The Signal and the Noise: Why So Many Predictions Fail—But Some Don't


Nate Silver - 2012
    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.

Propaganda


Edward L. Bernays - 1928
    Those who manipulate this unseen mechanism of society constitute an invisible government which is the true ruling power of our country.”—Edward Bernays, PropagandaA seminal and controversial figure in the history of political thought and public relations, Edward Bernays (1891–1995), pioneered the scientific technique of shaping and manipulating public opinion, which he famously dubbed “engineering of consent.” During World War I, he was an integral part of the U.S. Committee on Public Information (CPI), a powerful propaganda apparatus that was mobilized to package, advertise and sell the war to the American people as one that would “Make the World Safe for Democracy.” The CPI would become the blueprint in which marketing strategies for future wars would be based upon.Bernays applied the techniques he had learned in the CPI and, incorporating some of the ideas of Walter Lipmann, became an outspoken proponent of propaganda as a tool for democratic and corporate manipulation of the population. His 1928 bombshell Propaganda lays out his eerily prescient vision for using propaganda to regiment the collective mind in a variety of areas, including government, politics, art, science and education. To read this book today is to frightfully comprehend what our contemporary institutions of government and business have become in regards to organized manipulation of the masses.This is the first reprint of Propaganda in over 30 years and features an introduction by Mark Crispin Miller, author of The Bush Dyslexicon: Observations on a National Disorder.

Brotopia: Breaking Up the Boys' Club of Silicon Valley


Emily Chang - 2018
    It's a "Brotopia," where men hold all the cards and make all the rules. Vastly outnumbered, women face toxic workplaces rife with discrimination and sexual harassment, where investors take meetings in hot tubs and network at sex parties.In this powerful exposé, Bloomberg TV journalist Emily Chang reveals how Silicon Valley got so sexist despite its utopian ideals, why bro culture endures despite decades of companies claiming the moral high ground (Don't Be Evil! Connect the World!)--and how women are finally starting to speak out and fight back.Drawing on her deep network of Silicon Valley insiders, Chang opens the boardroom doors of male-dominated venture capital firms like Kleiner Perkins, the subject of Ellen Pao's high-profile gender discrimination lawsuit, and Sequoia, where a partner once famously said they "won't lower their standards" just to hire women. Interviews with Facebook COO Sheryl Sandberg, YouTube CEO Susan Wojcicki, and former Yahoo! CEO Marissa Mayer--who got their start at Google, where just one in five engineers is a woman--reveal just how hard it is to crack the Silicon Ceiling. And Chang shows how women such as former Uber engineer Susan Fowler, entrepreneur Niniane Wang, and game developer Brianna Wu, have risked their careers and sometimes their lives to pave a way for other women.Silicon Valley's aggressive, misogynistic, work-at-all costs culture has shut women out of the greatest wealth creation in the history of the world. It's time to break up the boys' club. Emily Chang shows us how to fix this toxic culture--to bring down Brotopia, once and for all.

The Big Nine: How the Tech Titans and Their Thinking Machines Could Warp Humanity


Amy Webb - 2019
    We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we -- the everyday people whose data powers AI -- aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into -- one largely free from regulation or oversight. The big nine corporations -- Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI -- the people working on the system, their motivations, the technology itself -- is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which defy human logic. The big nine corporations may be inadvertently building and enabling vast arrays of intelligent systems that don't share our motivations, desires, or hopes for the future of humanity. Much more than a passionate, human-centered call-to-arms, this book delivers a strategy for changing course, and provides a path for liberating us from algorithmic decision-makers and powerful corporations.

Anatomy of the State


Murray N. Rothbard - 1974
    Following Franz Oppenheimer and Albert Jay Nock, Rothbard regards the state as a predatory entity. It does not produce anything but rather steals resources from those engaged in production. In applying this view to American history, Rothbard makes use of the work of John C. Calhoun.How can an organization of this type sustain itself? It must engage in propaganda to induce popular support for its policies. Court intellectuals play a key role here, and Rothbard cites as an example of ideological mystification the work of the influential legal theorist Charles Black, Jr., on the way the Supreme Court has become a revered institution.

