The Cambridge Handbook Of Responsible Artificial Intelligence

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The Cambridge Handbook of Responsible Artificial Intelligence

Silja Voeneky,Philipp Kellmeyer,Oliver Mueller,Wolfram Burgard
The Cambridge Handbook of Responsible Artificial Intelligence Book PDF

Author : Silja Voeneky,Philipp Kellmeyer,Oliver Mueller,Wolfram Burgard
Publisher : Cambridge University Press
Page : 1440 pages
File Size : 52,5 Mb
Release : 2022-11-17
Category : Law
ISBN : 9781009207881

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The Cambridge Handbook of Responsible Artificial Intelligence by Silja Voeneky,Philipp Kellmeyer,Oliver Mueller,Wolfram Burgard Pdf

In the past decade, artificial intelligence (AI) has become a disruptive force around the world, offering enormous potential for innovation but also creating hazards and risks for individuals and the societies in which they live. This volume addresses the most pressing philosophical, ethical, legal, and societal challenges posed by AI. Contributors from different disciplines and sectors explore the foundational and normative aspects of responsible AI and provide a basis for a transdisciplinary approach to responsible AI. This work, which is designed to foster future discussions to develop proportional approaches to AI governance, will enable scholars, scientists, and other actors to identify normative frameworks for AI to allow societies, states, and the international community to unlock the potential for responsible innovation in this critical field. This book is also available as Open Access on Cambridge Core.

The Cambridge Handbook of Artificial Intelligence

Keith Frankish,William M. Ramsey
The Cambridge Handbook of Artificial Intelligence Book PDF

Author : Keith Frankish,William M. Ramsey
Publisher : Cambridge University Press
Page : 367 pages
File Size : 48,6 Mb
Release : 2014-06-12
Category : Computers
ISBN : 9780521871426

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The Cambridge Handbook of Artificial Intelligence by Keith Frankish,William M. Ramsey Pdf

An authoritative, up-to-date survey of the state of the art in artificial intelligence, written for non-specialists.

The Cambridge Handbook of Artificial Intelligence

Larry A. DiMatteo,Cristina Poncibò,Michel Cannarsa
The Cambridge Handbook of Artificial Intelligence Book PDF

Author : Larry A. DiMatteo,Cristina Poncibò,Michel Cannarsa
Publisher : Cambridge University Press
Page : 1230 pages
File Size : 54,9 Mb
Release : 2022-08-11
Category : Law
ISBN : 9781009080743

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The Cambridge Handbook of Artificial Intelligence by Larry A. DiMatteo,Cristina Poncibò,Michel Cannarsa Pdf

The technology and application of artificial intelligence (AI) throughout society continues to grow at unprecedented rates, which raises numerous legal questions that to date have been largely unexamined. Although AI now plays a role in almost all areas of society, the need for a better understanding of its impact, from legal and ethical perspectives, is pressing, and regulatory proposals are urgently needed. This book responds to these needs, identifying the issues raised by AI and providing practical recommendations for regulatory, technical, and theoretical frameworks aimed at making AI compatible with existing legal rules, principles, and democratic values. An international roster of authors including professors of specialized areas of law, technologists, and practitioners bring their expertise to the interdisciplinary nature of AI.

Responsible Artificial Intelligence

Virginia Dignum
Responsible Artificial Intelligence Book PDF

Author : Virginia Dignum
Publisher : Springer Nature
Page : 127 pages
File Size : 52,9 Mb
Release : 2019-11-04
Category : Computers
ISBN : 9783030303716

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Responsible Artificial Intelligence by Virginia Dignum Pdf

In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.

The Cambridge Handbook of AI and Consumer Law

Larry A. DiMatteo,Cristina Poncibò,Geraint Howells (Professor of law)
The Cambridge Handbook of AI and Consumer Law Book PDF

Author : Larry A. DiMatteo,Cristina Poncibò,Geraint Howells (Professor of law)
Publisher : Unknown
Page : 0 pages
File Size : 45,5 Mb
Release : 2024
Category : Artificial intelligence
ISBN : 1009483609

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The Cambridge Handbook of AI and Consumer Law by Larry A. DiMatteo,Cristina Poncibò,Geraint Howells (Professor of law) Pdf

"A first of its kind book with a breadth of coverage on the relationship between Artificial Intelligence and consumers from legal, social, and ethical perspectives. Expert"--

The Oxford Handbook of Ethics of AI

Markus Dirk Dubber,Frank Pasquale,Sunit Das
The Oxford Handbook of Ethics of AI Book PDF

Author : Markus Dirk Dubber,Frank Pasquale,Sunit Das
Publisher : Oxford Handbooks
Page : 896 pages
File Size : 54,9 Mb
Release : 2020
Category : Business & Economics
ISBN : 9780190067397

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

This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.

