Book picks similar to
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech by Sara Wachter-Boettcher
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Hit Makers: The Science of Popularity in an Age of Distraction
Derek Thompson - 2017
Each blockbuster has a secret history--of power, influence, dark broadcasters, and passionate cults that turn some new products into cultural phenomena. Even the most brilliant ideas wither in obscurity if they fail to connect with the right network, and the consumers that matter most aren't the early adopters, but rather their friends, followers, and imitators -- the audience of your audience.In his groundbreaking investigation, Atlantic senior editor Derek Thompson uncovers the hidden psychology of why we like what we like and reveals the economics of cultural markets that invisibly shape our lives. Shattering the sentimental myths of hit-making that dominate pop culture and business, Thompson shows quality is insufficient for success, nobody has "good taste," and some of the most popular products in history were one bad break away from utter failure. It may be a new world, but there are some enduring truths to what audiences and consumers want. People love a familiar surprise: a product that is bold, yet sneakily recognizable.Every business, every artist, every person looking to promote themselves and their work wants to know what makes some works so successful while others disappear. Hit Makers is a magical mystery tour through the last century of pop culture blockbusters and the most valuable currency of the twenty-first century--people's attention.From the dawn of impressionist art to the future of Facebook, from small Etsy designers to the origin of Star Wars, Derek Thompson leaves no pet rock unturned to tell the fascinating story of how culture happens and why things become popular.In Hit Makers, Derek Thompson investigates: - The secret link between ESPN's sticky programming and the The Weeknd's catchy choruses - Why Facebook is the world's most important modern newspaper - How advertising critics predicted Donald Trump - The 5th grader who accidentally launched "Rock Around the Clock," the biggest hit in rock and roll history - How Barack Obama and his speechwriters think of themselves as songwriters - How Disney conquered the world--but the future of hits belongs to savvy amateurs and individuals - The French collector who accidentally created the Impressionist canon - Quantitative evidence that the biggest music hits aren't always the best - Why almost all Hollywood blockbusters are sequels, reboots, and adaptations - Why one year--1991--is responsible for the way pop music sounds today - Why another year --1932--created the business model of film - How data scientists proved that "going viral" is a myth - How 19th century immigration patterns explain the most heard song in the Western Hemisphere
Uncanny Valley: A Memoir
Anna Wiener - 2020
She moved from New York to San Francisco, where she landed at a big-data startup in the heart of the Silicon Valley bubble: a world of surreal extravagance, dubious success, and fresh-faced entrepreneurs hell-bent on domination, glory, and, of course, progress.Anna arrived amidst a massive cultural shift, as the tech industry rapidly transformed into a locus of wealth and power rivaling Wall Street. But amid the company ski vacations and in-office speakeasies, boyish camaraderie and ride-or-die corporate fealty, a new Silicon Valley began to emerge: one in far over its head, one that enriched itself at the expense of the idyllic future it claimed to be building.Part coming-age-story, part portrait of an already-bygone era, Anna Wiener’s memoir is a rare first-person glimpse into high-flying, reckless startup culture at a time of unchecked ambition, unregulated surveillance, wild fortune, and accelerating political power. With wit, candor, and heart, Anna deftly charts the tech industry’s shift from self-appointed world savior to democracy-endangering liability, alongside a personal narrative of aspiration, ambivalence, and disillusionment.Unsparing and incisive, Uncanny Valley is a cautionary tale, and a revelatory interrogation of a world reckoning with consequences its unwitting designers are only beginning to understand.
The Information: A History, a Theory, a Flood
James Gleick - 2011
The story of information begins in a time profoundly unlike our own, when every thought and utterance vanishes as soon as it is born. From the invention of scripts and alphabets to the long-misunderstood talking drums of Africa, Gleick tells the story of information technologies that changed the very nature of human consciousness. He provides portraits of the key figures contributing to the inexorable development of our modern understanding of information: Charles Babbage, the idiosyncratic inventor of the first great mechanical computer; Ada Byron, the brilliant and doomed daughter of the poet, who became the first true programmer; pivotal figures like Samuel Morse and Alan Turing; and Claude Shannon, the creator of information theory itself. And then the information age arrives. Citizens of this world become experts willy-nilly: aficionados of bits and bytes. And we sometimes feel we are drowning, swept by a deluge of signs and signals, news and images, blogs and tweets. The Information is the story of how we got here and where we are heading.
The Alignment Problem: Machine Learning and Human Values
Brian Christian - 2020
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.
