Data Conscience

Author: Brandeis Hill Marshall
Publisher: John Wiley & Sons
ISBN: 1119821207
Category : Computers
Languages : en
Pages : 305

Book Description
DATA CONSCIENCE ALGORITHMIC S1EGE ON OUR HUM4N1TY EXPLORE HOW D4TA STRUCTURES C4N HELP OR H1NDER SOC1AL EQU1TY Data has enjoyed ‘bystander’ status as we’ve attempted to digitize responsibility and morality in tech. In fact, data’s importance should earn it a spot at the center of our thinking and strategy around building a better, more ethical world. It’s use—and misuse—lies at the heart of many of the racist, gendered, classist, and otherwise oppressive practices of modern tech. In Data Conscience: Algorithmic Siege on our Humanity, computer science and data inclusivity thought leader Dr. Brandeis Hill Marshall delivers a call to action for rebel tech leaders, who acknowledge and are prepared to address the current limitations of software development. In the book, Dr. Brandeis Hill Marshall discusses how the philosophy of “move fast and break things” is, itself, broken, and requires change. You’ll learn about the ways that discrimination rears its ugly head in the digital data space and how to address them with several known algorithms, including social network analysis, and linear regression A can’t-miss resource for junior-level to senior-level software developers who have gotten their hands dirty with at least a handful of significant software development projects, Data Conscience also provides readers with: Discussions of the importance of transparency Explorations of computational thinking in practice Strategies for encouraging accountability in tech Ways to avoid double-edged data visualization Schemes for governing data structures with law and algorithms

Mitigating Bias in Machine Learning

Author: Carlotta A. Berry
Publisher: McGraw Hill Professional
ISBN: 126492271X
Category : Technology & Engineering
Languages : en
Pages : 249

Book Description
This practical guide shows, step by step, how to use machine learning to carry out actionable decisions that do not discriminate based on numerous human factors, including ethnicity and gender. The authors examine the many kinds of bias that occur in the field today and provide mitigation strategies that are ready to deploy across a wide range of technologies, applications, and industries. Edited by engineering and computing experts, Mitigating Bias in Machine Learning includes contributions from recognized scholars and professionals working across different artificial intelligence sectors. Each chapter addresses a different topic and real-world case studies are featured throughout that highlight discriminatory machine learning practices and clearly show how they were reduced. Mitigating Bias in Machine Learning addresses: Ethical and Societal Implications of Machine Learning Social Media and Health Information Dissemination Comparative Case Study of Fairness Toolkits Bias Mitigation in Hate Speech Detection Unintended Systematic Biases in Natural Language Processing Combating Bias in Large Language Models Recognizing Bias in Medical Machine Learning and AI Models Machine Learning Bias in Healthcare Achieving Systemic Equity in Socioecological Systems Community Engagement for Machine Learning

The Scent of Time

Author: Byung-Chul Han
Publisher: John Wiley & Sons
ISBN: 1509516085
Category : Philosophy
Languages : en
Pages : 120

Book Description
In his philosophical reflections on the art of lingering, acclaimed cultural theorist Byung-Chul Han argues that the value we attach today to the vita activa is producing a crisis in our sense of time. Our attachment to the vita activa creates an imperative to work which degrades the human being into a labouring animal, an animal laborans. At the same time, the hyperactivity which characterizes our daily routines robs human beings of the capacity to linger and the faculty of contemplation. It therefore becomes impossible to experience time as fulfilling. Drawing on a range of thinkers including Heidegger, Nietzsche and Arendt, Han argues that we can overcome this temporal crisis only by revitalizing the vita contemplativa and relearning the art of lingering. For what distinguishes humans from other animals is the capacity for reflection and contemplation, and when life regains this capacity, this art of lingering, it gains in time and space, in duration and vastness.

