Ethical Machine Learning And Artificial Intelligence Ai

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Ethical Machine Learning and Artificial Intelligence (AI)

Author : Novi Quadrianto,Björn Wolfgang Schuller,Finnian Rachel Lattimore
Publisher : Frontiers Media SA
Page : 85 pages
File Size : 40,8 Mb
Release : 2021-12-02
Category : Science
ISBN : 9782889712823

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Ethical Machine Learning and Artificial Intelligence (AI) by Novi Quadrianto,Björn Wolfgang Schuller,Finnian Rachel Lattimore Pdf

As If Human

Author : Nigel Shadbolt,Roger Hampson
Publisher : Yale University Press
Page : 273 pages
File Size : 49,8 Mb
Release : 2024-05-14
Category : Computers
ISBN : 9780300268294

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As If Human by Nigel Shadbolt,Roger Hampson Pdf

A new approach to the challenges surrounding artificial intelligence that argues for assessing AI actions as if they came from a human being Intelligent machines present us every day with urgent ethical challenges. Is the facial recognition software used by an agency fair? When algorithms determine questions of justice, finance, health, and defense, are the decisions proportionate, equitable, transparent, and accountable? How do we harness this extraordinary technology to empower rather than oppress? Despite increasingly sophisticated programming, artificial intelligences share none of our essential human characteristics--sentience, physical sensation, emotional responsiveness, versatile general intelligence. However, Nigel Shadbolt and Roger Hampson argue, if we assess AI decisions, products, and calls for action as if they came from a human being, we can avert a disastrous and amoral future. The authors go beyond the headlines about rampant robots to apply established moral principles in shaping our AI future. Their new framework constitutes a how-to for building a more ethical machine intelligence.

The Ethical Governance of Artificial Intelligence and Machine Learning in Healthcare

Author : Tina Nguyen
Publisher : Ethics International Press
Page : 229 pages
File Size : 53,8 Mb
Release : 2023-03-21
Category : Medical
ISBN : 9781804411063

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The Ethical Governance of Artificial Intelligence and Machine Learning in Healthcare by Tina Nguyen Pdf

This book explores the ethical governance of Artificial Intelligence (AI) & Machine Learning (ML) in healthcare. AI/ML usage in healthcare as well as our daily lives is not new. However, the direct, and oftentimes long-term effects of current technologies, in addition to the onset of future innovations, have caused much debate about the safety of AI/ML. On the one hand, AI/ML has the potential to provide effective and efficient care to patients, and this sways the argument in favor of continuing to use AI/ML; but on the other hand, the dangers (including unforeseen future consequences of the further development of the technology) leads to vehement disagreement with further AI/ML usage. Due to its potential for beneficial outcomes, the book opts to push for ethical AI/ML to be developed and examines various areas in healthcare, such as big data analytics and clinical decision-making, to uncover and discuss the importance of developing ethical governance for AI/ML in this setting.

The Frontlines of Artificial Intelligence Ethics

Author : Andrew J. Hampton,Jeanine A. DeFalco
Publisher : Routledge
Page : 202 pages
File Size : 52,5 Mb
Release : 2022-06-30
Category : Philosophy
ISBN : 9781000576207

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The Frontlines of Artificial Intelligence Ethics by Andrew J. Hampton,Jeanine A. DeFalco Pdf

This foundational text examines the intersection of AI, psychology, and ethics, laying the groundwork for the importance of ethical considerations in the design and implementation of technologically supported education, decision support, and leadership training. AI already affects our lives profoundly, in ways both mundane and sensational, obvious and opaque. Much academic and industrial effort has considered the implications of this AI revolution from technical and economic perspectives, but the more personal, humanistic impact of these changes has often been relegated to anecdotal evidence in service to a broader frame of reference. Offering a unique perspective on the emerging social relationships between people and AI agents and systems, Hampton and DeFalco present cutting-edge research from leading academics, professionals, and policy standards advocates on the psychological impact of the AI revolution. Structured into three parts, the book explores the history of data science, technology in education, and combatting machine learning bias, as well as future directions for the emerging field, bringing the research into the active consideration of those in positions of authority. Exploring how AI can support expert, creative, and ethical decision making in both people and virtual human agents, this is essential reading for students, researchers, and professionals in AI, psychology, ethics, engineering education, and leadership, particularly military leadership.

