Current advances in research, development and application of artificial intelligence systems have yielded a far-reaching discourse on AI ethics. In consequence, a number of ethics guidelines have been released in recent years. These guidelines comprise normative principles and recommendations aimed to harness the “disruptive” potentials of new AI technologies. Designed as a semi-systematic evaluation, this paper analyzes and compares 22 guidelines, highlighting overlaps but also omissions. As a result, I give a detailed overview of the field of AI ethics. Finally, (...) I also examine to what extent the respective ethical principles and values are implemented in the practice of research, development and application of AI systems—and how the effectiveness in the demands of AI ethics can be improved. (shrink)

In these fifteen essays, one Of Germany's most distinguished philosophers of history invokes an extraordinary array of witnesses and texts to explore the concept of historical time. The witnesses include politicians, philosophers, theologians, and poets, and the texts range from Renaissance paintings to the dreams of German citizens in the 1930s. Using these remarkable materials, Koselleck investigates the relationship of history to language, and of language to the deeper movements of human understanding.Reinhart Koselleck is Professor of the Theory of History (...) at the University of Bielefeld. (shrink)

“One day the day will come when the day will not come.” Bleak, but passionately political in its analysis of the social destruction wrought by modern technologies of communication and surveillance, Open Sky is Paul Virilio's most far-reaching and radical book. Deepening and extending his earlier work, he explores the growing danger of what he calls a “generalized accident,” provoked by the breakdown of our collective and individual relation to time, space and movement in the context of global electronic media. (...) But this is not merely a lucid and disturbing lament for the loss of real geographical spaces, distance, intimacy or democracy. Open Sky is also a call for revolt—against the insidious and accelerating manipulation of perception by the electronic media and repressive political power, against the tyranny of “real time,” and against the infantilism of cyberhype. Virilio makes a powerful case for a new ethics of perception, and a new ecology, one which will not only strive to protect the natural world from pollution and destruction, but will also combat the devastation of urban communities by proliferating technologies of control and virtuality. (shrink)

There is increasing public interest in understanding the nature of corporate ethics due to the knowledge that unethical decisions and activities frequently undermine the performance and abilities of many organizations. Of the current literature found on the topic of ways organizations can influence ethical behavior, a majority is found on the issue of corporate codes of ethics.Most discussions on codes of ethics evaluate the contents of the codes and offer opinions on their wording, content, and/or value. Unfortunately, very little research (...) has been devoted towards discovering whether they are effective in promoting ethical decision-making behavior. Thus, due to the lack of empirical research on this particular topic, this paper attempts to further address this issue. (shrink)

Developing and implementing artificial intelligence (AI) systems in an ethical manner faces several challenges specific to the kind of technology at hand, including ensuring that decision-making systems making use of machine learning are just, fair, and intelligible, and are aligned with our human values. Given that values vary across cultures, an additional ethical challenge is to ensure that these AI systems are not developed according to some unquestioned but questionable assumption of universal norms but are in fact compatible with the (...) societies in which they operate. This is particularly pertinent for AI research and implementation across Africa, a ground where AI systems are and will be used but also a place with a history of imposition of outside values. In this paper, we thus critically examine one proposal for ensuring that decision-making systems are just, fair, and intelligible—that we adopt a principle of explicability to generate specific recommendations—to assess whether the principle should be adopted in an African research context. We argue that a principle of explicability not only can contribute to responsible and thoughtful development of AI that is sensitive to African interests and values, but can also advance tackling some of the computational challenges in machine learning research. In this way, the motivation for ensuring that a machine learning-based system is just, fair, and intelligible is not only to meet ethical requirements, but also to make effective progress in the field itself. (shrink)

In three studies, factors influencing the incidence of fraudulent financial reporting were assessed. We examined (1) the effects of personal values and (2) codes of corporate conduct, on whether managers misrepresented financial reports. In these studies, executives and controllers were asked to respond to hypothetical situations involving fraudulent financial reporting procedures. The occurrence of fraudulent reporting was found to be high; however, neither personal values, codes of conduct, nor the interaction of the two factors played a significant role in fraudulent (...) financial reporting. (shrink)

In this new book, David Harvey seeks to determine what is meant by the term in its different contexts and to identify how accurate and useful it is as a description of contemporary experience.

