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Author: Josh Simons
Publisher: Princeton University Press
ISBN: 0691244006
Category : Computers
Languages : en
Pages : 320
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Book Description
How to put democracy at the heart of AI governance Artificial intelligence and machine learning are reshaping our world. Police forces use them to decide where to send police officers, judges to decide whom to release on bail, welfare agencies to decide which children are at risk of abuse, and Facebook and Google to rank content and distribute ads. In these spheres, and many others, powerful prediction tools are changing how decisions are made, narrowing opportunities for the exercise of judgment, empathy, and creativity. In Algorithms for the People, Josh Simons flips the narrative about how we govern these technologies. Instead of examining the impact of technology on democracy, he explores how to put democracy at the heart of AI governance. Drawing on his experience as a research fellow at Harvard University, a visiting research scientist on Facebook’s Responsible AI team, and a policy advisor to the UK’s Labour Party, Simons gets under the hood of predictive technologies, offering an accessible account of how they work, why they matter, and how to regulate the institutions that build and use them. He argues that prediction is political: human choices about how to design and use predictive tools shape their effects. Approaching predictive technologies through the lens of political theory casts new light on how democracies should govern political choices made outside the sphere of representative politics. Showing the connection between technology regulation and democratic reform, Simons argues that we must go beyond conventional theorizing of AI ethics to wrestle with fundamental moral and political questions about how the governance of technology can support the flourishing of democracy.
Author: Virginia Eubanks
Publisher: St. Martin's Press
ISBN: 1466885963
Category : Social Science
Languages : en
Pages : 273
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Book Description
WINNER: The 2019 Lillian Smith Book Award, 2018 McGannon Center Book Prize, and shortlisted for the Goddard Riverside Stephan Russo Book Prize for Social Justice Astra Taylor, author of The People's Platform: "The single most important book about technology you will read this year." Dorothy Roberts, author of Killing the Black Body: "A must-read." A powerful investigative look at data-based discrimination?and how technology affects civil and human rights and economic equity The State of Indiana denies one million applications for healthcare, foodstamps and cash benefits in three years—because a new computer system interprets any mistake as “failure to cooperate.” In Los Angeles, an algorithm calculates the comparative vulnerability of tens of thousands of homeless people in order to prioritize them for an inadequate pool of housing resources. In Pittsburgh, a child welfare agency uses a statistical model to try to predict which children might be future victims of abuse or neglect. Since the dawn of the digital age, decision-making in finance, employment, politics, health and human services has undergone revolutionary change. Today, automated systems—rather than humans—control which neighborhoods get policed, which families attain needed resources, and who is investigated for fraud. While we all live under this new regime of data, the most invasive and punitive systems are aimed at the poor. In Automating Inequality, Virginia Eubanks systematically investigates the impacts of data mining, policy algorithms, and predictive risk models on poor and working-class people in America. The book is full of heart-wrenching and eye-opening stories, from a woman in Indiana whose benefits are literally cut off as she lays dying to a family in Pennsylvania in daily fear of losing their daughter because they fit a certain statistical profile. The U.S. has always used its most cutting-edge science and technology to contain, investigate, discipline and punish the destitute. Like the county poorhouse and scientific charity before them, digital tracking and automated decision-making hide poverty from the middle-class public and give the nation the ethical distance it needs to make inhumane choices: which families get food and which starve, who has housing and who remains homeless, and which families are broken up by the state. In the process, they weaken democracy and betray our most cherished national values. This deeply researched and passionate book could not be more timely.
Author: Alethia Jones
Publisher: State University of New York Press
ISBN: 1438451164
Category : Social Science
Languages : en
Pages : 356
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Book Description
Silver Winner, 2014 ForeWord IndieFab Book of the Year Award in the Women's Studies Category 2015 Lambda Literary Award in Lesbian Memoir/Biography presented by the Lambda Literary Foundation 2015 Judy Grahn Award for Lesbian Nonfiction presented by the Publishing Triangle As an organizer, writer, publisher, scholar-activist, and elected official, Barbara Smith has played key roles in multiple social justice movements, including Civil Rights, feminism, lesbian and gay liberation, anti-racism, and Black feminism. Her four decades of grassroots activism forged collaborations that introduced the idea that oppression must be fought on a variety of fronts simultaneously, including gender, race, class, and sexuality. By combining hard-to-find historical documents with new unpublished interviews with fellow activists, this book uncovers the deep roots of today's "identity politics" and "intersectionality" and serves as an essential primer for practicing solidarity and resistance.