The Oxford Handbook of Ethics of AI

Author : Markus D. Dubber,Frank Pasquale,Sunit Das
Publisher : Oxford University Press
Page : 1000 pages
File Size : 44,6 Mb
Release : 2020-06-30
Category : Law
ISBN : 9780190067403

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The Oxford Handbook of Ethics of AI by Markus D. Dubber,Frank Pasquale,Sunit Das Pdf

This volume tackles a quickly-evolving field of inquiry, mapping the existing discourse as part of a general attempt to place current developments in historical context; at the same time, breaking new ground in taking on novel subjects and pursuing fresh approaches. The term "A.I." is used to refer to a broad range of phenomena, from machine learning and data mining to artificial general intelligence. The recent advent of more sophisticated AI systems, which function with partial or full autonomy and are capable of tasks which require learning and 'intelligence', presents difficult ethical questions, and has drawn concerns from many quarters about individual and societal welfare, democratic decision-making, moral agency, and the prevention of harm. This work ranges from explorations of normative constraints on specific applications of machine learning algorithms today-in everyday medical practice, for instance-to reflections on the (potential) status of AI as a form of consciousness with attendant rights and duties and, more generally still, on the conceptual terms and frameworks necessarily to understand tasks requiring intelligence, whether "human" or "A.I."

Ethics of Artificial Intelligence

Author : Bernd Carsten Stahl,Doris Schroeder,Rowena Rodrigues
Publisher : Springer Nature
Page : 121 pages
File Size : 46,8 Mb
Release : 2022-11-01
Category : Philosophy
ISBN : 9783031170409

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Ethics of Artificial Intelligence by Bernd Carsten Stahl,Doris Schroeder,Rowena Rodrigues Pdf

This open access collection of AI ethics case studies is the first book to present real-life case studies combined with commentaries and strategies for overcoming ethical challenges. Case studies are one of the best ways to learn about ethical dilemmas and to achieve insights into various complexities and stakeholder perspectives. Given the omnipresence of AI ethics in academic, policy and media debates, the book will be suitable for a wide range of audiences, from scholars of different disciplines (e.g. AI science, ethics, politics, philosophy, economics) to policy-makers, lobbying NGOs, teachers and the educated public.

AI for the Good

Author : Stefan H. Vieweg
Publisher : Springer Nature
Page : 259 pages
File Size : 53,6 Mb
Release : 2021-04-24
Category : Business & Economics
ISBN : 9783030669133

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AI for the Good by Stefan H. Vieweg Pdf

While technology advances at a high pace in the age of machine learning, there is a lack of clear intent and framing of acceptable ethical standards. This book brings together the complex topic of "good" technology in a cross-functional way, alternating between theory and practice.The authors address the ever-expanding discussion on Artificial Intelligence (AI) and ethics by providing an orientation. Pragmatic and recent issues are especially taken into account such as the collateral effects of the COVID19 pandemic. An up-to-date overview of digitization - already a very broad field in itself - is presented along with an analysis of the approaches of AI from an ethical perspective. Furthermore, concrete approaches to consider appropriate ethical principles in AI-based solutions are offered. The book will be appealing to academics, from humanities or business or technical disciplines, as well as practitioners who are looking for an introduction to the topic and an orientation with concrete questions and assistance.

Ethics in the AI, Technology, and Information Age

Author : Michael Boylan,Wanda Teays
Publisher : Rowman & Littlefield
Page : 353 pages
File Size : 55,6 Mb
Release : 2022-05-11
Category : Social Science
ISBN : 9781538160763

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Ethics in the AI, Technology, and Information Age by Michael Boylan,Wanda Teays Pdf

Increasingly, technology, the Internet and social media are playing a major part in our lives. What should we think about the ethical issues that arise, such as the changing role of intelligent machines in this Information Age? The impact of technology upon society is a perennial question, but the power of computing and artificial intelligence has ratcheted up the ethical implications of this relationship. It merits careful consideration. Ethics in the AI, Technology, and Information Age brings together a cohort of international scholars to explore the ethical ramifications of the latest technologies and their effects on our lives. This it does in three parts: (1) theoretical considerations, (2) practical applications, and (3) challenges. Beginning with theoretical essays, the book investigates the relationship between technology and nature, the limits of being “human” versus “machine,” and the moral implications of artificial intelligence. The book then examines key questions; such as ownership of technology, artificial intelligence’s replacement of human jobs and functions, privacy and cybersecurity, the ethics of self-driving cars, and the problematic aspects of drone warfare. With an appendix of films and documentaries to inspire further discussion on these topics, students and scholars will find Ethics in the AI, Technology, and Information Age an essential and engaging resource both in the classroom and in their daily technology-filled lives.

