as it presented itself at any given time. To write was a choice about how to be seen, how to enter the world as translator, actor, participant, in the dialogues that apparently made the real 'real'" (Levitsky). Flesh. Memory. The stuff some poems are made from. The stuff that gets abandoned, gleaned, and picked up by more flesh and memory. "My body, my life has always felt like a kaleidoscopic rip in the dominant fabric [...] has always been a dialogue with the impossible and the apparent” (Levitsky). The impossible-body or poet's body anticipates and performs (through language) an irretrievable death. IN APORIA I realized everything I must have been doing must have been Death. It was Christmas or Labor Day—a holiday—and every time you turned on the radio they said something like ‘four million’ or ‘going to die’.” — Andy Warhol I’m trying on egos, [a justification for the planet’s continuance]. Oh hello transgressor, you’ve come to collect utilitarian debts, humbling narrative space. Give me condition and wheatgrass, I his body disintegrating. I his body is ossification. Death my habit radius, yeah yeah. I his body can’t refuse this summons. I can’t get out this fucking room. Tell me something different about torture dear Trickster. Tell me about the lightness my mother told me to pick the one i love the best how it signals everything I ever wish to believe true just holy on my ship. I jump all over this house. this is it [what I thought is thought only, nothing more deceptive than]: I his body keeps thinking someone will come along, touch me. As like human or lima bean. I’m cradling you to my breast, you are looking out. A little wooden lion you & Peter carve on Bluff Street is quieting across your cheekbone. Not at all like the kind of terror found in sleep, on trembling grounds. It is yesterday now. I have not had a chance to dance in this century. Tonight I shall kill someone, a condition to remember Sunday morning. To think of lives as repetitions [rather than singular serial incarnations]. To understand your death is as exacerbating as trying to figure out why as schoolchildren in mid-nineteen-sixties Southern California we performed reflexive motions: cutting out lace snowflakes, reading Dick and Jane search for their missing mittens, imagining snow. Disintegrat ing . The -ing gerund catapults from the non-finite verb into past, present, future. The -ing as a tail pinned to death, a dog spinning to bite and never fully reaching itself, always shy of the end, circumreferential; a double copulative: deathing. Possessively AO calls it “habit radius” (a virtual fetish attribute) or an inescapable death presence that “confronts us with the paradox of an unattainable object [...] through it’s being unattainable” (Agamben, 27). A flirtation or dialogue with an unknowable thing and aporia utilized as investigative instrument to engage (death) while (in Southern California) we “perform reflexive motions,” cut lace snowflakes, imagine snow, and pay rent like “yeah, yeah” what else is new. And this too, fiction. The book I wish to right. The restored fallen, heroic. Did you expect a different grace from the world? Or upon exit? I’m working on “tough.” They think I am already. All ready. Who is the dead person? Is "I'm sorry" real to a dead person? Browning grass. My hands on this table. A contentious century. A place to pay rent. Redemptive moments. Am I now the dead person? Dead person, dead person, will you partake in my persimmon feast? The body inside the body astounds, confesses sins of the funhouse. I too have admired the people of this planet. Their frilly, orderly intellects. The use they’ve made of cardamom, radiation as well. How they’ve pasteurized milk, loaned surnames to stars, captured tribes, diseases, streets, and ideas too. The living-body as archive: is it possible to experience the living-body as archive without a (kind of) death? Sifting the rubble, rummaging through hoarded debris, skin sheds, memory-napping, and re-awoken (in flesh and) on terrain. “An investigative poetics seeks to unravel staid communities of thought and grasp at what might always be just beyond reach; a poetics of inquiry that lies between language as meaning, and language as rapturous entry into the world of posited ideas and idealism”( Levitsky). Something snaps. Lights blow out prior to embarking upon an investigative poetics. It begins with a question (often a sexy aporia) that leads to openings. "Every politics of memory [...] implies an intervention of the state. It's a state that legislates and acts with regard to the nonfinite mass of materials to be stored, materials which must be collected, preserved” (Derrida & Stiegler, 62). It seems