Standards For The Control Of Algorithmic Bias
DOWNLOAD
Download Standards For The Control Of Algorithmic Bias PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Standards For The Control Of Algorithmic Bias book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Standards For The Control Of Algorithmic Bias
DOWNLOAD
Author : Natalie Heisler
language : en
Publisher: CRC Press
Release Date : 2023-07-04
Standards For The Control Of Algorithmic Bias written by Natalie Heisler and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-04 with Computers categories.
Governments around the world use machine learning in automated decision-making systems for a broad range of functions. However, algorithmic bias in machine learning can result in automated decisions that produce disparate impact and may compromise Charter guarantees of substantive equality. This book seeks to answer the question: what standards should be applied to machine learning to mitigate disparate impact in government use of automated decision-making? The regulatory landscape for automated decision-making, in Canada and across the world, is far from settled. Legislative and policy models are emerging, and the role of standards is evolving to support regulatory objectives. While acknowledging the contributions of leading standards development organizations, the authors argue that the rationale for standards must come from the law and that implementing such standards would help to reduce future complaints by, and would proactively enable human rights protections for, those subject to automated decision-making. The book presents a proposed standards framework for automated decision-making and provides recommendations for its implementation in the context of the government of Canada’s Directive on Automated Decision-Making. As such, this book can assist public agencies around the world in developing and deploying automated decision-making systems equitably as well as being of interest to businesses that utilize automated decision-making processes.
Standards For Control Of Algorithmic Bias
DOWNLOAD
Author : Maura R. Grossman
language : en
Publisher:
Release Date : 2023-09
Standards For Control Of Algorithmic Bias written by Maura R. Grossman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09 with Algorithms categories.
"Governments around the world use machine learning in automated decision-making systems for a broad range of functions, however algorithmic bias in machine learning can result in automated decisions that produce disparate impact and may compromise Charter guarantees of substantive equality. This book seeks to answer the question: what standards should be applied to machine learning to mitigate disparate impact in automated decision-making? The regulatory landscape for automated decision-making, in Canada and across the world, is far from settled. Legislative and policy models are emerging, and the role of standards is evolving to support regulatory objectives. While acknowledging the contributions of leading standards development organizations, the authors argue that the rationale for standards must come from the law, and that implementing such standards would help not only to reduce future complaints, but more importantly would proactively enable human rights protections for those subject to automated decision-making. The book presents a proposed standards framework for automated decision-making and also provides recommendations for implementation in the context of Canada's Directive on Automated Decision-Making. As such, this book can assist public agencies around the world in deploying and developing automated decision-making equitably, as well as being of interest to businesses that utilize Automated Decision-Making processes"--
Algorithms Of Oppression
DOWNLOAD
Author : Safiya Umoja Noble
language : en
Publisher: NYU Press
Release Date : 2018-02-20
Algorithms Of Oppression written by Safiya Umoja Noble and has been published by NYU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-20 with Computers categories.
Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author
An Intelligence In Our Image
DOWNLOAD
Author : Osonde A. Osoba
language : en
Publisher: Rand Corporation
Release Date : 2017-04-05
An Intelligence In Our Image written by Osonde A. Osoba and has been published by Rand Corporation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-05 with Computers categories.
Machine learning algorithms and artificial intelligence influence many aspects of life today and have gained an aura of objectivity and infallibility. The use of these tools introduces a new level of risk and complexity in policy. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems.
Algorithms Humans And Interactions
DOWNLOAD
Author : Don Donghee Shin
language : en
Publisher: Taylor & Francis
Release Date : 2023-01-31
Algorithms Humans And Interactions written by Don Donghee Shin and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-31 with Computers categories.