Machine Law, Ethics, and Morality in the Age of Artificial Intelligence

Author : Thompson, Steven John
Publisher : IGI Global
Page : 266 pages
File Size : 46,6 Mb
Release : 2021-03-18
Category : Computers
ISBN : 9781799848950

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Machine Law, Ethics, and Morality in the Age of Artificial Intelligence by Thompson, Steven John Pdf

Machines and computers are becoming increasingly sophisticated and self-sustaining. As we integrate such technologies into our daily lives, questions concerning moral integrity and best practices arise. A changing world requires renegotiating our current set of standards. Without best practices to guide interaction and use with these complex machines, interaction with them will turn disastrous. Machine Law, Ethics, and Morality in the Age of Artificial Intelligence is a collection of innovative research that presents holistic and transdisciplinary approaches to the field of machine ethics and morality and offers up-to-date and state-of-the-art perspectives on the advancement of definitions, terms, policies, philosophies, and relevant determinants related to human-machine ethics. The book encompasses theory and practice sections for each topical component of important areas of human-machine ethics both in existence today and prospective for the future. While highlighting a broad range of topics including facial recognition, health and medicine, and privacy and security, this book is ideally designed for ethicists, philosophers, scientists, lawyers, politicians, government lawmakers, researchers, academicians, and students. It is of special interest to decision- and policy-makers concerned with the identification and adoption of human-machine ethics initiatives, leading to needed policy adoption and reform for human-machine entities, their technologies, and their societal and legal obligations.

Ethics of Artificial Intelligence

Author : S. Matthew Liao
Publisher : Oxford University Press
Page : 352 pages
File Size : 44,9 Mb
Release : 2020-08-18
Category : Philosophy
ISBN : 9780190905057

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Ethics of Artificial Intelligence by S. Matthew Liao Pdf

As Artificial Intelligence (AI) technologies rapidly progress, questions about the ethics of AI, in both the near-future and the long-term, become more pressing than ever. This volume features seventeen original essays by prominent AI scientists and philosophers and represents the state-of-the-art thinking in this fast-growing field. Organized into four sections, this volume explores the issues surrounding how to build ethics into machines; ethical issues in specific technologies, including self-driving cars, autonomous weapon systems, surveillance algorithms, and sex robots; the long term risks of superintelligence; and whether AI systems can be conscious or have rights. Though the use and practical applications of AI are growing exponentially, discussion of its ethical implications is still in its infancy. This volume provides an invaluable resource for thinking through the ethical issues surrounding AI today and for shaping the study and development of AI in the coming years.

Machine Ethics and Robot Ethics

Author : Wendell Wallach,Peter Asaro
Publisher : Routledge
Page : 552 pages
File Size : 51,5 Mb
Release : 2020-09-10
Category : Philosophy
ISBN : 9781000108934

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Machine Ethics and Robot Ethics by Wendell Wallach,Peter Asaro Pdf

Once the stuff of science fiction, recent progress in artificial intelligence, robotics, and machine learning means that these rapidly advancing technologies are finally coming into widespread use within everyday life. Such rapid development in these areas also brings with it a host of social, political and legal issues, as well as a rise in public concern and academic interest in the ethical challenges these new technologies pose. This volume is a collection of scholarly work from leading figures in the development of both robot ethics and machine ethics; it includes essays of historical significance which have become foundational for research in these two new areas of study, as well as important recent articles. The research articles selected focus on the control and governance of computational systems; the exploration of ethical and moral theories using software and robots as laboratories or simulations; inquiry into the necessary requirements for moral agency and the basis and boundaries of rights; and questions of how best to design systems that are both useful and morally sound. Collectively the articles ask what the practical ethical and legal issues, arising from the development of robots, will be over the next twenty years and how best to address these future considerations.