poetic investigation already contains the potentiality of an (invisible) archive if the writer is “always writing” especially when not. Here’s my stupid digital romantic inclination: the living-body (of a poet) is a self-sustaining archive of non-finite memories. But not even I really believe that. AO innovated and sculpted an investigative poetic praxis. In a conversation with poet Rachel Levitsky, poetic-voice is viewed not as a precious identifier, but as a means to think through/about form, concluding that form is linked to framing. While poetic-voice may have tendency to precede form, it also erupts as a result of framing techniques. “They are frames that hold the shape of thinking (which is also to say of imagining) [...].”7 This reminds me of my rabbit who symmetrically chewed the corners of his hutch, which makes me wonder if it’s an expression of the shape of some animal anxiety tick I won’t ever have access to. Beyond the form/frame, death is an unoriginal yet unique limit; death is a damn deathless thing. It functions as a source of poetic investigation; that thing always “just beyond reach.” And how is death not a fetish (in this case an obsessive reverence for something non-material)? “Insofar as it [death] is a presence, a fetish [...] it is in fact something concrete and tangible; but insofar as it is the presence of an absence, it is, at the same time, immaterial and intangible, because it alludes continuously beyond itself to something that can never really be possessed [...] The fetish is [...] a sign of an absence, it is not an unrepeatable unique object; on the contrary, it is something infinitely capable of substitution, without any successive incarnations ever succeeding in exhausting the nullity of which it is the symbol” (Agamben, 33). AO utilized absence (the absent body [catapulted by the death of a beloved]) as an apparatus to investigate. In the process of conversing with absence or that which is absent, the absent body is affectionately objectified, incessantly summonsed back to a place of recognition, of objects, a desire for the absent body to remain intact while exiting the structural limits of grammar and syntax by moving into chant forms “to say what cannot be said” (Levitsky). from AN ARRIVING GUARD OF ANGELS THUSLY COMING TO GREET dear oluchi- the light is blinking rapidly on the black boxy machine. your room seems bigger than before and i am still planning to read some of those robert jordan books of yours. yesterday at the used bookstore where i was browsing the mysteries to “stall reality” (they are really not mysteries at all, they just employ death as the plot mistress but are unable to grasp its mystery at all)—well the point is, things were calm down here for a while and the world was little. i want to be big like you. or i want you not vast, not dead, not gone, but human small and here. i am so selfish. that is what i really want. to see you again. to oil your scalp. to hear you walk in the door, say ma i’m home . give me a chance to say welcome home son. or when leaving, don’t forget your hat . what do you wear out there? i wish you could have taken your new shoes with you. i’m so proud of you. i’m sorry for the way you died. i miss you all the time. even before, i missed you. out there, one time, some different men said: “shake for me girl, i wanna be your backdoor man.” who dat you love. 5/18/03 A letter-poem in sixteen lines “dear oluchi-” is safe-housed in epistolary form. Poetic voice is rendered as internal thought meanderings, a not-so-much confession, private/(pillow?) talk in the desire to be heard/witnessed by the referent and reader with an intent to absolve. The diminutive “i” bears a relation to poet Fanny Howe’s “little g God” in that “One of the (many) things I like about little g God is that you can have a vodka tonic while you talk to little g God, sing along to Bowie’s “I’m Afraid Of Americans,” and hum Coltrane’s “A Love Supreme,” though maybe not all at the same time” (Oliver, 2009). Towards the middle of the poem AO is at a used bookstore and remarks on the funny employment of death as a ‘plot mistress’ that ‘they’ (the dubious employed mystery authors) are ‘unable to grasp’, thereby giving death a mouthpiece, a modeling job, something to do to pass the time. from THE VISIBLE UNSEEN When I first saw graffiti, I recognized in it an ugly aesthetic, a dialectics of violence, a distortion of limbs, a hieroglyph. It was only later when I read the names of the dead that I then saw the path of ghosts charted there; its narrative of loss for the visible unseen whose place in history has been fictionalized and rendered unseen under the totalizing glare of