Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

    Through mechanisms designed by Southern Democrats that specifically excluded maids and farm workers, the gap between blacks and whites actually widened despite postwar prosperity. In the words of noted historian Eric Foner, "Katznelson's incisive book should change the terms of debate about affirmative action, and about the last seventy years of American history."

    North America was settled by people with distinct religious, political, and ethnographic characteristics, creating regional cultures that have been at odds with one another ever since. Subsequent immigrants didn't confront or assimilate into an "American" or "Canadian" culture, but rather into one of the eleven distinct regional ones that spread over the continent each staking out mutually exclusive territory.In American Nations, Colin Woodard leads us on a journey through the history of our fractured continent, and the rivalries and alliances between its component nations, which conform to neither state nor international boundaries. He illustrates and explains why "American" values vary sharply from one region to another. Woodard reveals how intranational differences have played a pivotal role at every point in the continent's history, from the American Revolution and the Civil War to the tumultuous sixties and the "blue county/red county" maps of recent presidential elections. American Nations is a revolutionary and revelatory take on America's myriad identities and how the conflicts between them have shaped our past and are molding our future.

    Their choices are limited by mountains, rivers, seas, and concrete. To understand world events, news organizations and other authorities often focus on people, ideas, and political movements, but without geography, we never have the full picture. Now, in the relevant and timely Prisoners of Geography, seasoned journalist Tim Marshall examines Russia, China, the USA, Latin America, the Middle East, Africa, Europe, Japan and Korea, and Greenland and the Arctic—their weather, seas, mountains, rivers, deserts, and borders—to provide a context often missing from our political reportage: how the physical characteristics of these countries affect their strengths and vulnerabilities and the decisions made by their leaders.In ten, up-to-date maps of each region, Marshall explains in clear and engaging prose the complex geo-political strategies of these key parts of the globe. What does it mean that Russia must have a navy, but also has frozen ports six months a year? How does this affect Putin’s treatment of Ukraine? How is China’s future constrained by its geography? Why will Europe never be united? Why will America never be invaded? Shining a light on the unavoidable physical realities that shape all of our aspirations and endeavors, Prisoners of Geography is the critical guide to one of the major (and most often overlooked) determining factors in world history.

    People are waking up to the seedy history of the world's art collections, and are starting to ask difficult questions about what the future of museums should look like. In The Whole Picture, art historian and Uncomfortable Art Tour guide Alice Procter provides a manual for deconstructing everything you thought you knew about art, and fills in the blanks with the stories that have been left out of the art history canon for centuries. The book is divided into four chronological sections, named after four different kinds of art space:The Palace The Classroom The Memorial The Playground Each section tackles the fascinating and often shocking stories of five different art pieces, including the propaganda painting that the East India Company used to justify its control in India; the Maori mokomokai skulls that were traded and collected by Europeans as 'art objects'; and Kara Walker's controversial contemporary sculpture A Subtlety, which raised questions about 'appropriate' interactions with art. Through these stories, Alice brings out the underlying colonial narrative lurking beneath the art industry today, and suggests different ways of seeing and thinking about art in the modern world.The Whole Picture is a much-needed provocation to look more critically at the accepted narratives about art, and rethink and disrupt the way we interact with the museums and galleries that display it.

    The case exemplifies how the death penalty in America is a direct descendant of lynching — a system that treats the rich and guilty better than the poor and innocent.

    Derecka Purnell invites us to question why we think we need the police in the first place and imagine a world where the underlying structures that cause violence and harm are dismantled.For more than a century, activists in the United States have tried to reform the police. From community policing initiatives to increasing diversity, none of it has stopped the police from killing about three people a day. Millions of people continue to protest police violence because these "solutions" do not match the problem: the police cannot be reformed. In Becoming Abolitionists, Purnell draws from her experiences as a lawyer, writer, and organizer initially skeptical about police abolition. She saw too much sexual violence and buried too many friends to consider getting rid of police in her hometown of St. Louis, let alone the nation. But the police were a placebo. Calling them felt like something, and something feels like everything when the other option seems like nothing.Purnell details how multi-racial social movements rooted in rebellion, risk-taking, and revolutionary love pushed her and a generation of activists toward abolition. The book travels across geography and time, and offers lessons that activists have learned from Ferguson to South Africa, from Reconstruction to contemporary protests against police shootings. Here, Purnell argues that police can not be reformed and invites readers to envision new systems that work to address the root causes of violence. Becoming Abolitionists shows that abolition is not solely about getting rid of police, but a commitment to create and support different answers to the problem of harm in society, and, most excitingly, an opportunity to reduce and eliminate harm in the first place.