Machines We Trust

Author : Marcello Pelillo,Teresa Scantamburlo
Publisher : MIT Press
Page : 175 pages
File Size : 48,9 Mb
Release : 2021-08-24
Category : Computers
ISBN : 9780262362160

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Machines We Trust by Marcello Pelillo,Teresa Scantamburlo Pdf

Experts from disciplines that range from computer science to philosophy consider the challenges of building AI systems that humans can trust. Artificial intelligence-based algorithms now marshal an astonishing range of our daily activities, from driving a car ("turn left in 400 yards") to making a purchase ("products recommended for you"). How can we design AI technologies that humans can trust, especially in such areas of application as law enforcement and the recruitment and hiring process? In this volume, experts from a range of disciplines discuss the ethical and social implications of the proliferation of AI systems, considering bias, transparency, and other issues. The contributors, offering perspectives from computer science, engineering, law, and philosophy, first lay out the terms of the discussion, considering the "ethical debts" of AI systems, the evolution of the AI field, and the problems of trust and trustworthiness in the context of AI. They go on to discuss specific ethical issues and present case studies of such applications as medicine and robotics, inviting us to shift the focus from the perspective of a "human-centered AI" to that of an "AI-decentered humanity." Finally, they consider the future of AI, arguing that, as we move toward a hybrid society of cohabiting humans and machines, AI technologies can become humanity's allies.

Ethical Governance of Artificial Intelligence in the Public Sector

Author : Liza Ireni-Saban,Maya Sherman
Publisher : Routledge
Page : 112 pages
File Size : 54,6 Mb
Release : 2021-08-23
Category : Political Science
ISBN : 9781000434330

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Ethical Governance of Artificial Intelligence in the Public Sector by Liza Ireni-Saban,Maya Sherman Pdf

This book argues that ethical evaluation of AI should be an integral part of public service ethics and that an effective normative framework is needed to provide ethical principles and evaluation for decision-making in the public sphere, at both local and international levels. It introduces how the tenets of prudential rationality ethics, through critical engagement with intersectionality, can contribute to a more successful negotiation of the challenges created by technological innovations in AI and afford a relational, interactive, flexible and fluid framework that meets the features of AI research projects, so that core public and individual values are still honoured in the face of technological development. This book will be of key interest to scholars, students, and professionals engaged in public management and ethics management, AI ethics, public organizations, public service leadership and more broadly to public administration and policy, as well as applied ethics and philosophy.

Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues

Author : Fabrice Jotterand,Marcello Ienca
Publisher : Springer Nature
Page : 270 pages
File Size : 46,9 Mb
Release : 2022-02-11
Category : Medical
ISBN : 9783030741884

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Artificial Intelligence in Brain and Mental Health: Philosophical, Ethical & Policy Issues by Fabrice Jotterand,Marcello Ienca Pdf

This volume provides an interdisciplinary collection of essays from leaders in various fields addressing the current and future challenges arising from the implementation of AI in brain and mental health. Artificial Intelligence (AI) has the potential to transform health care and improve biomedical research. While the potential of AI in brain and mental health is tremendous, its ethical, regulatory and social impacts have not been assessed in a comprehensive and systemic way. The volume is structured according to three main sections, each of them focusing on different types of AI technologies. Part 1, Big Data and Automated Learning: Scientific and Ethical Considerations, specifically addresses issues arising from the use of AI software, especially machine learning, in the clinical context or for therapeutic applications. Part 2, AI for Digital Mental Health and Assistive Robotics: Philosophical and Regulatory Challenges, examines philosophical, ethical and regulatory issues arising from the use of an array of technologies beyond the clinical context. In the final section of the volume, Part 3 entitled AI in Neuroscience and Neurotechnology: Ethical, Social and Policy Issues, contributions examine some of the implications of AI in neuroscience and neurotechnology and the regulatory gaps or ambiguities that could potentially hamper the responsible development and implementation of AI solutions in brain and mental health. In light of its comprehensiveness and multi-disciplinary character, this book marks an important milestone in the public understanding of the ethics of AI in brain and mental health and provides a useful resource for any future investigation in this crucial and rapidly evolving area of AI application. The book is of interest to a wide audience in neuroethics, robotics, computer science, neuroscience, psychiatry and mental health.