Author: Safiya Umoja Noble
Publisher: NYU Press
ISBN: 1479837245
Category : Computers
Languages : en
Pages : 245
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Book Description
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
Author: Mark Robert Rank
Publisher: Oxford University Press
ISBN: 0190881402
Category : Social Science
Languages : en
Pages : 257
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Book Description
What if the idealized image of American society—a land of opportunity that will reward hard work with economic success—is completely wrong? Few topics have as many myths, stereotypes, and misperceptions surrounding them as that of poverty in America. The poor have been badly misunderstood since the beginnings of the country, with the rhetoric only ratcheting up in recent times. Our current era of fake news, alternative facts, and media partisanship has led to a breeding ground for all types of myths and misinformation to gain traction and legitimacy. Poorly Understood is the first book to systematically address and confront many of the most widespread myths pertaining to poverty. Mark Robert Rank, Lawrence M. Eppard, and Heather E. Bullock powerfully demonstrate that the realities of poverty are much different than the myths; indeed in many ways they are more disturbing. The idealized image of American society is one of abundant opportunities, with hard work being rewarded by economic prosperity. But what if this picture is wrong? What if poverty is an experience that touches the majority of Americans? What if hard work does not necessarily lead to economic well-being? What if the reasons for poverty are largely beyond the control of individuals? And if all of the evidence necessary to disprove these myths has been readily available for years, why do they remain so stubbornly pervasive? These are much more disturbing realities to consider because they call into question the very core of America's identity. Armed with the latest research, Poorly Understood not only challenges the myths of poverty and inequality, but it explains why these myths continue to exist, providing an innovative blueprint for how the nation can move forward to effectively alleviate American poverty.
Author: Joe Toscano
Publisher: powerHouse Books
ISBN: 1576879208
Category : Technology & Engineering
Languages : en
Pages : 289
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Book Description
Automating Humanity is the shocking and eye-opening new manifesto from international award-winning designer Joe Toscano that unravels and lays bare the power agendas of the world's greatest tech titans in plain language, and delivers a fair warning to policymakers, civilians, and industry professionals alike: we need a strategy for the future, and we need it now. Automating Humanity is an insider's perspective on everything Big Tech doesn't want the public to know-or think about-from the addictions installed on a global scale to the profits being driven by fake news and disinformation, to the way they're manipulating the world for profit and using our data to train systems that will automate jobs at an explosive, unprecedented scale. Toscano provides a critique of modern regulation, including parts of the new European Union's General Data Proctection Regulation (GDPR) suggesting how we can create proactive, adaptable regulation that satisfies both the needs of consumer safety and commercial success in the international economy. The content touches on everything from technology, economics, and public policy to psychology, history, and ethics, and is written in a way that is accessible to everyone from the average reader to the technical expert.
Author: Josh Simons
Publisher: Princeton University Press
ISBN: 0691244006
Category : Computers
Languages : en
Pages : 320
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Book Description
How to put democracy at the heart of AI governance Artificial intelligence and machine learning are reshaping our world. Police forces use them to decide where to send police officers, judges to decide whom to release on bail, welfare agencies to decide which children are at risk of abuse, and Facebook and Google to rank content and distribute ads. In these spheres, and many others, powerful prediction tools are changing how decisions are made, narrowing opportunities for the exercise of judgment, empathy, and creativity. In Algorithms for the People, Josh Simons flips the narrative about how we govern these technologies. Instead of examining the impact of technology on democracy, he explores how to put democracy at the heart of AI governance. Drawing on his experience as a research fellow at Harvard University, a visiting research scientist on Facebook’s Responsible AI team, and a policy advisor to the UK’s Labour Party, Simons gets under the hood of predictive technologies, offering an accessible account of how they work, why they matter, and how to regulate the institutions that build and use them. He argues that prediction is political: human choices about how to design and use predictive tools shape their effects. Approaching predictive technologies through the lens of political theory casts new light on how democracies should govern political choices made outside the sphere of representative politics. Showing the connection between technology regulation and democratic reform, Simons argues that we must go beyond conventional theorizing of AI ethics to wrestle with fundamental moral and political questions about how the governance of technology can support the flourishing of democracy.