Blindspot: Hidden Biases of Good People
Mahzarin R. Banaji - 2013
Banaji and Anthony G. Greenwald as they explore the hidden biases we all carry from a lifetime of exposure to cultural attitudes about age, gender, race, ethnicity, religion, social class, sexuality, disability status, and nationality.“Blindspot” is the authors’ metaphor for the portion of the mind that houses hidden biases. Writing with simplicity and verve, Banaji and Greenwald question the extent to which our perceptions of social groups—without our awareness or conscious control—shape our likes and dislikes and our judgments about people’s character, abilities, and potential.In Blindspot, the authors reveal hidden biases based on their experience with the Implicit Association Test, a method that has revolutionized the way scientists learn about the human mind and that gives us a glimpse into what lies within the metaphoric blindspot.The title’s “good people” are those of us who strive to align our behavior with our intentions. The aim of Blindspot is to explain the science in plain enough language to help well-intentioned people achieve that alignment. By gaining awareness, we can adapt beliefs and behavior and “outsmart the machine” in our heads so we can be fairer to those around us. Venturing into this book is an invitation to understand our own minds.Brilliant, authoritative, and utterly accessible, Blindspot is a book that will challenge and change readers for years to come.Praise for Blindspot “Conversational . . . easy to read, and best of all, it has the potential, at least, to change the way you think about yourself.”—Leonard Mlodinow, The New York Review of Books “Accessible and authoritative . . . While we may not have much power to eradicate our own prejudices, we can counteract them. The first step is to turn a hidden bias into a visible one. . . . What if we’re not the magnanimous people we think we are?”—The Washington Post “Banaji and Greenwald deserve a major award for writing such a lively and engaging book that conveys an important message: Mental processes that we are not aware of can affect what we think and what we do. Blindspot is one of the most illuminating books ever written on this topic.”—Elizabeth F. Loftus, Ph.D., distinguished professor, University of California, Irvine; past president, Association for Psychological Science; author of Eyewitness Testimony “A wonderfully cogent, socially relevant, and engaging book that helps us think smarter and more humanely. This is psychological science at its best, by two of its shining stars.”—David G. Myers, professor, Hope College, and author of Intuition: Its Powers and Perils “[The authors’] work has revolutionized social psychology, proving that—unconsciously—people are affected by dangerous stereotypes.”—Psychology Today“An accessible and persuasive account of the causes of stereotyping and discrimination . . . Banaji and Greenwald will keep even nonpsychology students engaged with plenty of self-examinations and compelling elucidations of case studies and experiments.”—Publishers Weekly “A stimulating treatment that should help readers deal with irrational biases that they would otherwise consciously reject.”—Kirkus Reviews
In the Plex: How Google Thinks, Works, and Shapes Our Lives
Steven Levy - 2011
How has Google done it? Veteran technology reporter Steven Levy was granted unprecedented access to the company, and in this revelatory book he takes readers inside Google headquarters—the Googleplex—to show how Google works.While they were still students at Stanford, Google cofounders Larry Page and Sergey Brin revolutionized Internet search. They followed this brilliant innovation with another, as two of Google’s earliest employees found a way to do what no one else had: make billions of dollars from Internet advertising. With this cash cow, Google was able to expand dramatically and take on other transformative projects: more efficient data centers, open-source cell phones, free Internet video (YouTube), cloud computing, digitizing books, and much more.The key to Google’s success in all these businesses, Levy reveals, is its engineering mind-set and adoption of such Internet values as speed, openness, experimentation, and risk taking. After its unapologetically elitist approach to hiring, Google pampers its engineers—free food and dry cleaning, on-site doctors and masseuses—and gives them all the resources they need to succeed. Even today, with a workforce of more than 23,000, Larry Page signs off on every hire.But has Google lost its innovative edge? With its newest initiative, social networking, Google is chasing a successful competitor for the first time. Some employees are leaving the company for smaller, nimbler start-ups. Can the company that famously decided not to be evil still compete?No other book has ever turned Google inside out as Levy does with In the Plex.