The Cambridge Handbook of the Law of Algorithms

Woodrow Barfield
The Cambridge Handbook of the Law of Algorithms Book PDF

Author : Woodrow Barfield
Publisher : Cambridge University Press
Page : 1327 pages
File Size : 54,8 Mb
Release : 2020-11-05
Category : Law
ISBN : 9781108663182

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The Cambridge Handbook of the Law of Algorithms by Woodrow Barfield Pdf

Algorithms are a fundamental building block of artificial intelligence - and, increasingly, society - but our legal institutions have largely failed to recognize or respond to this reality. The Cambridge Handbook of the Law of Algorithms, which features contributions from US, EU, and Asian legal scholars, discusses the specific challenges algorithms pose not only to current law, but also - as algorithms replace people as decision makers - to the foundations of society itself. The work includes wide coverage of the law as it relates to algorithms, with chapters analyzing how human biases have crept into algorithmic decision-making about who receives housing or credit, the length of sentences for defendants convicted of crimes, and many other decisions that impact constitutionally protected groups. Other issues covered in the work include the impact of algorithms on the law of free speech, intellectual property, and commercial and human rights law.

Responsible AI and Ethical Issues for Businesses and Governments

Vassileva, Bistra,Zwilling, Moti
Responsible AI and Ethical Issues for Businesses and Governments Book PDF

Author : Vassileva, Bistra,Zwilling, Moti
Publisher : IGI Global
Page : 259 pages
File Size : 42,6 Mb
Release : 2020-10-16
Category : Technology & Engineering
ISBN : 9781799842866

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Responsible AI and Ethical Issues for Businesses and Governments by Vassileva, Bistra,Zwilling, Moti Pdf

The research surrounding artificial intelligence (AI) is vast and quite diverse in both its applied and theoretical fields. AI tools and techniques, such as machine learning, data mining, neural networks, and advanced analytics, are evolving at a high speed, creating a consistent need for updated research. This is especially relevant with frequent developments for the application of AI technology in many science and industry sectors. This rapid expansion created a need for research that focuses on the questions surrounding the development of AI such as ethical issues, responsible AI methods and applications, and its widespread implementation. Within the answers to these questions is the prevailing notion that AI should be accountable, explainable, transparent, and fair for all organizations and individuals. Responsible AI and Ethical Issues for Businesses and Governments widens the understanding of AI outside of the “narrow” technical perspective to a broader viewpoint that embraces the links between AI theory, practice, and policy. The chapters in this book discuss the basic philosophical and conceptual foundations of AI and explores the responsible application of AI tools and methods, the moral aspects of AI, practical issues, and responsible AI implementation across a range of industries. While highlighting topics that include digital transformation, ethical competence, information literacy in AI, and the interaction between AI and humans, this book is ideally designed for IT specialists, technology developers, technologists, ethicists, practitioners, stakeholders, academicians, students, and researchers who are interested in learning more about the ethical and responsible use of AI.

Responsible AI

CSIRO,Qinghua Lu,Liming Zhu,Jon Whittle,Xiwei Xu
Responsible AI Book PDF

Author : CSIRO,Qinghua Lu,Liming Zhu,Jon Whittle,Xiwei Xu
Publisher : Addison-Wesley Professional
Page : 424 pages
File Size : 41,7 Mb
Release : 2023-12-08
Category : Computers
ISBN : 9780138073886

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Responsible AI by CSIRO,Qinghua Lu,Liming Zhu,Jon Whittle,Xiwei Xu Pdf

