Invisible Women: Data Bias in a World Designed for Men


Caroline Criado Pérez - 2019
    From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.Celebrated feminist advocate Caroline Criado Perez investigates the shocking root cause of gender inequality and research in Invisible Women​, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.

Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy


Cathy O'Neil - 2016
    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.

Algorithms of Oppression: How Search Engines Reinforce Racism


Safiya Umoja Noble - 2018
    But, if you type in "white girls," the results are radically different. The suggested porn sites and un-moderated discussions about "why black women are so sassy" or "why black women are so angry" presents a disturbing portrait of black womanhood in modern society.In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination is a real social problem; Noble argues that the combination of private interests in promoting certain sites, along with the monopoly status of a relatively small number of Internet search engines, leads to a biased set of search algorithms that privilege whiteness and discriminate against people of color, specifically women of color.Through an analysis of textual and media searches as well as extensive research on paid online advertising, Noble exposes a culture of racism and sexism in the way discoverability is created online. As search engines and their related companies grow in importance - operating as a source for email, a major vehicle for primary and secondary school learning, and beyond - understanding and reversing these disquieting trends and discriminatory practices is of utmost importance.An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding of how racism is created, maintained, and disseminated in the 21st century.

Feminist Fight Club: An Office Survival Manual for a Sexist Workplace


Jessica Bennett - 2016
    Every month, the women would huddle in a friend’s apartment to share sexist job frustrations and trade tips for how best to tackle them. Once upon a time, you might have called them a consciousness-raising group. But the problems of today’s working world are more subtle, less pronounced, harder to identify—and, if Ellen Pao is any indication, harder to prove—than those of their foremothers. These women weren’t just there to vent. They needed battle tactics. And so the fight club was born.Hard-hitting and entertaining, Feminist Fight Club blends personal stories with research, statistics, infographics, and no-bullsh*t expert advice. Bennett offers a new vocabulary for the sexist workplace archetypes women encounter everyday—such as the Manterrupter who talks over female colleagues in meetings or the Himitator who appropriates their ideas—and provides practical hacks for navigating other gender landmines in today’s working world. With original illustrations, Feminist Mad Libs, a Negotiation Cheat Sheet, as well as fascinating historical research and a kit for “How to Start Your Own Club,” Feminist Fight Club tackles both the external (sexist) and internal (self-sabotaging) behaviors that plague today’s women—as well as the system that perpetuates them.

The Inevitable: Understanding the 12 Technological Forces That Will Shape Our Future


Kevin Kelly - 2016
    In this fascinating, provocative new book, Kevin Kelly provides an optimistic road map for the future, showing how the coming changes in our lives—from virtual reality in the home to an on-demand economy to artificial intelligence embedded in everything we manufacture—can be understood as the result of a few long-term, accelerating forces. Kelly both describes these deep trends—flowing, screening, accessing, sharing, filtering, remixing, tracking, and questioning—and demonstrates how they overlap and are codependent on one another. These larger forces will completely revolutionize the way we buy, work, learn, and communicate with each other. By understanding and embracing them, says Kelly, it will be easier for us to remain on top of the coming wave of changes and to arrange our day-to-day relationships with technology in ways that bring forth maximum benefits. Kelly’s bright, hopeful book will be indispensable to anyone who seeks guidance on where their business, industry, or life is heading—what to invent, where to work, in what to invest, how to better reach customers, and what to begin to put into place—as this new world emerges.