Women Don't Ask: Negotiation and the Gender Divide
Linda Babcock - 2003
The women just don't ask. It turns out that whether they want higher salaries or more help at home, women often find it hard to ask. Sometimes they don't know that change is possible--they don't know that they can ask. Sometimes they fear that asking may damage a relationship. And sometimes they don't ask because they've learned that society can react badly to women asserting their own needs and desires.By looking at the barriers holding women back and the social forces constraining them, Women Don't Ask shows women how to reframe their interactions and more accurately evaluate their opportunities. It teaches them how to ask for what they want in ways that feel comfortable and possible, taking into account the impact of asking on their relationships. And it teaches all of us how to recognize the ways in which our institutions, child-rearing practices, and unspoken assumptions perpetuate inequalities--inequalities that are not only fundamentally unfair but also inefficient and economically unsound.With women's progress toward full economic and social equality stalled, women's lives becoming increasingly complex, and the structures of businesses changing, the ability to negotiate is no longer a luxury but a necessity. Drawing on research in psychology, sociology, economics, and organizational behavior as well as dozens of interviews with men and women from all walks of life, Women Don't Ask is the first book to identify the dramatic difference between men and women in their propensity to negotiate for what they want. It tells women how to ask, and why they should.
The Address Book: What Street Addresses Reveal About Identity, Race, Wealth, and Power
Deirdre Mask - 2020
But street addresses were not invented to help you find your way; they were created to find you. In many parts of the world, your address can reveal your race and class.In this wide-ranging and remarkable book, Deirdre Mask looks at the fate of streets named after Martin Luther King Jr., the wayfinding means of ancient Romans, and how Nazis haunt the streets of modern Germany. The flipside of having an address is not having one, and we also see what that means for millions of people today, including those who live in the slums of Kolkata and on the streets of London. Filled with fascinating people and histories, The Address Book illuminates the complex and sometimes hidden stories behind street names and their power to name, to hide, to decide who counts, who doesn’t―and why.
Storytelling with Data: A Data Visualization Guide for Business Professionals
Cole Nussbaumer Knaflic - 2015
You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!
Whistling Vivaldi: And Other Clues to How Stereotypes Affect Us
Claude M. Steele - 2010
Steele’s conclusions shed new light on a host of American social phenomena, from the racial and gender gaps in standardized test scores to the belief in the superior athletic prowess of black men. Steele explicates the dilemmas that arise in every American’s life around issues of identity, from the white student whose grades drop steadily in his African American Studies class to the female engineering students deciding whether or not to attend predominantly male professional conferences. Whistling Vivaldi offers insight into how we form our senses of identity and ultimately lays out a plan for mitigating the negative effects of “stereotype threat” and reshaping American identities.
Quit Like a Woman: The Radical Choice to Not Drink in a Culture Obsessed with Alcohol
Holly Whitaker - 2019
Either way, it will save your life.”—Melissa Hartwig Urban, Whole30 co-founder and CEOWe live in a world obsessed with drinking. We drink at baby showers and work events, brunch and book club, graduations and funerals. Yet no one ever questions alcohol’s ubiquity—in fact, the only thing ever questioned is why someone doesn’t drink. It is a qualifier for belonging and if you don’t imbibe, you are considered an anomaly. As a society, we are obsessed with health and wellness, yet we uphold alcohol as some kind of magic elixir, though it is anything but.When Holly Whitaker decided to seek help after one too many benders, she embarked on a journey that led not only to her own sobriety, but revealed the insidious role alcohol plays in our society and in the lives of women in particular. What’s more, she could not ignore the ways that alcohol companies were targeting women, just as the tobacco industry had successfully done generations before. Fueled by her own emerging feminism, she also realized that the predominant systems of recovery are archaic, patriarchal, and ineffective for the unique needs of women and other historically oppressed people—who don’t need to lose their egos and surrender to a male concept of God, as the tenets of Alcoholics Anonymous state, but who need to cultivate a deeper understanding of their own identities and take control of their lives. When Holly found an alternate way out of her own addiction, she felt a calling to create a sober community with resources for anyone questioning their relationship with drinking, so that they might find their way as well. Her resultant feminine-centric recovery program focuses on getting at the root causes that lead people to overindulge and provides the tools necessary to break the cycle of addiction, showing us what is possible when we remove alcohol and destroy our belief system around it.Written in a relatable voice that is honest and witty, Quit Like a Woman is at once a groundbreaking look at drinking culture and a road map to cutting out alcohol in order to live our best lives without the crutch of intoxication. You will never look at drinking the same way again.