THE FIRST PRACTICAL GUIDE FOR OPERATIONALIZING RESPONSIBLE AI ̃FROM MUL TI°LEVEL GOVERNANCE MECHANISMS TO CONCRETE DESIGN PATTERNS AND SOFTWARE ENGINEERING TECHNIQUES. AI is solving real-world challenges and transforming industries. Yet, there are serious concerns about its ability to behave and make decisions in a responsible way. Operationalizing responsible AI is about providing concrete guidelines to a wide range of decisionmakers and technologists on how to govern, design, and build responsible AI systems. These include governance mechanisms at the industry, organizational, and team level; software engineering best practices; architecture styles and design patterns; system-level techniques connecting code with data and models; and trade-offs in design decisions. Responsible AI includes a set of practices that technologists (for example, technology-conversant decision-makers, software developers, and AI practitioners) can undertake to ensure the AI systems they develop or adopt are trustworthy throughout the entire lifecycle and can be trusted by those who use them. The book offers guidelines and best practices not just for the AI part of a system, but also for the much larger software infrastructure that typically wraps around the AI. First book of its kind to cover the topic of operationalizing responsible AI from the perspective of the entire software development life cycle. Concrete and actionable guidelines throughout the lifecycle of AI systems, including governance mechanisms, process best practices, design patterns, and system engineering techniques. Authors are leading experts in the areas of responsible technology, AI engineering, and software engineering. Reduce the risks of AI adoption, accelerate AI adoption in responsible ways, and translate ethical principles into products, consultancy, and policy impact to support the AI industry. Online repository of patterns, techniques, examples, and playbooks kept up-to-date by the authors. Real world case studies to demonstrate responsible AI in practice. Chart the course to responsible AI excellence, from governance to design, with actionable insights and engineering prowess found in this defi nitive guide.

Responsible Artificial Intelligence

René Schmidpeter,Reinhard Altenburger
Responsible Artificial Intelligence Book PDF

Author : René Schmidpeter,Reinhard Altenburger
Publisher : Springer Nature
Page : 304 pages
File Size : 41,7 Mb
Release : 2023-02-01
Category : Business & Economics
ISBN : 9783031092459

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Responsible Artificial Intelligence by René Schmidpeter,Reinhard Altenburger Pdf

Artificial intelligence - and social responsibility. Two topics that are at the top of the business agenda. This book discusses in theory and practice how both topics influence each other. In addition to impulses from the current often controversial scientific discussion, it presents case studies from companies dealing with the specific challenges of artificial intelligence. Particular emphasis is placed on the opportunities that artificial intelligence (AI) offers for companies from different industries. The book shows how dealing with the tension between AI and challenges caused by new corporate social responsibility creates strategic opportunities and also innovation opportunities. It highlights the active involvement of stakeholders in the design process, which is meant to build trust among customers and the public and thus contributes to the innovation and acceptance of artificial intelligence. The book is aimed at researchers and practitioners in the fields of corporate social responsibility as well as artificial intelligence and digitalization. The chapter "Exploring AI with purpose" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Responsible AI

Sray Agarwal,Shashin Mishra
Responsible AI Book PDF

Author : Sray Agarwal,Shashin Mishra
Publisher : Springer Nature
Page : 189 pages
File Size : 48,6 Mb
Release : 2021-09-13
Category : Computers
ISBN : 9783030768607

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Responsible AI by Sray Agarwal,Shashin Mishra Pdf

This book is written for software product teams that use AI to add intelligent models to their products or are planning to use it. As AI adoption grows, it is becoming important that all AI driven products can demonstrate they are not introducing any bias to the AI-based decisions they are making, as well as reducing any pre-existing bias or discrimination. The responsibility to ensure that the AI models are ethical and make responsible decisions does not lie with the data scientists alone. The product owners and the business analysts are as important in ensuring bias-free AI as the data scientists on the team. This book addresses the part that these roles play in building a fair, explainable and accountable model, along with ensuring model and data privacy. Each chapter covers the fundamentals for the topic and then goes deep into the subject matter – providing the details that enable the business analysts and the data scientists to implement these fundamentals. AI research is one of the most active and growing areas of computer science and statistics. This book includes an overview of the many techniques that draw from the research or are created by combining different research outputs. Some of the techniques from relevant and popular libraries are covered, but deliberately not drawn very heavily from as they are already well documented, and new research is likely to replace some of it.

Societal Responsibility of Artificial Intelligence

Jerome Beranger
Societal Responsibility of Artificial Intelligence Book PDF

Author : Jerome Beranger
Publisher : John Wiley & Sons
Page : 258 pages
File Size : 49,9 Mb
Release : 2021-06-02
Category : Technology & Engineering
ISBN : 9781119831785

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Societal Responsibility of Artificial Intelligence by Jerome Beranger Pdf

The digital world is characterized by its immediacy, its density of information and its omnipresence, in contrast to the concrete world. Significant changes will occur in our society as AI becomes integrated into many aspects of our lives. This book focuses on this vision of universalization by dealing with the development and framework of AI applicable to all. It develops a moral framework based on a neo-Darwinian approach - the concept of Ethics by Evolution - to accompany AI by observing a certain number of requirements, recommendations and rules at each stage of design, implementation and use. The societal responsibility of artificial intelligence is an essential step towards ethical, eco-responsible and trustworthy AI, aiming to protect and serve people and the common good in a beneficial way.