We live in a world of technical systems, designed in accordance with technical disciplines and operated by a personnel trained in those disciplines. This is a unique form of social organization without historical precedent. It overshadows traditional democratic institutions and largely determines our way of life. Technosystem: The Social Life of Reason reconstructs the idea of democracy for this brave new world. The author draws on the tradition of radical social criticism represented by Herbert Marcuse and the Frankfurt School as (...) well as contemporary Science and Technology Studies. The social critics recognized the role of instrumental rationality in modern societies, but they did not analyze any actual technologies in detail, nor did they develop a convincing theory of democratic resistance to the new forms of domination by rational systems. STS has developed methods of analysis for a fine-grained study of technology. Technosystem brings these methods to bear on the resistances emerging in the world described by the radical social critics of the Frankfurt School.--. (shrink)

Ethics has powerful teeth, but these are barely being used in the ethics of AI today – it is no wonder the ethics of AI is then blamed for having no teeth. This article argues that ‘ethics’ in the current AI ethics field is largely ineffective, trapped in an ‘ethical principles’ approach and as such particularly prone to manipulation, especially by industry actors. Using ethics as a substitute for law risks its abuse and misuse. This significantly limits what ethics can (...) achieve and is a great loss to the AI field and its impacts on individuals and society. This article discusses these risks and then highlights the teeth of ethics and the essential value they can – and should – bring to AI ethics now. (shrink)

This paper explores the important role of critical science, and in particular of post-colonial and decolonial theories, in understanding and shaping the ongoing advances in artificial intelligence. Artificial intelligence is viewed as amongst the technological advances that will reshape modern societies and their relations. While the design and deployment of systems that continually adapt holds the promise of far-reaching positive change, they simultaneously pose significant risks, especially to already vulnerable peoples. Values and power are central to this discussion. Decolonial theories (...) use historical hindsight to explain patterns of power that shape our intellectual, political, economic, and social world. By embedding a decolonial critical approach within its technical practice, AI communities can develop foresight and tactics that can better align research and technology development with established ethical principles, centring vulnerable peoples who continue to bear the brunt of negative impacts of innovation and scientific progress. We highlight problematic applications that are instances of coloniality, and using a decolonial lens, submit three tactics that can form a decolonial field of artificial intelligence: creating a critical technical practice of AI, seeking reverse tutelage and reverse pedagogies, and the renewal of affective and political communities. The years ahead will usher in a wave of new scientific breakthroughs and technologies driven by AI research, making it incumbent upon AI communities to strengthen the social contract through ethical foresight and the multiplicity of intellectual perspectives available to us, ultimately supporting future technologies that enable greater well-being, with the goal of beneficence and justice for all. (shrink)

Although it is suggested that an important role for codes of ethics is to influence decision making, the little research into the impact of codes of ethics on decisions finds little impact. Insights from information economics help to explain this. If an individual will select the action that a code of ethics indicates to be ethical in the absence of a code, then expressing that position in a code of ethics will have no impact on the action chosen. Even if (...) the individual will select the action that a code of ethics indicates to be unethical in the absence of a code, the presence of a statement in the code of ethics must cause the individual's beliefs to change enough so that he or she changes actions. This can be a fairly high obstacle. Enforcement provisions can increase the likelihood that an individual will select the action that a code of ethics indicates to be ethical. There are limits, however, as to how effective enforcement provisions can be. Therefore, although there may be other important goals for a code of ethics, having an impact on decision making is one that is often difficult to achieve. (shrink)