Reset: My Fight for Inclusion and Lasting Change


Ellen Pao - 2017
    Pao sued a powerhouse Silicon Valley venture capital firm, calling out workplace discrimination and retaliation against women and other underrepresented groups. Her suit rocked the tech world--and exposed its toxic culture and its homogeneity. Her message overcame negative PR attacks that took aim at her professional conduct and her personal life, and she won widespread public support--Time hailed her as "the face of change." Though Pao lost her suit, she revolutionized the conversation at tech offices, in the media, and around the world. In Reset, she tells her full story for the first time.The daughter of immigrants, Pao was taught that through hard work she could achieve her dreams. She earned multiple Ivy League degrees, worked at top startups, and in 2005 was recruited by Kleiner Perkins, arguably the world's leading venture capital firm at the time. In many ways, she did everything right, and yet she and other women and people of color were excluded from success--cut out of decisive meetings and email discussions, uninvited to CEO dinners and lavish networking trips, and had their work undercut or appropriated by male executives. It was time for a system reset.After Kleiner, Pao became CEO of reddit, where she took forceful action to change the status quo for the company and its product. She banned revenge porn and unauthorized nude photos--an action other large media sites later followed--and shut down parts of reddit over online harassment. She and seven other women tech leaders formed Project Include, an award-winning nonprofit for accelerating diversity and inclusion in tech. In her book, Pao shines a light on troubling issues that plague today's workplace and lays out practical, inspiring, and achievable goals for a better future.Ellen K. Pao's Reset is a rallying cry--the story of a whistleblower who aims to empower everyone struggling to be heard, in Silicon Valley and beyond.

Rage Becomes Her: The Power of Women's Anger


Soraya Chemaly - 2018
    Too sensitive, or not sensitive enough. Too dowdy or too made-up. Too big or too thin. Sluts or prudes. We are harassed, told we are asking for it, and asked if it would kill us to smile. Yes, yes it would.Contrary to the rhetoric of popular “self-help” and an entire lifetime of being told otherwise, our rage is one of the most important resources we have, our sharpest tool against both personal and political oppression. We’ve been told for so long to bottle up our anger, letting it corrode our bodies and minds in ways we don’t even realize. Yet our anger is a vital instrument, our radar for injustice and a catalyst for change. On the flip side, the societal and cultural belittlement of our anger is a cunning way of limiting and controlling our power.We are so often told to resist our rage or punished for justifiably expressing it, yet how many remarkable achievements in this world would never have gotten off the ground without the kernel of anger that fueled them? Rage Becomes Her makes the case that anger is not what gets in our way, it is our way, sparking a new understanding of one of our core emotions that will give women a liberating sense of why their anger matters and connect them to an entire universe of women no longer interested in making nice at all costs.Following in the footsteps of classic feminist manifestos like The Feminine Mystique and Our Bodies, Ourselves, Rage Becomes Her is an eye-opening book for the twenty-first century woman: an engaging, accessible credo offering us the tools to re-understand our anger and harness its power to create lasting positive change.

Work Won't Love You Back: How Devotion to Our Jobs Keeps Us Exploited, Exhausted, and Alone


Sarah Jaffe - 2021
     You're told that if you "do what you love, you'll never work a day in your life." Whether it's working for "exposure" and "experience," or enduring poor treatment in the name of "being part of the family," all employees are pushed to make sacrifices for the privilege of being able to do what we love.In Work Won't Love You Back, Sarah Jaffe, a preeminent voice on labor, inequality, and social movements, examines this "labor of love" myth -- the idea that certain work is not really work, and therefore should be done out of passion instead of pay. Told through the lives and experiences of workers in various industries -- from the unpaid intern, to the overworked nurse, to the nonprofit worker and even the professional athlete -- Jaffe reveals how all of us have been tricked into buying into a new tyranny of work. As Jaffe argues, understanding the trap of the labor of love will empower us to work less and demand what our work is worth. And once freed from those binds, we can finally figure out what actually gives us joy, pleasure, and satisfaction.

Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech


Sara Wachter-Boettcher - 2017
    But few of us realize just how many oversights, biases, and downright ethical nightmares are baked inside the tech products we use every day. It’s time we change that.In Technically Wrong, Sara Wachter-Boettcher demystifies the tech industry, leaving those of us on the other side of the screen better prepared to make informed choices about the services we use—and to demand more from the companies behind them.

