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.

Smart Mobs: The Next Social Revolution


Howard Rheingold - 2002
    The coming wave, says Rheingold, is the result of super-efficient mobile communications-cellular phones, personal digital assistants, and wireless-paging and Internet-access devices that will allow us to connect with anyone, anywhere, anytime. From the amusing ("Lovegetty" devices in Japan that light up when a person with the right date-potential characteristics appears in the vicinity) to the extraordinary (the overthrow of a repressive regime in the Philippines by political activists who mobilized by forwarding text messages via cell phones), Rheingold gives examples of the fundamentally new ways in which people are already engaging in group or collective action. He also considers the dark side of this phenomenon, such as the coordination of terrorist cells, threats to privacy, and the ability to incite violent behavior. Applying insights from sociology, artificial intelligence, engineering, and anthropology, Rheingold offers a penetrating perspective on the brave new convergence of pop culture, cutting-edge technology, and social activism. At the same time, he reminds us that, as with other technological revolutions, the real impact of mobile communications will come not from the technology itself but from how people use it, resist it, adapt to it, and ultimately use it to transform themselves, their communities, and their institutions.

Fulfillment: Winning and Losing in One-Click America


Alec MacGillis - 2021
    . . It takes a skillful journalist to weave data and anecdotes together so effectively." —Carolyn Kellogg, Los Angeles TimesAn award-winning journalist investigates Amazon’s impact on the wealth and poverty of towns and cities across the United States.In 1937, the famed writer and activist Upton Sinclair published a novel bearing the subtitle A Story of Ford-America. He blasted the callousness of a company worth “a billion dollars” that underpaid its workers while forcing them to engage in repetitive and sometimes dangerous assembly line labor. Eighty-three years later, the market capitalization of Amazon.com has exceeded one trillion dollars, while the value of the Ford Motor Company hovers around thirty billion. We have, it seems, entered the age of one-click America—and as the coronavirus makes Americans more dependent on online shopping, its sway will only intensify.Alec MacGillis’s Fulfillment is not another inside account or exposé of our most conspicuously dominant company. Rather, it is a literary investigation of the America that falls within that company’s growing shadow. As MacGillis shows, Amazon’s sprawling network of delivery hubs, data centers, and corporate campuses epitomizes a land where winner and loser cities and regions are drifting steadily apart, the civic fabric is unraveling, and work has become increasingly rudimentary and isolated.Ranging across the country, MacGillis tells the stories of those who’ve thrived and struggled to thrive in this rapidly changing environment. In Seattle, high-paid workers in new office towers displace a historic black neighborhood. In suburban Virginia, homeowners try to protect their neighborhood from the environmental impact of a new data center. Meanwhile, in El Paso, small office supply firms seek to weather Amazon’s takeover of government procurement, and in Baltimore a warehouse supplants a fabled steel plant. Fulfillment also shows how Amazon has become a force in Washington, D.C., ushering readers through a revolving door for lobbyists and government contractors and into CEO Jeff Bezos’s lavish Kalorama mansion.With empathy and breadth, MacGillis demonstrates the hidden human costs of the other inequality—not the growing gap between rich and poor, but the gap between the country’s winning and losing regions. The result is an intimate account of contemporary capitalism: its drive to innovate, its dark, pitiless magic, its remaking of America with every click.

The Paradox of Choice: Why More Is Less


Barry Schwartz - 2004
    Whether we're buying a pair of jeans, ordering a cup of coffee, selecting a long-distance carrier, applying to college, choosing a doctor, or setting up a 401K, everyday decisions have become increasingly complex due to the overwhelming abundance of choice with which we are presented. In The Paradox of Choice, Barry Schwartz explains why too much of a good thing has proven detrimental to our psychological and emotional well-being. In accessible, engaging, and anecdotal prose, Schwartz explains how a culture that thrives on the availability of constantly evolving options can also foster profound dissatisfaction and self-blame in individuals, which can lead to a paralysis in decision making and, in some cases, depression. With the latest studies on how we make choices in our personal and professional lives, Schwartz offers practical advice on how to focus on the right choices, and how to derive greater satisfaction from choices that we do make.