Amidst the rampant use of algorithmization enabled by AI, the common theme of AI systems is the human factor. Humans play an essential role in designing, developing, and operationalizing AI systems. We have a remit to ensure those systems run transparently, perform equitably, value our privacy, and effectively fulfill human needs. This book takes an interdisciplinary approach to contribute to the ongoing development of human–AI interaction with a particular focus on the "human" dimension and provides insights to improve the design of AI that could be genuinely beneficial and effectively used in society. The readers of this book will benefit by gaining insights into various perspectives about how AI has impacted people and society and how it will do so in the future, and understanding how we can design algorithm systems that are beneficial, legitimate, usable by humans, and designed considering and respecting human values. This book provides a horizontal set of guidelines and insight into how humans can be empowered by making choices about AI designs that allow them meaningful control over AI. Designing meaningful AI experiences has garnered great attention to address responsibility gaps and mitigate them by establishing conditions that enable the proper attribution of responsibility to humans. This book helps us understand the possibilities of what AI systems can do and how they can and should be integrated into our society.
Smart Technologies And Fundamental Rights
DOWNLOAD
Author : John-Stewart Gordon
language : en
Publisher: Value Inquiry Book
Release Date : 2020-12-10
Smart Technologies And Fundamental Rights written by John-Stewart Gordon and has been published by Value Inquiry Book this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-10 with Philosophy categories.
"Smart Technologies and Fundamental Rights covers a broad range of vital topics that highlight the ethical, socio-political, and legal challenges as well as technical issues of AI with respect to fundamental rights. Either humanity will greatly profit from the use of AI in almost all domains in human life that may eventually lead to a much better and more humane society. Or, it could be the case that people may misuse AI for idiosyncratic purposes as well as intelligent machines may turn against human beings. Therefore, we should be extremely cautious with respect to the technological development of AI because we might not be able to control the machines once they reached a certain level of sophistication"--
Digital Technologies And Public Procurement
DOWNLOAD
Author : Albert Sánchez Graells
language : en
Publisher: Oxford University Press
Release Date : 2024-04-25
Digital Technologies And Public Procurement written by Albert Sánchez Graells and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-25 with Law categories.
Bringing together insights from political economy, public policy, science, technology and legal scholarship, this book explores the role of public procurement in digital technology regulation.
Platform Regulation
DOWNLOAD
Author : Pradip Ninan Thomas
language : en
Publisher: Oxford University Press
Release Date : 2022-12-31
Platform Regulation written by Pradip Ninan Thomas and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-31 with Social Science categories.
Over the last decade or two, a handful of powerful, monopolist platforms have embraced our lives worldwide. They intermediate our socialities and relationships, what we search for on the Internet, and our online purchases. We are living in a global economy that is fuelled by the monetization of affect. One is now only too aware that various platforms are very systematically using the advantages stemming from algorithmic power and platform externalities to mine and privatize personal data that is in turn sold to advertisers who target not just the present but also future economic behaviours of users. One now also hears of the complicity of some of these platforms in data breaches that have contributed to the making and unmaking of political fortunes of key political parties across geographies. This unprecedented power of platforms is, however, being challenged today. Data breaches, evidence of platform manipulations, platform complicities with state surveillance, and their monopolist behaviours and its consequences for competition and data privacy have become the basis for regulatory responses from governments throughout the world. National and regional courts of law have collected a lot of evidence on myriad forms of platform illegalities that discriminate against competitors and that point to the privatization of personal data on a global scale. The proposed volume provides an introduction to some of the issues and challenges related to platform regulation, the conundrums and paradoxes involved, and also to some of the well-conceived and manageable regulatory pathways currently being explored by national and regional governments. It highlights regulatory responses from four jurisdictions - the European Union, USA, India, and Australia.
Federal Register
DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2012-09
Federal Register written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09 with Delegated legislation categories.
The Oxford Handbook Of Ethics Of Ai
DOWNLOAD
Author : Markus D. Dubber
language : en
Publisher: Oxford University Press
Release Date : 2020-06-30
The Oxford Handbook Of Ethics Of Ai written by Markus D. Dubber and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-30 with Law categories.
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."