history. Inscriptions, traces, specters. Graffiti begs a public face just as ghosts require non-ghosts (humans) to sense them. The “visible unseen” is a game of hide-and-seek between public viewer and graffiti-inscriber, an ephemeral-violent aesthetic on an ephemeral-policed canvas. Graffiti-inscribers already submit to being forgotten, expect to be washed away; perhaps it’s a holy urban mandala created by gangster-type monks without Buddhism. [...] in its refusal to disappear it forces a discourse in the public imagination we are forced to see what we would rather not, to make sense of an encoded language that we cannot read on the level of meaning. it irritates, forces its agency on us, speaks outside and beyond semiotic reach. An epic font-size pervading the public’s imagination, illegible, I could just close my eyes, remain passive, drive past, abandon it beyond reach, push it further away beyond death walls. In Barcelona I watched a clean up crew wash walls with an awesome water hose but I was more intrigued by their bodies; not a distortion of limbs, not hieroglyph but also not entirely legible; the laboring body permanently erasing specters of the city, and of course they knew it was also an invitation for the ghosts to return. Graffiti is death’s little sister, is also an aporia. [...] Graffiti (fr GK -graph(os), something drawn or written, to diagram or chart) attempts to stage the impossible: to erase the essence of its own subjectivity. Graffiti is a cartography of ghosts, a mapping of elegiac rapture (the transporting of a person from one place to another, as in heaven) and rupture (the state of being broken open.) Dwelling is a fiction stasis. [...] The notion of the past as being something done with, a look-back event, inhibits the possibility of reading graffiti as rapture, as rupture. If graffiti posits history as always in the process of becoming undone. [...] Because what is the body, if not also a complex temple, an unstable site through which to negotiate subjects, materiality, economies, gods, and modes of representations? The site where we are all already belated. Graphein meaning “to write.” “Derrida says every archive makes a law, and the law of genre is its own rupture” (Bloch, 39). However, graffiti is an (non/anti)-archive of erasure due to (the politics of) washing out its subjectivity, which only adds onto (or is symptomatic of) its character. The inhibition of “reading graffiti as rapture, as rupture” is partly due to it being a “look-back” event in that it’s process involves scratching through layers to reveal previous specters underneath. Graffiti (as an ancient genre) has always been a thing of ‘becoming undone’, and therefore ‘belated and always in arrival’ (Levitsky). It’s a Dionysian activity done at night with it’s back turned toward us. "The specter [...] is of the visible, but of the invisible visible, it is the visibility of a body which is not present in flesh and blood [...] appearing for vision, to the brightness of day [...] something becomes almost visible which is visible only insofar as it is not visible in flesh and blood. It is a night visibility. As soon as there is a technology of the image, visibility brings night. It incarnates in a night body, it radiates in a night light" (Derrida & Stiegler, 115). (shrink)

Critics of clinical artificial intelligence (AI) suggest that the technology is ethically harmful because it may lead to the dehumanization of the doctor–patient relationship (DPR) by eliminating moral empathy, which is viewed as a distinctively human trait. The benefits of clinical empathy—that is, moral empathy applied in the clinical context—are widely praised, but this praise is often unquestioning and lacks context. In this article, I will argue that criticisms of clinical AI based on appeals to empathy are misplaced. As psychological (...) and philosophical research has shown, empathy leads to certain types of biased reasoning and choices. These biases of empathy consistently impact the DPR. Empathy may lead to partial judgments and asymmetric DPRs, as well as disparities in the treatment of patients, undermining respect for patient autonomy and equality. Engineers should consider the flaws of empathy when designing affective artificial systems in the future. The nature of sympathy and compassion (i.e., displaying emotional concern while maintaining some balanced distance) has been defended by some ethicists as more beneficial than perspective-taking in the clinical context. However, these claims do not seem to have impacted the AI debate. Thus, this article will also argue that if machines are programmed for affective behavior, they should also be given some ethical scaffolding. (shrink)