The Uninhabitable Earth

Author: David Wallace-Wells
Publisher: Tim Duggan Books
ISBN: 052557672X
Category : Science
Languages : en
Pages : 384

Book Description
#1 NEW YORK TIMES BESTSELLER • “The Uninhabitable Earth hits you like a comet, with an overflow of insanely lyrical prose about our pending Armageddon.”—Andrew Solomon, author of The Noonday Demon NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New Yorker • The New York Times Book Review • Time • NPR • The Economist • The Paris Review • Toronto Star • GQ • The Times Literary Supplement • The New York Public Library • Kirkus Reviews It is worse, much worse, than you think. If your anxiety about global warming is dominated by fears of sea-level rise, you are barely scratching the surface of what terrors are possible—food shortages, refugee emergencies, climate wars and economic devastation. An “epoch-defining book” (The Guardian) and “this generation’s Silent Spring” (The Washington Post), The Uninhabitable Earth is both a travelogue of the near future and a meditation on how that future will look to those living through it—the ways that warming promises to transform global politics, the meaning of technology and nature in the modern world, the sustainability of capitalism and the trajectory of human progress. The Uninhabitable Earth is also an impassioned call to action. For just as the world was brought to the brink of catastrophe within the span of a lifetime, the responsibility to avoid it now belongs to a single generation—today’s. LONGLISTED FOR THE PEN/E.O. WILSON LITERARY SCIENCE WRITING AWARD “The Uninhabitable Earth is the most terrifying book I have ever read. Its subject is climate change, and its method is scientific, but its mode is Old Testament. The book is a meticulously documented, white-knuckled tour through the cascading catastrophes that will soon engulf our warming planet.”—Farhad Manjoo, The New York Times “Riveting. . . . Some readers will find Mr. Wallace-Wells’s outline of possible futures alarmist. He is indeed alarmed. You should be, too.”—The Economist “Potent and evocative. . . . Wallace-Wells has resolved to offer something other than the standard narrative of climate change. . . . He avoids the ‘eerily banal language of climatology’ in favor of lush, rolling prose.”—Jennifer Szalai, The New York Times “The book has potential to be this generation’s Silent Spring.”—The Washington Post “The Uninhabitable Earth, which has become a best seller, taps into the underlying emotion of the day: fear. . . . I encourage people to read this book.”—Alan Weisman, The New York Review of Books

Abortion Politics

Author: Ziad Munson
Publisher: John Wiley & Sons
ISBN: 0745688829
Category : Social Science
Languages : en
Pages : 200

Book Description
Abortion has remained one of the most volatile and polarizing issues in the United States for over four decades. Americans are more divided today than ever over abortion, and this debate colors the political, economic, and social dynamics of the country. This book provides a balanced, clear-eyed overview of the abortion debate, including the perspectives of both the pro-life and pro-choice movements. It covers the history of the debate from colonial times to the present, the mobilization of mass movements around the issue, the ways it is understood by ordinary Americans, the impact it has had on US political development, and the differences between the abortion conflict in the US and the rest of the world. Throughout these discussions, Ziad Munson demonstrates how the meaning of abortion has shifted to reflect the changing anxieties and cultural divides which it has come to represent. Abortion Politics is an invaluable companion for exploring the abortion issue and what it has to say about American society, as well as the dramatic changes in public understanding of women’s rights, medicine, religion, and partisanship.

The Drama of Social Life

Author: Jeffrey C. Alexander
Publisher: John Wiley & Sons
ISBN: 1509518142
Category : Social Science
Languages : en
Pages : 180

Book Description
In this book Jeffrey Alexander develops the view that cultural sociology and “cultural pragmatics” are vital for understanding the structural turbulence and political possibilities of contemporary social life. Central to Alexander’s approach is a new model of social performance that combines elements from both the theatrical avant-garde and modern social theory. He uses this model to shed new light on a wide range of social actors, movements, and events, demonstrating through striking empirical examples the drama of social life. Producing successful dramas determines the outcome of social movements and provides the keys to political power. Modernity has neither eliminated aura nor suppressed authenticity; on the contrary, they are available to social actors who can perform them in compelling ways. This volume further consolidates Alexander’s reputation as one of the most original social thinkers of our time. It will be of great interest to students and scholars in sociology and cultural studies as well as throughout the social sciences and humanities.

Coal

Author: Mark C. Thurber
Publisher: John Wiley & Sons
ISBN: 150951404X
Category : Political Science
Languages : en
Pages : 117

Book Description
By making available the almost unlimited energy stored in prehistoric plant matter, coal enabled the industrial age – and it still does. Coal today generates more electricity worldwide than any other energy source, helping to drive economic growth in major emerging markets. And yet, continued reliance on this ancient rock carries a high price in smog and greenhouse gases. We use coal because it is cheap: cheap to scrape from the ground, cheap to move, cheap to burn in power plants with inadequate environmental controls. In this book, Mark Thurber explains how coal producers, users, financiers, and technology exporters drive this supply chain, while fragmented environmental movements battle for full incorporation of environmental costs into the global calculus of coal. Delving into the politics of energy versus the environment at local, national, and international levels, Thurber paints a vivid picture of the multi-faceted challenges associated with continued coal production and use in the twenty-first century.

