Ethics In Artificial Intelligence Bias Fairness And Beyond
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Ethics In Artificial Intelligence Bias Fairness And Beyond
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Author : Animesh Mukherjee
language : en
Publisher: Springer Nature
Release Date : 2023-12-29
Ethics In Artificial Intelligence Bias Fairness And Beyond written by Animesh Mukherjee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Computers categories.
This book is a collection of chapters in the newly developing area of ethics in artificial intelligence. The book comprises chapters written by leading experts in this area which makes it a one of its kind collections. Some key features of the book are its unique combination of chapters on both theoretical and practical aspects of integrating ethics into artificial intelligence. The book touches upon all the important concepts in this area including bias, discrimination, fairness, and interpretability. Integral components can be broadly divided into two segments – the first segment includes empirical identification of biases, discrimination, and the ethical concerns thereof in impact assessment, advertising and personalization, computational social science, and information retrieval. The second segment includes operationalizing the notions of fairness, identifying the importance of fairness in allocation, clustering and time series problems, and applications of fairness in softwaretesting/debugging and in multi stakeholder platforms. This segment ends with a chapter on interpretability of machine learning models which is another very important and emerging topic in this area.
Ai Fairness And Beyond
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Author : Chris Reed
language : en
Publisher: Bloomsbury Publishing
Release Date : 2024-08-08
Ai Fairness And Beyond written by Chris Reed and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-08 with Law categories.
This book proposes a regulatory system for ensuring that AI makes fair decisions. No one wants to be the subject of an unfair decision made by an AI, and fairness is so important to society that we are likely to want to regulate to demand it. But how? This book attempts to answer that question. The aim of regulation must be for an AI's decisions to match the human conception of fairness. To understand what that is, the book proposes a holistic understanding of fairness, which tells us what regulation must try to achieve. However, regulation is not an abstract activity – it regulates how humans behave, and the humans in question are those who develop and use AI for decision-making. Thus the book investigates how those humans are attempting to achieve AI fairness. It finds that there is a serious mismatch between how technologists conceptualise fairness, compared to other humans. How can AI regulation bridge this gap? Traditional models of regulation cannot solve this problem. Fairness is too nuanced, too contextual, and is ultimately a human emotional response. Instead the book proposes to place the responsibility on the AI community to explain and justify their efforts to achieve fairness, basing regulatory and legal responses on how well that explanation deals with the risks that particular AI presents, and whether the AI operates in accordance with the explanation in use. The book concludes by examining how far this regulatory model might be useful for some of the other social problems which AI generates. An original and significant contribution to the literature on AI regulation, this book is a must-read for those working in the areas of law, regulation, and technology.
Social And Ethical Considerations Of Ai In East Asia And Beyond
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Author : Levi Checketts
language : en
Publisher: Springer Nature
Release Date : 2025-02-17
Social And Ethical Considerations Of Ai In East Asia And Beyond written by Levi Checketts and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-17 with Science categories.
This book is a global reflection on disparate religious and philosophical approaches to questions of AI and the particular ways these questions affect East Asian societies. These chapters originate from a conference held at Hong Kong Baptist University in April 2023 on “Ethical and Social Issues in AI: East Asia and Beyond.” Sections cover Confucianist, Daoist, and Christian reflections on AI ethics. Chapters on broad theoretical questions that AI poses are included as well as those addressing issues in applied AI ethics. This volume appeals to students and researchers working across cultures and traditions on the philosophy of AI technology.
Beyond The Algorithm Understanding Ai Ethics
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Author : Eldren Frostlight
language : en
Publisher: Alexander Sterling
Release Date : 2025-04-01
Beyond The Algorithm Understanding Ai Ethics written by Eldren Frostlight and has been published by Alexander Sterling this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-01 with Business & Economics categories.
"Beyond the Algorithm: Understanding AI Ethics" takes readers on a critical journey through the fast-evolving landscape of artificial intelligence. As AI systems permeate every facet of modern life—from healthcare and transportation to media and governance—they bring not only technological innovation but profound ethical challenges. This book explores why our ethical frameworks must evolve to keep pace with AI's transformation of society. It examines key dilemmas in AI deployment, including bias, accountability, privacy, and autonomy, offering insights into how these issues affect individuals, communities, and humanity at large. Thought-provoking and deeply relevant, this book provides the tools to navigate the moral complexities of the AI age.