How to Have Impossible Conversations: A Very Practical Guide


Peter Boghossian - 2019
    Whether you're online, in a classroom, an office, a town hall—or just hoping to get through a family dinner with a stubborn relative—dialogue shuts down when perspectives clash. Heated debates often lead to insults and shaming, blocking any possibility of productive discourse. Everyone seems to be on a hair trigger.In How to Have Impossible Conversations, Peter Boghossian and James Lindsay guide you through the straightforward, practical, conversational techniques necessary for every successful conversation—whether the issue is climate change, religious faith, gender identity, race, poverty, immigration, or gun control. Boghossian and Lindsay teach the subtle art of instilling doubts and opening minds. They cover everything from learning the fundamentals for good conversations to achieving expert-level techniques to deal with hardliners and extremists. This book is the manual everyone needs to foster a climate of civility, connection, and empathy."This is a self-help book on how to argue effectively, conciliate, and gently persuade. The authors admit to getting it wrong in their own past conversations. One by one, I recognize the same mistakes in me. The world would be a better place if everyone read this book."  —Richard Dawkins, author of Science in the Soul and Outgrowing God

A Lot of People Are Saying: The New Conspiracism and the Assault on Democracy


Russell Muirhead - 2019
    But conspiracists today have introduced something new--conspiracy without theory. And the new conspiracism has moved from the fringes to the heart of government with the election of Donald Trump. In A Lot of People Are Saying, Russell Muirhead and Nancy Rosenblum show how the new conspiracism differs from classic conspiracy theory, why so few officials speak truth to conspiracy, and what needs to be done to resist it.Classic conspiracy theory insists that things are not what they seem and gathers evidence--especially facts ominously withheld by official sources--to tease out secret machinations. The new conspiracism is different. There is no demand for evidence, no dots revealed to form a pattern, no close examination of shadowy plotters. Dispensing with the burden of explanation, the new conspiracism imposes its own reality through repetition (exemplified by the Trump catchphrase "a lot of people are saying") and bare assertion ("rigged!").The new conspiracism targets democratic foundations--political parties and knowledge-producing institutions. It makes it more difficult to argue, persuade, negotiate, compromise, and even to disagree. Ultimately, it delegitimates democracy.Filled with vivid examples, A Lot of People Are Saying diagnoses a defining and disorienting feature of today's politics and offers a guide to responding to the threat.

Superforecasting: The Art and Science of Prediction


Philip E. Tetlock - 2015
    Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts’ predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight, and Tetlock has spent the past decade trying to figure out why. What makes some people so good? And can this talent be taught?   In Superforecasting, Tetlock and coauthor Dan Gardner offer a masterwork on prediction, drawing on decades of research and the results of a massive, government-funded forecasting tournament. The Good Judgment Project involves tens of thousands of ordinary people—including a Brooklyn filmmaker, a retired pipe installer, and a former ballroom dancer—who set out to forecast global events. Some of the volunteers have turned out to be astonishingly good. They’ve beaten other benchmarks, competitors, and prediction markets. They’ve even beaten the collective judgment of intelligence analysts with access to classified information. They are "superforecasters."   In this groundbreaking and accessible book, Tetlock and Gardner show us how we can learn from this elite group. Weaving together stories of forecasting successes (the raid on Osama bin Laden’s compound) and failures (the Bay of Pigs) and interviews with a range of high-level decision makers, from David Petraeus to Robert Rubin, they show that good forecasting doesn’t require powerful computers or arcane methods. It involves gathering evidence from a variety of sources, thinking probabilistically, working in teams, keeping score, and being willing to admit error and change course. Superforecasting offers the first demonstrably effective way to improve our ability to predict the future—whether in business, finance, politics, international affairs, or daily life—and is destined to become a modern classic.

