The Shame Machine


Book Description

A TIMES BOOK OF THE YEAR Shame is being weaponized by governments and corporations to attack the most vulnerable. It's time to fight back Shame is a powerful and sometimes useful tool. When we publicly shame corrupt politicians, abusive celebrities, or predatory corporations, we reinforce values of fairness and justice. But as best-selling author Cathy O'Neil argues in this revelatory book, shaming has taken a new and dangerous turn. It is increasingly being weaponized -- used as a way to shift responsibility for social problems from institutions to individuals. Shaming children for not being able to afford school lunches or adults for not being able to find work lets us off the hook as a society. After all, why pay higher taxes to fund programmes for people who are fundamentally unworthy? O'Neil explores the machinery behind all this shame, showing how governments, corporations and the healthcare system capitalize on it. There are damning stories of rehab clinics, reentry programs, drug and diet companies, and social media platforms -- all of which profit from 'punching down' on the vulnerable. Woven throughout The Shame Machine is the story of O'Neil's own struggle with body image and her recent weight-loss surgery, which awakened her to the systematic shaming of fat people seeking medical care. With clarity and nuance, O'Neil dissects the relationship between shame and power. Whom does the system serve? How do current incentive structures perpetuate the shaming cycle? And, most important, how can we all fight back?




Weapons of Math Destruction


Book Description

"A former Wall Street quantitative analyst sounds an alarm on mathematical modeling, a pervasive new force in society that threatens to undermine democracy and widen inequality,"--NoveList.




Doing Data Science


Book Description

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.




Machine


Book Description

A haunting story of guilt and blame in the wake of a drowning, the first novel by the author of Spectacle Susan Steinberg’s first novel, Machine, is a dazzling and innovative leap forward for a writer whose most recent book, Spectacle, gained her a rapturous following. Machine revolves around a group of teenagers—both locals and wealthy out-of-towners—during a single summer at the shore. Steinberg captures the pressures and demands of this world in a voice that effortlessly slides from collective to singular, as one girl recounts a night on which another girl drowned. Hoping to assuage her guilt and evade a similar fate, she pieces together the details of this tragedy, as well as the breakdown of her own family, and learns that no one, not even she, is blameless. A daring stylist, Steinberg contrasts semicolon-studded sentences with short lines that race down the page. This restless approach gains focus and power through a sharply drawn narrative that ferociously interrogates gender, class, privilege, and the disintegration of identity in the shadow of trauma. Machine is the kind of novel—relentless and bold—that only Susan Steinberg could have written.




The Shame Game


Book Description

FROM POPULAR ROMANCE AUTHOR HANNAH MURRAY Book one in the Perfect Taboo series A good marriage is built on love, trust and kink... James and Amanda have been together for fourteen happy, playful kinky years. That's the way they both like it, and neither feels there's anything missing, until one day, a typical scene morphs into something atypical—humiliation play. They've never played with this kink before, but it was shockingly hot, and satisfying in a way their more playful scenes aren't. They're both excited to try something new after so many years together, but James is leading his beloved wife and submissive into uncharted territory where their comfort zone will be stretched and their bond tested... It will take all the love and trust they've built over fourteen years to survive The Shame Game.




Healing the Shame that Binds You


Book Description

This classic book, written 17 years ago but still selling more than 13,000 copies every year, has been completely updated and expanded by the author. "I used to drink," writes John Bradshaw,"to solve the problems caused by drinking. The more I drank to relieve my shame-based loneliness and hurt, the more I felt ashamed." Shame is the motivator behind our toxic behaviors: the compulsion, co-dependency, addiction and drive to superachieve that breaks down the family and destroys personal lives. This book has helped millions identify their personal shame, understand the underlying reasons for it, address these root causes and release themselves from the shame that binds them to their past failures.




The Twittering Machine


Book Description

A brilliant probe into the political and psychological effects of our changing relationship with social media Former social media executives tell us that the system is an addiction-machine. We are users, waiting for our next hit as we like, comment and share. We write to the machine as individuals, but it responds by aggregating our fantasies, desires and frailties into data, and returning them to us as a commodity experience. The Twittering Machine is an unflinching view into the calamities of digital life: the circus of online trolling, flourishing alt-right subcultures, pervasive corporate surveillance, and the virtual data mines of Facebook and Google where we spend considerable portions of our free time. In this polemical tour de force, Richard Seymour shows how the digital world is changing the ways we speak, write, and think. Through journalism, psychoanalytic reflection and insights from users, developers, security experts and others, Seymour probes the human side of the machine, asking what we’re getting out of it, and what we’re getting into. Social media held out the promise that we could make our own history–to what extent did we choose the nightmare that it has become?




Machine Made: Tammany Hall and the Creation of Modern American Politics


Book Description

“Golway’s revisionist take is a useful reminder of the unmatched ingenuity of American politics.”—Wall Street Journal History casts Tammany Hall as shorthand for the worst of urban politics: graft and patronage personified by notoriously crooked characters. In his groundbreaking work Machine Made, journalist and historian Terry Golway dismantles these stereotypes, focusing on the many benefits of machine politics for marginalized immigrants. As thousands sought refuge from Ireland’s potato famine, the very question of who would be included under the protection of American democracy was at stake. Tammany’s transactional politics were at the heart of crucial social reforms—such as child labor laws, workers’ compensation, and minimum wages— and Golway demonstrates that American political history cannot be understood without Tammany’s profound contribution. Culminating in FDR’s New Deal, Machine Made reveals how Tammany Hall “changed the role of government—for the better to millions of disenfranchised recent American arrivals” (New York Observer).




The Shame of the Cities


Book Description




The Shame of the Nation


Book Description

Since the early 1980s, when the federal courts began dismantling the landmark ruling in Brown v. Board of Education, segregation of black children has reverted to its highest level since 1968. In many inner-city schools, a stick-and-carrot method of behavioral control traditionally used in prisons is now used with students. Meanwhile, as high-stakes testing takes on pathological and punitive dimensions, liberal education has been increasingly replaced by culturally barren and robotic methods of instruction that would be rejected out of hand by schools that serve the mainstream of society. Filled with the passionate voices of children, principals, and teachers, and some of the most revered leaders in the black community, The Shame of the Nation pays tribute to those undefeated educators who persist against the odds, but directly challenges the chilling practices now being forced upon our urban systems. In their place, Kozol offers a humane, dramatic challenge to our nation to fulfill at last the promise made some 50 years ago to all our youngest citizens.