Achieving the global benefits of artificial intelligence (AI) will require international cooperation on many areas of governance and ethical standards, while allowing for diverse cultural perspectives and priorities. There are many barriers to achieving this at present, including mistrust between cultures, and more practical challenges of coordinating across different locations. This paper focuses particularly on barriers to cooperation between Europe and North America on the one hand and East Asia on the other, as regions which currently have an outsized impact (...) on the development of AI ethics and governance. We suggest that there is reason to be optimistic about achieving greater cross-cultural cooperation on AI ethics and governance. We argue that misunderstandings between cultures and regions play a more important role in undermining cross-cultural trust, relative to fundamental disagreements, than is often supposed. Even where fundamental differences exist, these may not necessarily prevent productive cross-cultural cooperation, for two reasons: (1) cooperation does not require achieving agreement on principles and standards for all areas of AI; and (2) it is sometimes possible to reach agreement on practical issues despite disagreement on more abstract values or principles. We believe that academia has a key role to play in promoting cross-cultural cooperation on AI ethics and governance, by building greater mutual understanding, and clarifying where different forms of agreement will be both necessary and possible. We make a number of recommendations for practical steps and initiatives, including translation and multilingual publication of key documents, researcher exchange programmes, and development of research agendas on cross-cultural topics. (shrink)

Recent efforts to argue that nonepistemic values have a legitimate role to play in assessing scientific models, theories, and hypotheses typically either reject the distinction between epistemic and nonepistemic values or incorporate nonepistemic values only as a secondary consideration for resolving epistemic uncertainty. Given that scientific representations can legitimately be evaluated not only based on their fit with the world but also with respect to their fit with the needs of their users, we show in two case studies that nonepistemic (...) values can play a legitimate role as factors that override epistemic considerations in assessing scientific representations for practical purposes. (shrink)

Everywhere, life seems to be speeding up: we talk of “fast food” and “speed dating.” But what does the phenomenon of social acceleration really entail, and how new is it? While much has been written about our high-speed society in the popular media, serious academic analysis has lagged behind, and what literature there is comes more from Europe than from America. This collection of essays is a first step toward exposing readers on this side of the Atlantic to the importance (...) of this phenomenon and toward developing some preliminary conceptual categories for better understanding it. Among the major questions the volume addresses are these: Is acceleration occurring across all sectors of society and all dimensions of life, or is it affecting some more than others? Where is life not speeding up, and what results from this disparity? What are the fundamental causes of acceleration, as well as its consequences for everyday experience? How does it affect our political and legal institutions? How much speed can we tolerate? The volume tackles these questions in three sections. Part 1 offers a selection of astute early analyses of acceleration as experienced in the late nineteenth and early twentieth centuries. Part 2 samples recent attempts at analyzing social acceleration, including translations of the work of leading European thinkers. Part 3 explores acceleration’s political implications. (shrink)

Develops a theory of contemporary culture that relies on displacing economic notions of cultural production with notions of cultural expenditure. This book represents an effort to rethink cultural theory from the perspective of a concept of cultural materialism, one that radically redefines postmodern formulations of the body.

I. Nature as a System of Production and Reproduction 1. Animal Sociology and a Natural Economy of the Body Politic 2. The Past Is the Contested Zone 3. The Biological Enterprise II. Contested Readings: Narrative Natures 4. In the Beginning Was the Word 5. The Contest for Primate Nature 6. Reading Buchi Emecheta III. Differential Politics of Innappropriate/d Others 7. ’Gender’ for a Marxist Dictionary 8. A Cyborg Manifesto 9. Situated Knowledges 10. The Biopolitics of Postmodern Bodies.

In this outstanding reinterpretation - and extension - of the Critical Theory tradition, Craig Calhoun surveys the origins, fortunes and prospects of this most influential of theoretical approaches. Moving with ease from the early Frankfurt School to Habermas, to contemporary debates over postmodernism, feminism and nationalism, Calhoun breathes new life into Critical Social Theory, showing how it can learn from the past and contribute to the future.