Smarter Than You Think: How Technology is Changing Our Minds for the Better


Clive Thompson - 2013
    But is it for the better? Amid a chorus of doomsayers, Clive Thompson delivers a resounding "yes." The Internet age has produced a radical new style of human intelligence, worthy of both celebration and analysis. We learn more and retain it longer, write and think with global audiences, and even gain an ESP-like awareness of the world around us. Modern technology is making us smarter, better connected, and often deeper—both as individuals and as a society. In Smarter Than You Think Thompson shows that every technological innovation—from the written word to the printing press to the telegraph—has provoked the very same anxieties that plague us today. We panic that life will never be the same, that our attentions are eroding, that culture is being trivialized. But as in the past, we adapt—learning to use the new and retaining what’s good of the old. Thompson introduces us to a cast of extraordinary characters who augment their minds in inventive ways. There's the seventy-six-year old millionaire who digitally records his every waking moment—giving him instant recall of the events and ideas of his life, even going back decades. There's a group of courageous Chinese students who mounted an online movement that shut down a $1.6 billion toxic copper plant. There are experts and there are amateurs, including a global set of gamers who took a puzzle that had baffled HIV scientists for a decade—and solved it collaboratively in only one month. Smarter Than You Think isn't just about pioneers. It's about everyday users of technology and how our digital tools—from Google to Twitter to Facebook and smartphones—are giving us new ways to learn, talk, and share our ideas. Thompson harnesses the latest discoveries in social science to explore how digital technology taps into our long-standing habits of mind—pushing them in powerful new directions. Our thinking will continue to evolve as newer tools enter our lives. Smarter Than You Think embraces and extols this transformation, presenting an exciting vision of the present and the future.

Twitter and Tear Gas: The Power and Fragility of Networked Protest


Zeynep Tufekci - 2017
    An incisive observer, writer, and participant in today’s social movements, Zeynep Tufekci explains in this accessible and compelling book the nuanced trajectories of modern protests—how they form, how they operate differently from past protests, and why they have difficulty persisting in their long-term quests for change.   Tufekci speaks from direct experience, combining on-the-ground interviews with insightful analysis. She describes how the internet helped the Zapatista uprisings in Mexico, the necessity of remote Twitter users to organize medical supplies during Arab Spring, the refusal to use bullhorns in the Occupy Movement that started in New York, and the empowering effect of tear gas in Istanbul’s Gezi Park. These details from life inside social movements complete a moving investigation of authority, technology, and culture—and offer essential insights into the future of governance.From New York Times opinion columnist Zeynep Tufekci, an firsthand account and incisive analysis of the role of social media in modern protest“[Tufekci’s] personal experience in the squares and streets, melded with her scholarly insights on technology and communication platforms, makes [this] such an unusual and illuminating work.”—Carlos Lozada, Washington Post “Twitter and Tear Gas is packed with evidence on how social media has changed social movements, based on rigorous research and placed in historical context.”—Hannah Kuchler, Financial Times

Scale: The Universal Laws of Growth, Innovation, Sustainability, and the Pace of Life in Organisms, Cities, Economies, and Companies


Geoffrey B. West - 2017
    The term “complexity” can be misleading, however, because what makes West’s discoveries so beautiful is that he has found an underlying simplicity that unites the seemingly complex and diverse phenomena of living systems, including our bodies, our cities and our businesses. Fascinated by issues of aging and mortality, West applied the rigor of a physicist to the biological question of why we live as long as we do and no longer. The result was astonishing, and changed science, creating a new understanding of energy use and metabolism: West found that despite the riotous diversity in the sizes of mammals, they are all, to a large degree, scaled versions of each other. If you know the size of a mammal, you can use scaling laws to learn everything from how much food it eats per day, what its heart-rate is, how long it will take to mature, its lifespan, and so on. Furthermore, the efficiency of the mammal’s circulatory systems scales up precisely based on weight: if you compare a mouse, a human and an elephant on a logarithmic graph, you find with every doubling of average weight, a species gets 25% more efficient—and lives 25% longer. This speaks to everything from how long we can expect to live to how many hours of sleep we need. Fundamentally, he has proven, the issue has to do with the fractal geometry of the networks that supply energy and remove waste from the organism's body. West's work has been game-changing for biologists, but then he made the even bolder move of exploring his work's applicability to cities. Cities, too, are constellations of networks and laws of scalability relate with eerie precision to them. For every doubling in a city's size, the city needs 15% less road, electrical wire, and gas stations to support the same population. More amazingly, for every doubling in size, cities produce 15% more patents and more wealth, as well as 15% more crime and disease. This broad pattern lays the groundwork for a new science of cities. Recently, West has applied his revolutionary work on cities and biological life to the business world. This investigation has led to powerful insights into why some companies thrive while others fail. The implications of these discoveries are far-reaching, and are just beginning to be explored. Scale is a thrilling scientific adventure story about the elemental natural laws that bind us together in simple but profound ways. Through the brilliant mind of Geoffrey West, we can envision how cities, companies and biological life alike are dancing to the same simple, powerful tune, however diverse and unrelated they are to each other.From the Hardcover edition.

