Today’s "machine-learning" systems, trained by data, are so effective that we’ve invited them to see and hear for us?and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem.Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole?and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands.The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software.In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story.The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

    Experiments provide the feedback loop that allows us, in certain limited ways, to identify error in our beliefs as a first step to correcting them. Over the course of the first half of the twentieth century, scientists invented a methodology for executing controlled experiments to evaluate certain kinds of proposed social interventions. This technique goes by many names in different contexts (randomized control trials, randomized field experiments, clinical trials, etc.). Over the past ten to twenty years this has been increasingly deployed in a wide variety of contexts, but it remains the red-haired step child of modern social science. This is starting to change, and this change should be encouraged and accelerated, even though the staggering complexity of human society creates severe limits to what social science could be realistically expected to achieve. Randomized trials have shown, for example, that work requirements for welfare recipients have succeeded like nothing else in encouraging employment, that charter school vouchers have been successful in increasing educational attainment for underprivileged children, and that community policing has worked to reduce crime, but also that programs like Head Start and Job Corps, which might be politically attractive, fail to attain their intended objectives. Business leaders can also use experiments to test decisions in a controlled, low-risk environment before investing precious resources in large-scale changes – the philosophy behind Manzi’s own successful software company.In a powerful and masterfully-argued book, Manzi shows us how the methods of science can be applied to social and economic policy in order to ensure progress and prosperity.

    When research suggests how to harness brain evolution, a hunt ensues for a missing link―one that allows to design humans with skills that prodigies of old would have envied.As germline engineering and biological enhancement have become routine, ancient doubts have emerged under new guises: Who are we? Is there a purpose to life? Why is there so much suffering? When faith and science fail to answer these questions, personal greed and national interest quickly fill the void. But gene selection is expensive, and many are excluded from its benefits. The stage is set for tribalism and social discontent on a scale without precedent, and those caught in the fray, whether by choice or by chance, must play roles not always to their liking in the struggle of all creatures against the arbitrariness of existence.

     Jammed with sage advice, genuine encouragement, and surprising examples of how to write and how not to write, this book gives beginning writers and confident students alike an easy-to-follow roadmap for improving one of the most important skills for success. En route to Sin Boldly!-induced, A+ paper bliss, readers encounter such topics as:Choosing a Topic and Telling Your Story ("K.I.S.S.-Keep It Simple, Stupid")Literary Games (featuring "Francobabble for Freshman")Choosing a Voice ("Dissing the Prof")Grammatical Horrors ("A does not equal they")Common Mistakes ("Hopefully and Other Controversies") Fully revised and updated with new examples, quizzes, and tips, Sin Boldly! is not only a comprehensive guide, but also a fantastic, fun read for anyone who wants to write clearly and effectively.

    Besides providing up-to-date coverage of liberal, radical (libertarian and cultural), and Marxist-socialist schools of feminism, she covers psychoanalytic, existentialist, and postmodern feminism. All the chapters have been rethought and new chapters on ecofeminism and multicultural and global feminism have been added.In the clear-sighted and accessible style for which has become known, Tong guides the reader through the complexities of even the most notoriously difficult thinkers. Students will become familiar with many of the essential figures in the feminist tradition as well as some of the issues that have been of special concern to women (e.g., pornography, reproductive technology, housework, the environment, and militarism). Moreover, students are repeatedly urged to consider the many differences that separate women (class, race, ethnicity, age, nationality, religion) as well as the sameness that continue to unite women.Tong treats all views with respect and encourages the reader to think both sympathetically and critically about what feminism is and what relevance it has to their own lives. As valuable as the first edition of Feminist Thought, this second edition surpasses its predecessor in depth and breadth. Clearly, Tong believes that feminist thought is still developing even as it approaches the millennium.