The Truth about Lies: The Illusion of Honesty and the Evolution of Deceit


Aja Raden - 2021
    Probably a lot. We're always stunned when we realize we've been deceived. We can't believe we were fooled: What was I thinking? How could I have believed that?We always wonder why we believed the lie. But have you ever wondered why you believe the truth? People tell you the truth all the time, and you believe them; and if, at some later point, you're confronted with evidence that the story you believed was indeed true, you never wonder why you believed it in the first place. In this incisive and insightful taxonomy of lies and liars, New York Times bestselling author Aja Raden makes the surprising claim that maybe you should.Buttressed by history, psychology, and science, The Truth About Lies is both an eye-opening primer on con-artistry--from pyramid schemes to shell games, forgery to hoaxes--and also a telescopic view of society through the mechanics of belief: why we lie, why we believe, and how, if at all, the acts differ. Through wild tales of cons and marks, Raden examines not only how lies actually work, but also why they work, from the evolutionary function of deception to what it reveals about our own.In her previous book, Stoned, Raden asked, "What makes a thing valuable?" In The Truth About Lies, she asks "What makes a thing real?" With cutting wit and a deft touch, Raden untangles the relationship of truth to lie, belief to faith, and deception to propaganda.The Truth About Lies will change everything you thought you knew about what you know, and whether you ever really know it.

How to Fly a Horse: The Secret History of Creation, Invention, and Discovery


Kevin Ashton - 2014
    Now, in a tour-de-force narrative twenty years in the making, Ashton leads us on a journey through humanity’s greatest creations to uncover the surprising truth behind who creates and how they do it. From the crystallographer’s laboratory where the secrets of DNA were first revealed by a long forgotten woman, to the electromagnetic chamber where the stealth bomber was born on a twenty-five-cent bet, to the Ohio bicycle shop where the Wright brothers set out to “fly a horse,” Ashton showcases the seemingly unremarkable individuals, gradual steps, multiple failures, and countless ordinary and usually uncredited acts that lead to our most astounding breakthroughs.Creators, he shows, apply in particular ways the everyday, ordinary thinking of which we are all capable, taking thousands of small steps and working in an endless loop of problem and solution. He examines why innovators meet resistance and how they overcome it, why most organizations stifle creative people, and how the most creative organizations work. Drawing on examples from art, science, business, and invention, from Mozart to the Muppets, Archimedes to Apple, Kandinsky to a can of Coke, How to Fly a Horse is a passionate and immensely rewarding exploration of how “new” comes to be.

Wanting: The Power of Mimetic Desire in Everyday Life


Luke Burgis - 2021
    It's responsible for bringing groups of people together and pulling them apart, making certain goals attractive to some and not to others, and fueling cycles of anxiety and conflict. In Wanting, Luke Burgis draws on the work of French polymath René Girard to bring this hidden force to light and reveals how it shapes our lives and societies.According to Girard, humans don't desire anything independently. Human desire is mimetic – we imitate what other people want. This affects the way we choose partners, friends, careers, clothes, and vacation destinations. Mimetic desire is responsible for the formation of our very identities. It explains the enduring relevancy of Shakespeare's plays, why Peter Thiel decided to be the first investor in Facebook, and why our world is growing more divided as it becomes more connected.Wanting also shows that conflict does not arise because of our differences--it comes from our sameness. Because we learn to want what other people want, we often end up competing for the same things. Ignoring our large similarities, we cling to our perceived differences.Drawing on his experience as an entrepreneur, teacher, and student of classical philosophy and theology, Burgis shares tactics that help turn blind wanting into intentional wanting – not by trying to rid ourselves of desire, but by desiring differently. It's possible to be more in control of the things we want, to achieve more independence from trends and bubbles, and to find more meaning in our work and lives.The future will be shaped by our desires. Wanting shows us how to desire a better one.

Narconomics: How to Run a Drug Cartel


Tom Wainwright - 2016
    From creating brand value to fine-tuning customer service, the folks running cartels have been attentive students of the strategy and tactics used by corporations such as Walmart, McDonald's, and Coca-Cola.     And what can government learn to combat this scourge? By analyzing the cartels as companies, law enforcers might better understand how they work—and stop throwing away 100 billion a year in a futile effort to win the “war” against this global, highly organized business.     Your intrepid guide to the most exotic and brutal industry on earth is Tom Wainwright. Picking his way through Andean cocaine fields, Central American prisons, Colorado pot shops, and the online drug dens of the Dark Web, Wainwright provides a fresh, innovative look into the drug trade and its 250 million customers.     The cast of characters includes “Bin Laden,” the Bolivian coca guide; “Old Lin,” the Salvadoran gang leader; “Starboy,” the millionaire New Zealand pill maker; and a cozy Mexican grandmother who cooks blueberry pancakes while plotting murder. Along with presidents, cops, and teenage hitmen, they explain such matters as the business purpose for head-to-toe tattoos, how gangs decide whether to compete or collude, and why cartels care a surprising amount about corporate social responsibility.More than just an investigation of how drug cartels do business, Narconomics is also a blueprint for how to defeat them.