    Within days, five black and Latino teenagers confess to her rape and beating. In a city where urban crime is at a high and violence is frequent, the ensuing media frenzy and hysterical public reaction is extraordinary. The young men are tried as adults and convicted of rape, despite the fact that the teens quickly recant their inconsistent and inaccurate confessions and that no DNA tests or eyewitness accounts tie any of them to the victim. They serve their complete sentences before another man, serial rapist Matias Reyes, confesses to the crime and is connected to it by DNA testing.Intertwining the stories of these five young men, the police officers, the district attorneys, the victim, and Matias Reyes, Sarah Burns unravels the forces that made both the crime and its prosecution possible. Most dramatically, she gives us a portrait of a city already beset by violence and deepening rifts between races and classes, whose law enforcement, government, social institutions, and media were undermining the very rights of the individuals they were designed to safeguard and protect.

    secretary of stateA Fascist, observes Madeleine Albright, “is someone who claims to speak for a whole nation or group, is utterly unconcerned with the rights of others, and is willing to use violence and whatever other means are necessary to achieve the goals he or she might have.” The twentieth century was defined by the clash between democracy and Fascism, a struggle that created uncertainty about the survival of human freedom and left millions dead. Given the horrors of that experience, one might expect the world to reject the spiritual successors to Hitler and Mussolini should they arise in our era. In Fascism: A Warning, Madeleine Albright draws on her experiences as a child in war-torn Europe and her distinguished career as a diplomat to question that assumption.Fascism, as she shows, not only endured through the twentieth century but now presents a more virulent threat to peace and justice than at any time since the end of World War II.  The momentum toward democracy that swept the world when the Berlin Wall fell has gone into reverse.  The United States, which historically championed the free world, is led by a president who exacerbates division and heaps scorn on democratic institutions.  In many countries, economic, technological, and cultural factors are weakening the political center and empowering the extremes of right and left.  Contemporary leaders such as Vladimir Putin and Kim Jong-un are employing many of the tactics used by Fascists in the 1920s and 30s.Fascism: A Warning is a book for our times that is relevant to all times.  Written  by someone who has not only studied history but helped to shape it, this call to arms teaches us the lessons we must understand and the questions we must answer if we are to save ourselves from repeating the tragic errors of the past.

    Animal combines autobiography and evolutionary history to create a funny, fascinating insight into the forces that mould and affect modern women.Animal is entertaining and informative, personal and universal – silly about lots of things and serious about some. It's a laugh-out-loud investigation to help us understand and forgive our animal urges and insecurities.

    He argues this destruction will continue until Americans learn to heal the generational anguish of white supremacy, which is deeply embedded in all our bodies. Our collective agony doesn't just affect African Americans. White Americans suffer their own secondary trauma as well. So do blue Americans—our police.My Grandmother's Hands is a call to action for all of us to recognize that racism is not about the head, but about the body, and introduces an alternative view of what we can do to grow beyond our entrenched racialized divide.This book paves the way for a new, body-centered understanding of white supremacy—how it is literally in our blood and our nervous system. It offers a step-by-step solution—a healing process—in addition to incisive social commentary.Resmaa Menakem, MSW, LICSW, is a therapist with decades of experience currently in private practice in Minneapolis, MN, specializing in trauma, body-centered psychotherapy, and violence prevention. He has appeared on the Oprah Winfrey Show and Dr. Phil as an expert on conflict and violence. Menakem has studied with bestselling authors Dr. David Schnarch (Passionate Marriage) and Dr. Bessel van der Kolk (The Body Keeps the Score). He also trained at Peter Levine's Somatic Experiencing Trauma Institute.

    Congressman Todd Akin’s “legitimate” gaffe. The alleged rape crew of Steubenville, Ohio. Sexual violence has been so prominent in recent years that the feminist term “rape culture” has finally entered the mainstream. But what, exactly, is it? And how do we change it? In Asking for It, Kate Harding answers those questions in the same blunt, bullshit-free voice that’s made her a powerhouse feminist blogger. Combining in-depth research with practical knowledge, Asking for It makes the case that twenty-first century America—where it’s estimated that out of every 100 rapes only 5 result in felony convictions—supports rapists more effectively than victims. Harding offers ideas and suggestions for addressing how we as a culture can take rape much more seriously without compromising the rights of the accused.

    In her ambitious, brilliant sixth book, Olivia Laing charts an electrifying course through the long struggle for bodily freedom, using the life of the renegade psychoanalyst Wilhelm Reich to explore gay rights and sexual liberation, feminism, and the civil rights movement.Drawing on her own experiences in protest and alternative medicine, and traveling from Weimar Berlin to the prisons of Joseph McCarthy’s America, Laing grapples with some of the most significant and complicated figures of the past century—among them Nina Simone, Christopher Isherwood, Andrea Dworkin, Sigmund Freud, Susan Sontag, and Malcolm X. Arriving at a moment in which basic bodily rights are once again imperiled, Everybody is an investigation into the forces arranged against freedom and a celebration of how ordinary human bodies can resist oppression and reshape the world.

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

    In this surreal atmosphere created to disorient us and undermine our sense of truth, we’ve lost not only our grip on peace and democracy — but our very notion of what those words even mean.Peter Pomerantsev takes us to the front lines of the disinformation age, where he meets Twitter revolutionaries and pop-up populists, “behavioral change” salesmen, Jihadi fanboys, Identitarians, truth cops, and many others. Forty years after his dissident parents were pursued by the KGB, Pomerantsev finds the Kremlin re-emerging as a great propaganda power. His research takes him back to Russia — but the answers he finds there are not what he expected.Blending reportage, family history, and intellectual adventure, This Is Not Propaganda explores how we can reimagine our politics and ourselves when reality seems to be coming apart.