Palaces for the People: How Social Infrastructure Can Help Fight Inequality, Polarization, and the Decline of Civic Life
Eric Klinenberg - 2018
We are living in a time of deep divisions. Americans are sorting themselves along racial, religious, and cultural lines, leading to a level of polarization that the country hasn't seen since the Civil War. Pundits and politicians are calling for us to come together, to find common purpose. But how, exactly, can this be done?In Palaces for the People, Eric Klinenberg suggests a way forward. He believes that the future of democratic societies rests not simply on shared values but on shared spaces: the libraries, childcare centers, bookstores, churches, synagogues, and parks where crucial, sometimes life-saving connections, are formed. These are places where people gather and linger, making friends across group lines and strengthening the entire community. Klinenberg calls this the "social infrastructure" When it is strong, neighborhoods flourish; when it is neglected, as it has been in recent years, families and individuals must fend for themselves.Klinenberg takes us around the globe--from a floating school in Bangladesh to an arts incubator in Chicago, from a soccer pitch in Queens to an evangelical church in Houston--to show how social infrastructure is helping to solve some of our most pressing challenges: isolation, crime, education, addiction, political polarization, and even climate change.Richly reported, elegantly written, and ultimately uplifting, Palaces for the People urges us to acknowledge the crucial role these spaces play in civic life. Our social infrastructure could be the key to bridging our seemingly unbridgeable divides--and safeguarding democracy.
Trainwreck: The Women We Love to Hate, Mock, and Fear... and Why
Sady Doyle - 2016
She’s Britney Spears shaving her head, Whitney Houston saying, “crack is whack,” and Amy Winehouse, dying in front of millions. But the trainwreck is also as old (and as meaningful) as feminism itself. From Mary Wollstonecraft—who, for decades after her death, was more famous for her illegitimate child and suicide attempts than for A Vindication of the Rights of Woman—to Charlotte Brontë, Billie Holiday, Sylvia Plath, and even Hillary Clinton, Sady Doyle’s Trainwreck dissects a centuries-old phenomenon and asks what it means now, in a time when we have unprecedented access to celebrities and civilians alike, and when women are pushing harder than ever against the boundaries of what it means to “behave.” Where did these women come from? What are their crimes? And what does it mean for the rest of us? For an age when any form of self-expression can be the one that ends you, Sady Doyle’s book is as fierce and intelligent as it is funny and compassionate—an essential, timely, feminist anatomy of the female trainwreck.
The Culture Map: Breaking Through the Invisible Boundaries of Global Business
Erin Meyer - 2014
Renowned expert Erin Meyer is your guide through this subtle, sometimes treacherous terrain where people from starkly different backgrounds are expected to work harmoniously together.When you have Americans who precede anything negative with three nice comments; French, Dutch, Israelis, and Germans who get straight to the point (“your presentation was simply awful”); Latin Americans and Asians who are steeped in hierarchy; Scandinavians who think the best boss is just one of the crowd—the result can be, well, sometimes interesting, even funny, but often disastrous.Even with English as a global language, it’s easy to fall into cultural traps that endanger careers and sink deals when, say, a Brazilian manager tries to fathom how his Chinese suppliers really get things done, or an American team leader tries to get a handle on the intra-team dynamics between his Russian and Indian team members.In The Culture Map, Erin Meyer provides a field-tested model for decoding how cultural differences impact international business. She combines a smart analytical framework with practical, actionable advice for succeeding in a global world.
Digital Minimalism: Choosing a Focused Life in a Noisy World
Cal Newport - 2019
Digital minimalism applies this idea to our personal technology. It's the key to living a focused life in an increasingly noisy world.In this timely and enlightening book, the bestselling author of Deep Work introduces a philosophy for technology use that has already improved countless lives.Digital minimalists are all around us. They're the calm, happy people who can hold long conversations without furtive glances at their phones. They can get lost in a good book, a woodworking project, or a leisurely morning run. They can have fun with friends and family without the obsessive urge to document the experience. They stay informed about the news of the day, but don't feel overwhelmed by it. They don't experience "fear of missing out" because they already know which activities provide them meaning and satisfaction.Now, Newport gives us a name for this quiet movement, and makes a persuasive case for its urgency in our tech-saturated world. Common sense tips, like turning off notifications, or occasional rituals like observing a digital sabbath, don't go far enough in helping us take back control of our technological lives, and attempts to unplug completely are complicated by the demands of family, friends and work. What we need instead is a thoughtful method to decide what tools to use, for what purposes, and under what conditions.Drawing on a diverse array of real-life examples, from Amish farmers to harried parents to Silicon Valley programmers, Newport identifies the common practices of digital minimalists and the ideas that underpin them. He shows how digital minimalists are rethinking their relationship to social media, rediscovering the pleasures of the offline world, and reconnecting with their inner selves through regular periods of solitude. He then shares strategies for integrating these practices into your life, starting with a thirty-day "digital declutter" process that has already helped thousands feel less overwhelmed and more in control.Technology is intrinsically neither good nor bad. The key is using it to support your goals and values, rather than letting it use you. This book shows the way.