Entitled: How Male Privilege Hurts Women


Kate Manne - 2020
    Ranging widely across the culture, from Harvey Weinstein and the Brett Kavanaugh hearings to “Cat Person” and the political misfortunes of Elizabeth Warren, Manne’s book shows how privileged men’s sense of entitlement—to sex, yes, but more insidiously to admiration, care, bodily autonomy, knowledge, and power—is a pervasive social problem with often devastating consequences.In clear, lucid prose, Manne argues that male entitlement can explain a wide array of phenomena, from mansplaining and the undertreatment of women’s pain to mass shootings by incels and the seemingly intractable notion that women are “unelectable.” Moreover, Manne implicates each of us in toxic masculinity: It’s not just a product of a few bad actors; it’s something we all perpetuate, conditioned as we are by the social and cultural mores of our time. The only way to combat it, she says, is to expose the flaws in our default modes of thought while enabling women to take up space, say their piece, and muster resistance to the entitled attitudes of the men around them.With wit and intellectual fierceness, Manne sheds new light on gender and power and offers a vision of a world in which women are just as entitled as men to our collective care and concern.

Tribe: On Homecoming and Belonging


Sebastian Junger - 2016
    These are the very same behaviors that typify good soldiering and foster a sense of belonging among troops, whether they’re fighting on the front lines or engaged in non-combat activities away from the action. Drawing from history, psychology, and anthropology, bestselling author Sebastian Junger shows us just how at odds the structure of modern society is with our tribal instincts, arguing that the difficulties many veterans face upon returning home from war do not stem entirely from the trauma they’ve suffered, but also from the individualist societies they must reintegrate into.A 2011 study by the Canadian Forces and Statistics Canada reveals that 78 percent of military suicides from 1972 to the end of 2006 involved veterans. Though these numbers present an implicit call to action, the government is only just taking steps now to address the problems veterans face when they return home. But can the government ever truly eliminate the challenges faced by returning veterans? Or is the problem deeper, woven into the very fabric of our modern existence? Perhaps our circumstances are not so bleak, and simply understanding that beneath our modern guises we all belong to one tribe or another would help us face not just the problems of our nation but of our individual lives as well.Well-researched and compellingly written, this timely look at how veterans react to coming home will reconceive our approach to veteran’s affairs and help us to repair our current social dynamic.

Saving Capitalism: For the Many, Not the Few


Robert B. Reich - 2004
    Reich, and now he reveals the cycles of power and influence that have perpetuated a new American oligarchy, a shrinking middle class, and the greatest income inequality and wealth disparity in eighty years. He makes clear how centrally problematic our veneration of the "free market" is, and how it has masked the power of the moneyed interests to tilt the market to their benefit. He exposes the falsehoods that have been bolstered by the corruption of our democracy by big corporations and the revolving door between Washington and Wall Street-- that all workers are paid what they're "worth," a higher minimum wage equals fewer jobs, corporations must serve shareholders before employees. Ever the pragmatist, Reich sees hope for reversing our slide toward inequality and diminished opportunity by shoring up the countervailing power of everyone else. Here is a revelatory indictment of our economic status quo and an empowering call to civic action.

Stuff: Compulsive Hoarding and the Meaning of Things


Randy O. Frost - 2010
    Now they explore the compulsion through a series of compelling case studies in the vein of Oliver Sacks. With vivid portraits that show us the traits by which you can identify a hoarder's piles on sofas and beds that make the furniture useless, houses that can be navigated only by following small paths called goat trails, vast piles of paper that the hoarders "churn" but never discard, even collections of animals and garbage; Frost and Steketee illuminate the pull that possessions exert on all of us. Whether we're savers, collectors, or compulsive cleaners, very few of us are in fact free of the impulses that drive hoarders to the extremes in which they live. For all of us with complicated relationships to our things, Stuff answers the question of what happens when our stuff starts to own us.