Ai Ethics Artificial Intelligence Beyond The Algorithm
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Author : AI Guru
language : en
Publisher: Pure Water Books
Release Date : 2025-02-11
Ai Ethics Artificial Intelligence Beyond The Algorithm written by AI Guru and has been published by Pure Water Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-11 with Computers categories.
Discover the ethical landscape of artificial intelligence and navigate its complexities with ease through our comprehensive guide, "AI Ethics: Beyond the Algorithm." This book goes beyond the technicalities of algorithms to address the broader ethical implications of AI technologies, offering a deep and insightful exploration for AI developers, policymakers, and anyone interested in the intersection of technology and ethics. What You'll Find Inside: In-depth Analysis: Explore the historical context, evolution, and key ethical principles relevant to AI development. Societal Impacts: Understand the benefits and challenges of AI in various aspects of life, from employment to healthcare. Algorithmic Bias: Delve into the causes and consequences of algorithmic bias and discover strategies to mitigate it. Privacy and Data Protection: Learn about the ethical considerations in data collection, storage, and usage, along with global standards and regulations. Transparency and Accountability: Gain insights into building trust and ensuring accountability in AI systems. Global and Cultural Perspectives: Discover how different cultures perceive and address AI ethics, with case studies highlighting unique challenges. Practical Guidelines: Find ethical guidelines and best practices for AI developers and engineers. Industry-Specific Ethics: Explore ethical considerations in deploying AI across various sectors, with real-world examples. Future Directions: Stay ahead of emerging ethical issues and evolving AI regulations and standards. Packed with Value: Quizzes with Answers: Test your knowledge and reinforce your understanding with engaging quizzes. Practical Exercises: Apply ethical principles and concepts through hands-on exercises. Real-Life Examples: Learn from real-world scenarios and case studies that illustrate ethical challenges and solutions. Empower Yourself and Your AI Projects: Take a proactive step towards creating ethically sound AI technologies that benefit humanity and align with our moral values. "AI Ethics: Beyond the Algorithm" is your indispensable guide to navigating the ethical landscape of artificial intelligence. SUMMARY. "AI Ethics: Beyond the Algorithm" delves into the ethical implications of AI technologies, covering topics like algorithmic bias, privacy, transparency, and global ethical standards. Packed with quizzes, practical exercises, and real-life examples, this book provides valuable insights and guidelines for creating ethically sound AI technologies that benefit humanity.
Behavioral Finance Beyond The Basics
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Author : Itzhak Venezia
language : en
Publisher: World Scientific
Release Date : 2024-10-08
Behavioral Finance Beyond The Basics written by Itzhak Venezia and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-08 with Business & Economics categories.
This is the fourth volume of edited books constituting an eclectic collection of papers in behavioral finance based on contributions by participants of Israel Behavior Finance conferences. Like its predecessors, this book continues to be edited by Professor Itzhak Venezia (this book with Dr Rachel Calipha), who carefully selected the papers to be included in this volume.Behavioral finance has evolved significantly since its inception, and chapters in this collection reflect the diverse and dynamic nature of this field. They not only build upon the foundational concepts established in the earlier volumes but also explore novel financial products, themes, and ideas that have gained rapid prominence in recent years: From the integration of artificial intelligence into investment decision-making processes, to the analysis of the alternative meats industry, and various other alternative investment instruments such as NFTs (Non-Fungible Tokens). This collection, therefore, pushes the boundaries of what is conventionally associated with behavioral finance.
Ethical Dimensions Of Ai Development
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Author : Bhattacharya, Pronaya
language : en
Publisher: IGI Global
Release Date : 2024-10-17
Ethical Dimensions Of Ai Development written by Bhattacharya, Pronaya and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-17 with Computers categories.