    The book covers four major topics in field experimentation:

    Born in 1926 in France, over the course of his life he dabbled in drugs, politics, and the Paris SM scene, all whilst striving to understand the deep concepts of identity, knowledge, and power.From aesthetics to the penal system; from madness and civilisation to avant-garde literature, Foucault was happy to reject old models of thinking and replace them with versions that are still widely debated today. A major influence on Queer Theory and gender studies (he was openly gay and died of an AIDS-related illness in 1984), he also wrote on architecture, history, law, medicine, literature, politics and of course philosophy, and even managed a best-seller in France on a book dedicated to the history of systems of thought.Because of the complexity of his arguments, people trying to come to terms with his work have desperately sought introductory material that makes his theories clear and accessible for the beginner. Ideally suited for the Very Short Introductions series, Gary Gutting presents a comprehensive but non-systematic treatment of some highlights of Foucault's life and thought. Beginning with a brief biography to set the social and political stage, he then tackles Foucault's thoughts on literature, in particular the avant-garde scene; his philosophical and historical work; his treatment of knowledge and power in modern society; and his thoughts on sexuality.

    She shows how much the themes of freedom and individualism, manhood and innocence, depended on the existence of a black population that was manifestly unfree--and that came to serve white authors as embodiments of their own fears and desires.Written with the artistic vision that has earned Toni Morrison a pre-eminent place in modern letters, Playing in the Dark will be avidly read by Morrison admirers as well as by students, critics, and scholars of American literature.

    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.If you adopt this book for classroom use in the 2019-2020 academic year, the author would be pleased to arrange to Skype to a session of your class. If interested, enter your details in this sign-up sheet https: //buff.ly/2wJsvZr

    Among the ironies and entanglements resulting from this goal are the sale of nature in our malls through the Nature Company, and the disputes between working people and environmentalists over spotted owls and other objects of species preservation.The problem is that we haven't learned to live responsibly in nature. The environmentalist aim of legislating humans out of the wilderness is no solution. People, Cronon argues, are inextricably tied to nature, whether they live in cities or countryside. Rather than attempt to exclude humans, environmental advocates should help us learn to live in some sustainable relationship with nature. It is our home.

    In it, Berger and Luckmann reformulate the task of the sociological subdicipline that, since Max Scheler, has been known as the sociology of knowledge.

    But what will this future look like? In 2062, world-leading researcher Toby Walsh considers the impact AI will have on work, war, economics, politics, everyday life and even death. Will automation take away most jobs? Will robots become conscious and take over? Will we become immortal machines ourselves, uploading our brains to the cloud? How will politics adjust to the post-truth, post-privacy digitised world? When we have succeeded in building intelligent machines, how will life on this planet unfold?Based on a deep understanding of technology, 2062 describes the choices we need to make today to ensure that the future remains bright.‘Clarity and sanity in a world full of fog and uncertainty – a timely book about the race to remain human.’—RICHARD WATSON, author of Digital Vs. Human and futurist-in-residence at Imperial College, London‘One of the deepest questions facing humanity, pondered by a mind well and truly up to the task.’—ADAM SPENCER, broadcaster

    From an immensely knowledgeable feminist perspective, in engaging, jargonless (!) prose, Bordo analyzes a whole range of issues connected to the body—weight and weight loss, exercise, media images, movies, advertising, anorexia and bulimia, and much more—in a way that makes sense of our current social landscape—finally! This is a great book for anyone who wonders why women's magazines are always describing delicious food as 'sinful' and why there is a cake called Death by Chocolate. Loved it!"—Katha Pollitt, Nation columnist and author of Subject to Debate: Sense and Dissents on Women, Politics, and Culture (2001)

    In the original edition, Steiner provided readers with the first systematic investigation since the eighteenth century of the phenomenologyand processes of translation both inside and between languages. Taking issue with the principal emphasis of modern linguistics, he finds the root of the Babel problem in our deep instinct for privacy and territory, noting that every people has in its language a unique body of shared secrecy. Withthis provocative thesis he analyzes every aspect of translation from fundamental conditions of interpretation to the most intricate of linguistic constructions. For the long-awaited second edition, Steiner entirely revised the text, added new and expanded notes, and wrote a new preface setting the work in the present context of hermeneutics, poetics, and translation studies. This new edition brings the bibliography up to the present with substantiallyupdated references, including much Russian and Eastern European material. Like the towering figures of Derrida, Lacan, and Foucault, Steiner's work is central to current literary thought. After Babel, Third Edition is essential reading for anyone hoping to understand the debates raging in theacademy today.