In Ai We Trust
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| Author | : Helga Nowotny |
| Publisher | : John Wiley & Sons |
| Total Pages | : 125 |
| Release | : 2021-08-19 |
| Genre | : Science |
| ISBN | : 1509548823 |
One of the most persistent concerns about the future is whether it will be dominated by the predictive algorithms of AI – and, if so, what this will mean for our behaviour, for our institutions and for what it means to be human. AI changes our experience of time and the future and challenges our identities, yet we are blinded by its efficiency and fail to understand how it affects us. At the heart of our trust in AI lies a paradox: we leverage AI to increase our control over the future and uncertainty, while at the same time the performativity of AI, the power it has to make us act in the ways it predicts, reduces our agency over the future. This happens when we forget that that we humans have created the digital technologies to which we attribute agency. These developments also challenge the narrative of progress, which played such a central role in modernity and is based on the hubris of total control. We are now moving into an era where this control is limited as AI monitors our actions, posing the threat of surveillance, but also offering the opportunity to reappropriate control and transform it into care. As we try to adjust to a world in which algorithms, robots and avatars play an ever-increasing role, we need to understand better the limitations of AI and how their predictions affect our agency, while at the same time having the courage to embrace the uncertainty of the future.
| Author | : Marcello Pelillo |
| Publisher | : MIT Press |
| Total Pages | : 175 |
| Release | : 2021-08-24 |
| Genre | : Computers |
| ISBN | : 0262362163 |
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.
| Author | : Gary Marcus |
| Publisher | : Vintage |
| Total Pages | : 288 |
| Release | : 2019-09-10 |
| Genre | : Computers |
| ISBN | : 1524748269 |
Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer beating a human in Jeopardy! does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust—in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.
| Author | : Beena Ammanath |
| Publisher | : John Wiley & Sons |
| Total Pages | : 230 |
| Release | : 2022-03-15 |
| Genre | : Computers |
| ISBN | : 1119867959 |
An essential resource on artificial intelligence ethics for business leaders In Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from her extensive experience across different industries and sectors in data, analytics and AI, the latest research and case studies, and the pressing questions and concerns business leaders have about the ethics of AI. Filled with deep insights and actionable steps for enabling trust across the entire AI lifecycle, the book presents: In-depth investigations of the key characteristics of trustworthy AI, including transparency, fairness, reliability, privacy, safety, robustness, and more A close look at the potential pitfalls, challenges, and stakeholder concerns that impact trust in AI application Best practices, mechanisms, and governance considerations for embedding AI ethics in business processes and decision making Written to inform executives, managers, and other business leaders, Trustworthy AI breaks new ground as an essential resource for all organizations using AI.
| Author | : RJ Andrews |
| Publisher | : John Wiley & Sons |
| Total Pages | : 343 |
| Release | : 2019-01-03 |
| Genre | : Computers |
| ISBN | : 1119483905 |
How do we create new ways of looking at the world? Join award-winning data storyteller RJ Andrews as he pushes beyond the usual how-to, and takes you on an adventure into the rich art of informing. Creating Info We Trust is a craft that puts the world into forms that are strong and true. It begins with maps, diagrams, and charts — but must push further than dry defaults to be truly effective. How do we attract attention? How can we offer audiences valuable experiences worth their time? How can we help people access complexity? Dark and mysterious, but full of potential, data is the raw material from which new understanding can emerge. Become a hero of the information age as you learn how to dip into the chaos of data and emerge with new understanding that can entertain, improve, and inspire. Whether you call the craft data storytelling, data visualization, data journalism, dashboard design, or infographic creation — what matters is that you are courageously confronting the chaos of it all in order to improve how people see the world. Info We Trust is written for everyone who straddles the domains of data and people: data visualization professionals, analysts, and all who are enthusiastic for seeing the world in new ways. This book draws from the entirety of human experience, quantitative and poetic. It teaches advanced techniques, such as visual metaphor and data transformations, in order to create more human presentations of data. It also shows how we can learn from print advertising, engineering, museum curation, and mythology archetypes. This human-centered approach works with machines to design information for people. Advance your understanding beyond by learning from a broad tradition of putting things “in formation” to create new and wonderful ways of opening our eyes to the world. Info We Trust takes a thoroughly original point of attack on the art of informing. It builds on decades of best practices and adds the creative enthusiasm of a world-class data storyteller. Info We Trust is lavishly illustrated with hundreds of original compositions designed to illuminate the craft, delight the reader, and inspire a generation of data storytellers.
| Author | : Christoph Bartneck |
| Publisher | : Springer Nature |
| Total Pages | : 124 |
| Release | : 2020-08-11 |
| Genre | : Philosophy |
| ISBN | : 3030511103 |
This open access book introduces the reader to the foundations of AI and ethics. It discusses issues of trust, responsibility, liability, privacy and risk. It focuses on the interaction between people and the AI systems and Robotics they use. Designed to be accessible for a broad audience, reading this book does not require prerequisite technical, legal or philosophical expertise. Throughout, the authors use examples to illustrate the issues at hand and conclude the book with a discussion on the application areas of AI and Robotics, in particular autonomous vehicles, automatic weapon systems and biased algorithms. A list of questions and further readings is also included for students willing to explore the topic further.