All the Single Ladies: Unmarried Women and the Rise of an Independent Nation


Rebecca Traister - 2016
    It was the year the proportion of American women who were married dropped below fifty percent; and the median age of first marriages, which had remained between twenty and twenty-two years old for nearly a century (1890–1980), had risen dramatically to twenty-seven. But over the course of her vast research and more than a hundred interviews with academics and social scientists and prominent single women, Traister discovered a startling truth: The phenomenon of the single woman in America is not a new one. And historically, when women were given options beyond early heterosexual marriage, the results were massive social change—temperance, abolition, secondary education, and more. Today, only twenty percent of Americans are married by age twenty-nine, compared to nearly sixty percent in 1960.

Lab Rats: How Silicon Valley Made Work Miserable for the Rest of Us


Dan Lyons - 2018
    Why did work become so miserable? Who is responsible? And does any company have a model for doing it right?For two years, Lyons ventured in search of answers. From the innovation-crazed headquarters of the Ford Motor Company in Detroit, to a cult-like "Holocracy" workshop in San Francisco, and to corporate trainers who specialize in ... Legos, Lyons immersed himself in the often half-baked and frequently lucrative world of what passes for management science today. He shows how new tools, workplace practices, and business models championed by tech's empathy-impaired power brokers have shattered the social contract that once existed between companies and their employees. These dystopian beliefs--often masked by pithy slogans like "We're a Team, Not a Family"--have dire consequences: millions of workers who are subject to constant change, dehumanizing technologies--even health risks. A few companies, however, get it right. With Lab Rats, Lyons makes a passionate plea for business leaders to understand this dangerous transformation, showing how profit and happy employees can indeed coexist.

Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are


Seth Stephens-Davidowitz - 2017
    This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.

Broad Band: The Untold Story of the Women Who Made the Internet


Claire L. Evans - 2018
    But they've often been hidden in plain sight, their inventions and contributions touching our lives in ways we don't even realize.Author Claire L. Evans finally gives these unsung female heroes their due with her social history of the Broad Band, the women who made the internet what it is today. Learn from Ada Lovelace, the daughter of Lord Byron, who wove numbers into the first program for a mechanical computer in 1842. Seek inspiration from Grace Hopper, the tenacious mathematician who democratized computing by leading the charge for machine-independent programming languages after World War II. Meet Elizabeth "Jake" Feinler, the one-woman Google who kept the earliest version of the Internet online, and Stacy Horn, who ran one of the first-ever social networks on a shoestring out of her New York City apartment in the 1980s. Evans shows us how these women built and colored the technologies we can't imagine life without.Join the ranks of the pioneers who defied social convention and the longest odds to become database poets, information-wranglers, hypertext dreamers, and glass ceiling-shattering dot com-era entrepreneurs.

You Are Not a Gadget


Jaron Lanier - 2010
    Now, in his first book, written more than two decades after the web was created, Lanier offers this provocative and cautionary look at the way it is transforming our lives for better and for worse.The current design and function of the web have become so familiar that it is easy to forget that they grew out of programming decisions made decades ago. The web’s first designers made crucial choices (such as making one’s presence anonymous) that have had enormous—and often unintended—consequences. What’s more, these designs quickly became “locked in,” a permanent part of the web’s very structure. Lanier discusses the technical and cultural problems that can grow out of poorly considered digital design and warns that our financial markets and sites like Wikipedia, Facebook, and Twitter are elevating the “wisdom” of mobs and computer algorithms over the intelligence and judgment of individuals. Lanier also shows:How 1960s antigovernment paranoia influenced the design of the online world and enabled trolling and trivialization in online discourseHow file sharing is killing the artistic middle class;How a belief in a technological “rapture” motivates some of the most influential technologistsWhy a new humanistic technology is necessary. Controversial and fascinating, You Are Not a Gadget is a deeply felt defense of the individual from an author uniquely qualified to comment on the way technology interacts with our culture.

Inferior: How Science Got Women Wrong—and the New Research That's Rewriting the Story


Angela Saini - 2017
    But this is not the whole story.Shedding light on controversial research and investigating the ferocious gender wars in biology, psychology and anthropology, Angela Saini takes readers on an eye-opening journey to uncover how women are being rediscovered. She explores what these revelations mean for us as individuals and as a society, revealing an alternative view of science in which women are included, rather than excluded.