Few books have so firmly established their place in American literature as The Education of Henry Adams. When it was first published in 1918, it became an instant bestseller and went on to win the Pulitzer Prize. More than eighty years later, in an age of self-reflection and exhaustive memoirs, The Education still stands as perhaps the greatest American autobiography. The son of a diplomat, the grandson and great-grandson of two American presidents, a man of extraordinary gifts and learning in (...) his own right, Henry Adams recounts his life from his birth in 1838 and upbringing as a Boston Brahmin, through the Civil War, the nation's industrial expansion, and its emergence as a world power. In the process, he gives us a brilliant history of a changing country as well as a thoughtful, humane, often tender exploration of himself. From the original publisher, this edition of The Education of Henry Adams, newly introduced by Donald Hall, celebrates and honors this classic work on what it means to be an American. (shrink)

Because of accelerating technological progress, humankind may be rapidly approaching a critical phase in its career. In addition to well-known threats such as nuclear holocaust, the propects of radically transforming technologies like nanotech systems and machine intelligence present us with unprecedented opportunities and risks. Our future, and whether we will have a future at all, may well be determined by how we deal with these challenges. In the case of radically transforming technologies, a better understanding of the transition dynamics from (...) a human to a "posthuman" society is needed. Of particular importance is to know where the pitfalls are: the ways in which things could go terminally wrong. While we have had long exposure to various personal, local, and endurable global hazards, this paper analyzes a recently emerging category: that of existential risks. These are threats that could case our extinction or destroy the potential of Earth - originating intelligent life. Some of these threats are relatively well known while others, including some of the gravest, have gone almost unrecognized. Existential risks have a cluster of features that make ordinary risk management ineffective. A final section of this paper discusses several ethical and policy implications. A clearer understanding of the threat picture will enable us to formulate better strategies. (shrink)

"Examines the processes of acceleration in politics, economic, culture, and society at large.

Recent work on interpretability in machine learning and AI has focused on the building of simplified models that approximate the true criteria used to make decisions. These models are a useful pedagogical device for teaching trained professionals how to predict what decisions will be made by the complex system, and most importantly how the system might break. However, when considering any such model it’s important to remember Box’s maxim that "All models are wrong but some are useful." We focus on (...) the distinction between these models and explanations in philosophy and sociology. These models can be understood as a "do it yourself kit" for explanations, allowing a practitioner to directly answer "what if questions" or generate contrastive explanations without external assistance. Although a valuable ability, giving these models as explanations appears more difficult than necessary, and other forms of explanation may not have the same trade-offs. We contrast the different schools of thought on what makes an explanation, and suggest that machine learning might benefit from viewing the problem more broadly. (shrink)

What happens when machines become more intelligent than humans? One view is that this event will be followed by an explosion to ever-greater levels of intelligence, as each generation of machines creates more intelligent machines in turn. This intelligence explosion is now often known as the “singularity”. The basic argument here was set out by the statistician I.J. Good in his 1965 article “Speculations Concerning the First Ultraintelligent Machine”: Let an ultraintelligent machine be defined as a machine that can far (...) surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines; there would then unquestionably be an “intelligence explosion”, and the intelligence of man would be left far behind. Thus the first ultraintelligent machine is the last invention that man need ever make. The key idea is that a machine that is more intelligent than humans will be better than humans at designing machines. So it will be capable of designing a machine more intelligent than the most intelligent machine that humans can design. So if it is itself designed by humans, it will be capable of designing a machine more intelligent than itself. By similar reasoning, this next machine will also be capable of designing a machine more intelligent than itself. If every machine in turn does what it is capable of, we should expect a sequence of ever more intelligent machines. This intelligence explosion is sometimes combined with another idea, which we might call the “speed explosion”. The argument for a speed explosion starts from the familiar observation that computer processing speed doubles at regular intervals. Suppose that speed doubles every two years and will do so indefinitely. Now suppose that we have human-level artificial intelligence 1 designing new processors. Then faster processing will lead to faster designers and an ever-faster design cycle, leading to a limit point soon afterwards. The argument for a speed explosion was set out by the artificial intelligence researcher Ray Solomonoff in his 1985 article “The Time Scale of Artificial Intelligence”.1 Eliezer Yudkowsky gives a succinct version of the argument in his 1996 article “Staring at the Singularity”: “Computing speed doubles every two subjective years of work.. (shrink)