Author: Levi Checketts
Publisher: Fortress Press
ISBN: 1506482325
Category : Religion
Languages : en
Pages : 443
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Book Description
In recent years, artificial intelligence (AI) has moved in popular discourse from the purview of science-fiction imaginings to the key financial sector of the twenty-first century. As world powers, trillion-dollar companies, and public intellectuals emphasize the importance of AI, the general concerns people raise relate to economic movement, control, bias, and safety.?? This book adds a further concern, namely the way our approach to AI reinforces assumptions about dignity and personhood tied to the sort of thinking that is characteristic of bourgeois capitalists. The experience of poverty reveals that people who are poor do not think the same way as the upper classes--their experience of the world must be understood through the reality of survival within resource-scarce settings and the attendant domination and discrimination that come with being poor. These experiences do not fit well with the "ideal choice" selection model that underlies AI modeling, and numerous failures of AI to help the poor demonstrate that those who benefit primarily from AI are those who already live well.?? As a result, the fervor surrounding AI often serves to dehumanize the poor by eliminating employment opportunities, automating social work, reinforcing biases, and prioritizing profit over stability. Worst of all, however, AI functions to satisfy a psychological need for us to have "others" against whom we can distinguish ourselves without having to feel guilty about the reality of the struggle of the poor. Taking seriously the theological perspective of the "preferential option for the poor," this work contends that to avoid relegating poor people to nonhuman status, we must be willing to put aside the fantasy that AI is "intelligent" and focus rather on the all-too-human embodied reality of the poor.
Author: Margaret Hu
Publisher: Edward Elgar Publishing
ISBN: 1800889410
Category : Law
Languages : en
Pages : 247
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Book Description
As the COVID-19 pandemic surged in 2020, questions of data privacy, cybersecurity, and the ethics of surveillance technologies centred an international conversation on the benefits and disadvantages of the appropriate uses and expansion of cyber surveillance and data tracking. This timely book examines and answers these important concerns.
Author: Samuel Woolley
Publisher: Yale University Press
ISBN: 0300251238
Category : Communication in politics
Languages : en
Pages : 231
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Book Description
An in-depth exploration of social media and emergent technology that details the inner workings of modern propaganda Until recently, propaganda was a top-down, elite-only system of communication control used largely by state actors. Samuel Woolley argues that social media has democratized today's propaganda, allowing nearly anyone to launch a fairly sophisticated, computationally enhanced influence campaign. Woolley shows how social media, with its anonymity and capacity for automation, allows a wide variety of groups to build the illusion of popularity through computational tools (such as bots) and human-driven efforts (such as sockpuppets--real people assuming false identities online--and partisan influencers). They use these technologies and strategies to create a bandwagon effect by bringing the content into parallel discussions with other legitimate users, or to mold discontent for political purposes. Drawing on eight years of original international ethnographic research among the people who build, combat, and experience these propaganda campaigns, Woolley presents an extensive view of the evolution of computational propaganda, offers a glimpse into the future, and suggests pragmatic responses for policy makers, academics, technologists, and others.
Author: Irene Bratsis
Publisher: Packt Publishing Ltd
ISBN: 1835882854
Category : Computers
Languages : en
Pages : 485
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Book Description
Whether you're a seasoned professional or a newcomer to the world of AI product management, this is your definitive guide. Embark on a transformative journey into the future of intelligent product management. Key Features Chart a successful career path in the AI product management field Packed with real-world examples, practical insights, and actionable strategies Navigate the complexities of AI product development and evolve your existing products Book Description This book will provide you with a detailed roadmap for successfully building, maintaining, and evolving artificial intelligence (AI)-driven products, serving as an indispensable companion on your journey to becoming an effective AI PM. We'll explore the AI landscape, demystify complex terms, and walk you through infrastructure, algorithms, and deployment strategies. You’ll master essential skills to understand the optimal flow of AI processes, learn about the product development life cycle from ideation to deployment, and familiarize yourself with commonly used model development techniques. We'll discuss the intricacies of building products natively with AI, as well as evolving traditional software product to AI products. Regardless of your use case, we’ll show you how you can craft compelling stories to captivate your audience. We'll help you find the right balance between foundational product design elements and the unique aspects of managing AI products, so you can prioritize wisely. We’ll also explore career considerations for AI PMs. By the end of this book, you will understand the importance of AI integration and be able to explore emerging AI/ML models like Generative AI and LLMs. You’ll discover open-source capabilities and best practices for ideating, building, and deploying AI products across verticals. What you will learn Plan your AI PM roadmap and navigate your career with clarity and confidence Gain a foundational understanding of AI/ML capabilities Align your product strategy, nurture your team, and navigate the ongoing challenges of cost, tech, compliance, and risk management Identify pitfalls and green flags for optimal commercialization Separate hype from reality and identify quick wins for AI enablement and GenAI Understand how to develop and manage both native and evolving AI products Benchmark product success from a holistic perspective Who this book is for This book is for aspiring and experienced product managers, as well as other professionals interested in incorporating AI into their products. Foundational knowledge of AI is expected and reinforced. If you are looking to better understand machine learning principles and data science methodologies, you will benefit from this book, particularly if you’re in a role where the application of AI/ML directly influences marketing outcomes and business strategies.