21 Lessons for the 21st Century

Author: Yuval Noah Harari
Publisher: Random House
ISBN: 0593132815
Category : History
Languages : en
Pages : 400

Book Description
#1 NEW YORK TIMES BESTSELLER • In Sapiens, he explored our past. In Homo Deus, he looked to our future. Now, one of the most innovative thinkers on the planet turns to the present to make sense of today’s most pressing issues. “Fascinating . . . a crucial global conversation about how to take on the problems of the twenty-first century.”—Bill Gates, The New York Times Book Review NAMED ONE OF THE BEST BOOKS OF THE YEAR BY FINANCIAL TIMES AND PAMELA PAUL, KQED How do computers and robots change the meaning of being human? How do we deal with the epidemic of fake news? Are nations and religions still relevant? What should we teach our children? Yuval Noah Harari’s 21 Lessons for the 21st Century is a probing and visionary investigation into today’s most urgent issues as we move into the uncharted territory of the future. As technology advances faster than our understanding of it, hacking becomes a tactic of war, and the world feels more polarized than ever, Harari addresses the challenge of navigating life in the face of constant and disorienting change and raises the important questions we need to ask ourselves in order to survive. In twenty-one accessible chapters that are both provocative and profound, Harari builds on the ideas explored in his previous books, untangling political, technological, social, and existential issues and offering advice on how to prepare for a very different future from the world we now live in: How can we retain freedom of choice when Big Data is watching us? What will the future workforce look like, and how should we ready ourselves for it? How should we deal with the threat of terrorism? Why is liberal democracy in crisis? Harari’s unique ability to make sense of where we have come from and where we are going has captured the imaginations of millions of readers. Here he invites us to consider values, meaning, and personal engagement in a world full of noise and uncertainty. When we are deluged with irrelevant information, clarity is power. Presenting complex contemporary challenges clearly and accessibly, 21 Lessons for the 21st Century is essential reading. “If there were such a thing as a required instruction manual for politicians and thought leaders, Israeli historian Yuval Noah Harari’s 21 Lessons for the 21st Century would deserve serious consideration. In this collection of provocative essays, Harari . . . tackles a daunting array of issues, endeavoring to answer a persistent question: ‘What is happening in the world today, and what is the deep meaning of these events?’”—BookPage (top pick)

Military Alliances in the Twenty-First Century

Author: Alexander Lanoszka
Publisher: John Wiley & Sons
ISBN: 1509545581
Category : Political Science
Languages : en
Pages : 169

Book Description
Alliance politics is a regular headline grabber. When a possible military crisis involving Russia, North Korea, or China rears its head, leaders and citizens alike raise concerns over the willingness of US allies to stand together. As rival powers have tightened their security cooperation, the United States has stepped up demands that its allies increase their defense spending and contribute more to military operations in the Middle East and elsewhere. The prospect of former President Donald Trump unilaterally ending alliances alarmed longstanding partners, even as NATO was welcoming new members into its ranks. Military Alliances in the Twenty-First Century is the first book to explore fully the politics that shape these security arrangements – from their initial formation through the various challenges that test them and, sometimes, lead to their demise. Across six thematic chapters, Alexander Lanoszka challenges conventional wisdom that has dominated our understanding of how military alliances have operated historically and into the present. Although military alliances today may seem uniquely hobbled by their internal difficulties, Lanoszka argues that they are in fact, by their very nature, prone to dysfunction.

An Anthropologist on Mars

Author: Oliver Sacks
Publisher: Vintage
ISBN: 0345805887
Category : Psychology
Languages : en
Pages : 465

Book Description
From the bestselling author of The Man Who Mistook His Wife for a Hat • Fascinating portraits of neurological disorder in which men, women, and one extraordinary child emerge as brilliantly adaptive personalities, whose conditions have not so much debilitated them as ushered them into another reality. Here are seven detailed narratives of neurological patients, including a surgeon consumed by the compulsive tics of Tourette's syndrome unless he is operating; an artist who loses all sense of color in a car accident, but finds a new sensibility and creative power in black and white; and an autistic professor who cannot decipher the simplest social exchange between humans, but has built a career out of her intuitive understanding of animal behavior. Sacks combines the well honed mind of an academician with the verve of a true storyteller.