Dream Hoarders: How the American Upper Middle Class Is Leaving Everyone Else in the Dust, Why That Is a Problem, and What to Do About It


Richard V. Reeves - 2017
    But the most important, consequential, and widening gap in American society is between the upper middle class and everyone else.Reeves defines the upper middle class as those whose incomes are in the top 20 percent of American society. Income is not the only way to measure a society, but in a market economy it is crucial because access to money generally determines who gets the best quality education, housing, health care, and other necessary goods and services.As Reeves shows, the growing separation between the upper middle class and everyone else can be seen in family structure, neighborhoods, attitudes, and lifestyle. Those at the top of the income ladder are becoming more effective at passing on their status to their children, reducing overall social mobility. The result is not just an economic divide but a fracturing of American society along class lines. Upper-middle-class children become upper-middle-class adults.These trends matter because the separation and perpetuation of the upper middle class corrode prospects for more progressive approaches to policy. Various forms of “opportunity hoarding” among the upper middle class make it harder for others to rise up to the top rung. Examples include zoning laws and schooling, occupational licensing, college application procedures, and the allocation of internships. Upper-middle-class opportunity hoarding, Reeves argues, results in a less competitive economy as well as a less open society.Inequality is inevitable and can even be good, within limits. But Reeves argues that society can take effective action to reduce opportunity hoarding and thus promote broader opportunity. This fascinating book shows how American society has become the very class-defined society that earlier Americans rebelled against—and what can be done to restore a more equitable society.

The Once and Future Liberal: After Identity Politics


Mark Lilla - 2017
    Although there have been Democrats in the White House, and some notable policy achievements, for nearly 40 years the vision that Ronald Reagan offered—small government, lower taxes, and self-reliant individualism—has remained the country’s dominant political ideology. And the Democratic Party has offered no convincing competing vision in response.Instead, as Lilla argues, American liberalism fell under the spell of identity politics, with disastrous consequences. Driven originally by a sincere desire to protect the most vulnerable Americans, the left has now unwittingly balkanized the electorate, encouraged self-absorption rather than solidarity, and invested its energies in social movements rather than in party politics. With dire consequences. Lilla goes on to show how the left’s identity-focused individualism insidiously conspired with the amoral economic individualism of the Reaganite right to shape an electorate with little sense of a shared future and near-contempt for the idea of the common good. In the contest for the American imagination, liberals have abdicated.Now they have an opportunity to reset. The left is motivated, and the Republican Party, led by an unpredictable demagogue, is in ideological disarray. To seize this opportunity, Lilla insists, liberals must concentrate their efforts on recapturing our institutions by winning elections. The time for hectoring is over. It is time to reach out and start persuading people from every walk of life and in every region of the country that liberals will stand up for them. We must appeal to – but also help to rebuild –  a sense of common feeling among Americans, and a sense of duty to each other.A fiercely-argued, no-nonsense book, enlivened by Lilla’s acerbic wit and erudition, The Once and Future Liberal is essential reading for our momentous times.

Capitalist Realism: Is There No Alternative?


Mark Fisher - 2009
    What effects has this “capitalist realism” had on work, culture, education and mental health? Is it possible to imagine an alternative to capitalism that is not some throwback to discredited models of state control?