The Cambridge Handbook of Private Law and Artificial Intelligence

Ernest Lim,Phillip Morgan
The Cambridge Handbook of Private Law and Artificial Intelligence Book PDF

Author : Ernest Lim,Phillip Morgan
Publisher : Cambridge University Press
Page : 986 pages
File Size : 53,6 Mb
Release : 2024-03-28
Category : Law
ISBN : 9781108988254

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The Cambridge Handbook of Private Law and Artificial Intelligence by Ernest Lim,Phillip Morgan Pdf

AI appears to disrupt key private law doctrines, and threatens to undermine some of the principal rights protected by private law. The social changes prompted by AI may also generate significant new challenges for private law. It is thus likely that AI will lead to new developments in private law. This Cambridge Handbook is the first dedicated treatment of the interface between AI and private law, and the challenges that AI poses for private law. This Handbook brings together a global team of private law experts and computer scientists to deal with this problem, and to examine the interface between private law and AI, which includes issues such as whether existing private law can address the challenges of AI and whether and how private law needs to be reformed to reduce the risks of AI while retaining its benefits.

Research Handbook on Meaningful Human Control of Artificial Intelligence Systems

Giulio Mecacci,Daniele Amoroso,Luciano Cavalcante Siebert,David Abbink,Jeroen Van Den Hoven,Filippo Santoni de Sio
Research Handbook on Meaningful Human Control of Artificial Intelligence Systems Book PDF

Author : Giulio Mecacci,Daniele Amoroso,Luciano Cavalcante Siebert,David Abbink,Jeroen Van Den Hoven,Filippo Santoni de Sio
Publisher : Unknown
Page : 0 pages
File Size : 54,9 Mb
Release : 2024-07-28
Category : Computers
ISBN : 1802204121

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Research Handbook on Meaningful Human Control of Artificial Intelligence Systems by Giulio Mecacci,Daniele Amoroso,Luciano Cavalcante Siebert,David Abbink,Jeroen Van Den Hoven,Filippo Santoni de Sio Pdf

This prescient Research Handbook analyses the ethical development of Artificial Intelligence systems through the prism of meaningful human control. It encapsulates a multitude of disciplinary lenses including technical, philosophical and legal, making a crucial contribution to the ongoing discourse about control and responsibility in the field of AI. The Research Handbook combines empirical insights from various fields to examine the emergence of responsible AI development. These perspectives are discussed in relation to key topics including automated intelligent mobility, recommender and decision-support systems, cure and care, and AI in the military. Contributors examine diverse problems, requirements and context-specific approaches to responsible AI development, ultimately providing the reader with a transdisciplinary view of the subject and highlighting the way forward on both an individual and societal level. Bringing together a wide range of experts, this Research Handbook is an essential read for scholars of science and technology, law, philosophy of technology, security studies and innovation policy. It also appeals to those involved in the development of AI technology and policy, from policymakers aiming to codify human-centric AI to computer scientists engaging in the design of responsible AI.

A Citizen's Guide to Artificial Intelligence

John Zerilli
A Citizen s Guide to Artificial Intelligence Book PDF

Author : John Zerilli
Publisher : MIT Press
Page : 233 pages
File Size : 51,6 Mb
Release : 2021-02-23
Category : Computers
ISBN : 9780262044813

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A Citizen's Guide to Artificial Intelligence by John Zerilli Pdf

A concise but informative overview of AI ethics and policy. Artificial intelligence, or AI for short, has generated a staggering amount of hype in the past several years. Is it the game-changer it's been cracked up to be? If so, how is it changing the game? How is it likely to affect us as customers, tenants, aspiring home-owners, students, educators, patients, clients, prison inmates, members of ethnic and sexual minorities, voters in liberal democracies? This book offers a concise overview of moral, political, legal and economic implications of AI. It covers the basics of AI's latest permutation, machine learning, and considers issues including transparency, bias, liability, privacy, and regulation.