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Cathy O'Neil's Weapons of Math Destruction was a thunderclap-using wonderfully vivid stories, it exposed the dehumanizing effects of a data-driven world. The Shame Machine is even more personal, but no less devastating. Whether it's through bodyshaming mobs or a deeply flawed judicial system, humans use shame as a weapon to bully, demean, and devalue other humans. And with the unstoppable growth of digital tools, this power has become far too great. O'Neil reminds us that we must resist the urge to judge, belittle, and oversimplify, and instead allow always for complexity and lead always with empathy. -Dave Eggers, author of The Every Cathy O'Neil's fascinating, important, and insightful book is a hard look in the mirror, but one that also gives us hope that we can marshal shame into a force for social reform and not just social punishment. -Michael Patrick Lynch, author of Know-It-All Society In this trenchant, and at times heartbreaking, critique of the shame industrial complex, Cathy O'Neil lays bare how shame underpins the deep divides of modern society. But not all shame is bad, O'Neil contends-used correctly it can be a powerful tool to fight injustice. -Nicole Aschoff, author of The New Prophets of Capital The Shame Machine is an intimate and unflinching account of the many ways that shame is produced, weaponized, and turned into profit by industries that can grow big only when we feel small. With moral clarity and powerful storytelling, Cathy O'Neil reverse engineers the 'shame machine,' revealing its inner workings and inciting nothing short of a cultural reckoning that has the potential to blow this machine to bits. -Ruha Benjamin, author of Race After Technology

Although [The Shame Machine] contains its fair share of pseudoscience-debunking, including an admirably lucid explanation of how diet programs massage statistics to artificially bolster their success rates, it is largely a work of social criticism . . . [that] keeps the human costs of the titular shame machine in clear view. . . . Frequently moving. -The New Yorker An engaging read . . . [O'Neil] lays out the ways in which shame drives problems such as obesity, drug addiction, poverty and political divides. She discusses how social media thrives on and is designed to encourage humiliation, and unpicks the many fallacies in how we think about shame. -The New Statesman O'Neil . . . encourage[s] readers to try to think more deeply not just about what shame is but what it might be for. . . . A simple rejoinder to our digital phantasmagoria. -Jennifer Szalai, The New York Times What is the relationship between shame and power-and is shame being weaponised? Smart thinker Cathy O'Neil tackles the question in this book, exploring whether public shaming is becoming dangerous. -Evening Standard Whether it's through bodyshaming mobs or a deeply flawed judicial system, humans use shame as a weapon to bully, demean, and devalue other humans. O'Neil reminds us that we must resist the urge to judge, belittle, and oversimplify, and instead allow always for complexity and lead always with empathy. -Dave Eggers, author of The Every Cathy O'Neil's fascinating, important, and insightful book is a hard look in the mirror, but one that also gives us hope that we can marshal shame into a force for social reform and not just social punishment. -Michael Patrick Lynch, author of Know-It-All Society In this trenchant, and at times heartbreaking, critique of the shame industrial complex, Cathy O'Neil lays bare how shame underpins the deep divides of modern society. But not all shame is bad, O'Neil contends-used correctly it can be a powerful tool to fight injustice. -Nicole Aschoff, author of The New Prophets of Capital The Shame Machine is an intimate and unflinching account of the many ways that shame is produced, weaponized, and turned into profit by industries that can grow big only when we feel small. -Ruha Benjamin, author of Race After Technology A thought-provoking look at shame in contemporary America . . . O'Neil explains that when shame is used properly-by punching up instead of down-it can help to ensure fairness and justice. This is a unique and riveting look at a crucial yet little understood aspect of modern life. -Publishers Weekly (starred review) A thoughtful blend of social and biological science, history, economics, and sometimes contrarian politics. -Kirkus Reviews

Author Information

Cathy O’Neil is the author of the bestselling Weapons of Math Destruction, which won the Euler Book Prize and was longlisted for the National Book Award. She received her PhD in mathematics from Harvard and has worked in finance, tech, and academia. She launched the Lede Program for data journalism at Columbia University and recently founded ORCAA, an algorithmic auditing company. O’Neil is a regular contributor to Bloomberg Opinion.

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