The Information Diet: A Case for Conscious Consumption


Clay A. Johnson - 2011
    Not eating, but gorging on information ceaselessly spewed from the screens and speakers we hold dear. Just as we have grown morbidly obese on sugar, fat, and flour—so, too, have we become gluttons for texts, instant messages, emails, RSS feeds, downloads, videos, status updates, and tweets.We're all battling a storm of distractions, buffeted with notifications and tempted by tasty tidbits of information. And just as too much junk food can lead to obesity, too much junk information can lead to cluelessness. The Information Diet shows you how to thrive in this information glut—what to look for, what to avoid, and how to be selective. In the process, author Clay Johnson explains the role information has played throughout history, and why following his prescribed diet is essential for everyone who strives to be smart, productive, and sane.In The Information Diet, you will:Discover why eminent scholars are worried about our state of attention and general intelligenceExamine how today’s media—Big Info—give us exactly what we want: content that confirms our beliefsLearn to take steps to develop data literacy, attention fitness, and a healthy sense of humorBecome engaged in the economics of information by learning how to reward good information providersJust like a normal, healthy food diet, The Information Diet is not about consuming less—it’s about finding a healthy balance that works for you

The Clash of Civilizations and the Remaking of World Order


Samuel P. Huntington - 1996
    The Clash of Civilizations and the Remaking of World Order is one of the most important books to have emerged since the end of the Cold War." --HENRY A. KISSINGERBased on the author's seminal article in Foreign Affairs, Samuel P. Huntington's The Clash of Civilizations and the Remaking of World Order is a provocative and prescient analysis of the state of world politics after the fall of communism. In this incisive work, the renowned political scientist explains how "civilizations" have replaced nations and ideologies as the driving force in global politics today and offers a brilliant analysis of the current climate and future possibilities of our world's volatile political culture."An intellectual tour de force: bold, imaginative, and provocative. A seminal work that will revolutionize our understanding of international affairs." --ZBIGNIEW BRZEZINSKI"The book is studded with insights, flashes of rare brilliance, great learning, and in particular, an ability to see the familiar in a new and provocative way." --MICHAEL ELLIOTT, THE WASHINGTON POST BOOK WORLD"A benchmark for informed speculation on those always fascinating questions: Just where are we in history? What hidden hand is controlling our destiny?...A searching reflection on our global state." --RICHARD BERNSTEIN, THE NEW YORK TIMES"This is what is so stunning about The Clash of Civilizations: It is not just about the future, but may actually help to shape it." --WANG GUNGWU, THE NATIONAL INTEREST

Cypherpunks: Freedom and the Future of the Internet


Julian Assange - 2012
    Julian Assange, the editor-in-chief of and visionary behind WikiLeaks, has been a leading voice in the cypherpunk movement since its inception in the 1980s.Now, in what is sure to be a wave-making new book, Assange brings together a small group of cutting-edge thinkers and activists from the front line of the battle for cyber-space to discuss whether electronic communications will emancipate or enslave us. Among the topics addressed are: Do Facebook and Google constitute "the greatest surveillance machine that ever existed," perpetually tracking our location, our contacts and our lives? Far from being victims of that surveillance, are most of us willing collaborators? Are there legitimate forms of surveillance, for instance in relation to the "Four Horsemen of the Infopocalypse" (money laundering, drugs, terrorism and pornography)? And do we have the ability, through conscious action and technological savvy, to resist this tide and secure a world where freedom is something which the Internet helps bring about?The harassment of WikiLeaks and other Internet activists, together with attempts to introduce anti-file sharing legislation such as SOPA and ACTA, indicate that the politics of the Internet have reached a crossroads. In one direction lies a future that guarantees, in the watchwords of the cypherpunks, "privacy for the weak and transparency for the powerful"; in the other lies an Internet that allows government and large corporations to discover ever more about internet users while hiding their own activities. Assange and his co-discussants unpick the complex issues surrounding this crucial choice with clarity and engaging enthusiasm.

The Future of Capitalism: Facing the New Anxieties


Paul Collier - 2018
    As these divides deepen, we have lost the sense of ethical obligation to others that was crucial to the rise of post-war social democracy. So far these rifts have been answered only by the revivalist ideologies of populism and socialism, leading to the seismic upheavals of Trump, Brexit, and the return of the far-right in Germany. We have heard many critiques of capitalism but no one has laid out a realistic way to fix it, until now.In a passionate and polemical book, celebrated economist Paul Collier outlines brilliantly original and ethical ways of healing these rifts—economic, social and cultural—with the cool head of pragmatism, rather than the fervor of ideological revivalism. He reveals how he has personally lived across these three divides, moving from working-class Sheffield to hyper-competitive Oxford, and working between Britain and Africa, and acknowledges some of the failings of his profession.Drawing on his own solutions as well as ideas from some of the world’s most distinguished social scientists, he shows us how to save capitalism from itself—and free ourselves from the intellectual baggage of the twentieth century.