| Author | : Gerard Delanty |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 278 |
| Release | : 2021-02-22 |
| Genre | : Social Science |
| ISBN | : 3110713357 |
This volume is an important contribution to our understanding of global pandemics in general and Covid-19 in particular. It brings together the reflections of leading social and political scientists who are interested in the implications and significance of the current crisis for politics and society. The chapters provide both analysis of the social and political dimensions of the Coronavirus pandemic and historical contextualization as well as perspectives beyond the crisis. The volume seeks to focus on Covid-19 not simply as the terrain of epidemiology or public health, but as raising fundamental questions about the nature of social, economic and political processes. The problems of contemporary societies have become intensified as a result of the pandemic. Understanding the pandemic is as much a sociological question as it is a biological one, since viral infections are transmitted through social interaction. In many ways, the pandemic poses fundamental existential as well as political questions about social life as well as exposing many of the inequalities in contemporary societies. As the chapters in this volume show, epidemiological issues and sociological problems are elucidated in many ways around the themes of power, politics, security, suffering, equality and justice. This is a cutting edge and accessible volume on the Covid-19 pandemic with chapters on topics such as the nature and limits of expertise, democratization, emergency government, digitalization, social justice, globalization, capitalist crisis, and the ecological crisis. Contents Notes on Contributors Preface Gerard Delanty 1. Introduction: The Pandemic in Historical and Global Context Part 1 Politics, Experts and the State Claus Offe 2. Corona Pandemic Policy: Exploratory Notes on its ‘Epistemic Regime’ Stephen Turner 3. The Naked State: What the Breakdown of Normality Reveals Jan Zielonka 4. Who Should be in Charge of Pandemics? Scientists or Politicians? Jonathan White 5. Emergency Europe after Covid-19 Daniel Innerarity 6. Political Decision-Making in a Pandemic Part 2 Globalization, History and the Future Helga Nowotny 7. In AI We Trust: How the COVID-19 Pandemic Pushes us Deeper into Digitalization Eva Horn 8. Tipping Points: The Anthropocene and COVID-19 Bryan S. Turner 9. The Political Theology of Covid-19: a Comparative History of Human Responses to Catastrophes Daniel Chernilo 10. Another Globalisation: Covid-19 and the Cosmopolitan Imagination Frédéric Vandenberghe & Jean-Francois Véran 11. The Pandemic as a Global Total Social Fact Part 3 The Social and Alternatives Sylvia Walby 12. Social Theory and COVID: Including Social Democracy Donatella della Porta 13. Progressive Social Movements, Democracy and the Pandemic Sonja Avlijaš 14. Security for Whom? Inequality and Human Dignity in Times of the Pandemic Albena Azmanova 15. Battlegrounds of Justice: The Pandemic and What Really Grieves the 99% Index
| Author | : Kai-Fu Lee |
| Publisher | : Crown Currency |
| Total Pages | : 497 |
| Release | : 2024-03-05 |
| Genre | : Social Science |
| ISBN | : 0593238311 |
How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons.
| Author | : Roland T. Rust |
| Publisher | : Springer Nature |
| Total Pages | : 185 |
| Release | : 2021-01-19 |
| Genre | : Business & Economics |
| ISBN | : 3030529770 |
As machines are trained to “think,” many tasks that previously required human intelligence are becoming automated through artificial intelligence. However, it is more difficult to automate emotional intelligence, and this is where the human worker’s competitive advantage over machines currently lies. This book explores the impact of AI on everyday life, looking into workers’ adaptation to these changes, the ways in which managers can change the nature of jobs in light of AI developments, and the potential for humans and AI to continue working together. The book argues that AI is rapidly assuming a larger share of thinking tasks, leaving human intelligence to focus on feeling. The result is the “Feeling Economy,” in which both employees and consumers emphasize feeling to an unprecedented extent, with thinking tasks largely delegated to AI. The book shows both theoretical and empirical evidence that this shift is well underway. Further, it explores the effect of the Feeling Economy on our everyday lives in the areas such as shopping, politics, and education. Specifically, it argues that in this new economy, through empathy and people skills, women may gain an unprecedented degree of power and influence. This book will appeal to readers across disciplines interested in understanding the impact of AI on business and our daily lives. It represents a bold, potentially controversial attempt to gauge the direction in which society is heading.
| Author | : Ruha Benjamin |
| Publisher | : John Wiley & Sons |
| Total Pages | : 172 |
| Release | : 2019-07-09 |
| Genre | : Social Science |
| ISBN | : 1509526439 |
From everyday apps to complex algorithms, Ruha Benjamin cuts through tech-industry hype to understand how emerging technologies can reinforce White supremacy and deepen social inequity. Benjamin argues that automation, far from being a sinister story of racist programmers scheming on the dark web, has the potential to hide, speed up, and deepen discrimination while appearing neutral and even benevolent when compared to the racism of a previous era. Presenting the concept of the “New Jim Code,” she shows how a range of discriminatory designs encode inequity by explicitly amplifying racial hierarchies; by ignoring but thereby replicating social divisions; or by aiming to fix racial bias but ultimately doing quite the opposite. Moreover, she makes a compelling case for race itself as a kind of technology, designed to stratify and sanctify social injustice in the architecture of everyday life. This illuminating guide provides conceptual tools for decoding tech promises with sociologically informed skepticism. In doing so, it challenges us to question not only the technologies we are sold but also the ones we ourselves manufacture. Visit the book's free Discussion Guide: www.dropbox.com