The digital age has witnessed the meteoric rise of artificial intelligence (AI), a paradigm-shifting technology that has redefined the boundaries of computation and decision-making. Initially, AI's journey began with basic rule-based systems, evolving into the current digital age is dominated by complex machine learning and deep learning models. The digital AI presence and progression has brought with it a myriad of ethical challenges, necessitating a rigorous examination of AI's role in complex and interconnected systems. Ethical Dimensions of AI Development notes that the core of these challenges are issues of privacy, transparency, and validity. AI's ability to process vast datasets can intrude on individual privacy, while opaque algorithmic decision-making processes can obscure transparency. Addressing these ethical concerns is crucial to fostering trust and ensuring the responsible use of AI technologies in society. Covering topics such as accountability, discrimination, and privacy and security, this book is an essential resource for AI researchers and developers, data scientists, ethicists, policy makers, legal professionals, technology industry leaders, and more.
The Art Of Artificial Intelligence
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Author : Alice Barale
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2024-10-22
The Art Of Artificial Intelligence written by Alice Barale and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-22 with Computers categories.
What is artificial intelligence to us today? This book tackles this question from a somewhat unique perspective, that of art. The starting hypothesis is that art can provide an example of how we can engage with artificial intelligence without being subjugated by it. The Art of Artificial Intelligence: Philosophical Keywords guides the reader through a theoretical journey that begins, each time, with a particular work of art: visual artworks, but also literary texts and theatrical performances. Each chapter is anchored by a philosophical keyword: "work," "author," "time," "memory," "human." What meanings do these words take on in light of these new practices? The book is aimed at a broad audience, including anyone who feels the need to reflect on these new questions. It will also be an essential resource for students and university faculty in various disciplines, from philosophy to media studies, from art history to visual culture.
Beyond Binary Mastering Ai Neural Networks And Fuzzy Logic
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Author : Dr. Divya Dhyani
language : en
Publisher: Navi International Book Publication house
Release Date : 2024-07-26
Beyond Binary Mastering Ai Neural Networks And Fuzzy Logic written by Dr. Divya Dhyani and has been published by Navi International Book Publication house this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-26 with Computers categories.
The evolution of statistical thinking may be interpreted in a number of different ways from a variety of different vantage points. The development of statistical reasoning is one of the most important reasons for studying statistics, which is why the foundation of our research is built on the following two hypotheses: first, that it is possible to cultivate favorable conditions that will stimulate the development of statistical reasoning; and second, that the development of statistical reasoning is one of the most important reasons for studying statistics. Our study is predicated not only on an evaluation of recent studies that have been undertaken on the subject of teaching statistics, but also on our experience teaching statistics and using it for research and other purposes. In particular, we think of the teaching of statistics as a theoretical discipline that explores the process of transmitting, disseminating, and gaining statistical information, particularly in the context of academic studies at schools or universities. In particular, we think of the teaching of statistics as a theoretical field that analyses the process of transmitting, disseminating, and obtaining statistical information. Statistics can in no way be used to provide a concise summary of all of these processes.
Beyond Good
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Author : Theodora Lau
language : en
Publisher: Kogan Page Publishers
Release Date : 2021-03-03
Beyond Good written by Theodora Lau and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-03 with Business & Economics categories.
When we think of global corporations and business in general, do we feel pride in how we do things? Are we doing enough, given the undeniable reality of global climate change and the inequality faced by millions of people every day? Beyond Good is a call to arms for business leaders to recognize how they can do well by doing good. Business for good, which is the philosophy that you can pursue profits whilst delivering on sustainable and societal development goals, is already delivering big changes in the business world. In Beyond Good, top tech influencers Theodora Lau and Bradley Leimer, showcase how fintech is taking the lead and what we can all learn from it. The winners in these tech start-ups are utilizing a momentum that exists within a thriving eco-system of current incumbents facing up to revolutionizing start-ups. They unlock possibilities with new technologies and serve the often-forgotten demographics to make financial health and inclusion a reality. With exclusive interviews with experts from the B-Corp world, policy makers and executives, this book also showcases how companies like Microsoft, Flourish Ventures, Ant Financial, Sunrise Bank and Paypal are doing their bit to make our world better - and you can too.