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.

The Two-Income Trap: Why Middle-Class Mothers and Fathers Are Going Broke


Elizabeth Warren - 2003
    Although this social revolution created a firestorm of controversy, no one questioned the idea that women's involvement in the workforce was certain to improve families' financial lot. Until now.In this brilliantly argued book, Harvard Law School bankruptcy expert Elizabeth Warren and business consultant Amelia Tyagi show that today's middle-class parents are suffering from an unprecedented and totally unexpected economic meltdown. Astonishingly, sending mothers to work has made families more vulnerable than ever before. Today's two-income family earns 75% more money than its single-income counterpart of a generation ago, but actually has less discretionary income once their fixed monthly bills are paid.How did this happen? Warren and Tyagi provide convincing evidence that the culprit is not "overconsumption," as many critics have charged. Instead, they point to the ferocious bidding war for housing and education that has quietly engulfed America's suburbs. Stay-at-home mothers once provided a financial safety net if disaster struck; their move into the workforce has left today's families chillingly at risk. The authors show why the usual remedies--child-support enforcement, subsidized daycare, and higher salaries for women--won't solve the problem, and propose a set of innovative solutions, from rate caps on credit cards to open-access public schools, to restore security to the middle class.

Fast Food Nation: The Dark Side of the All-American Meal


Eric Schlosser - 2001
    That's a lengthy list of charges, but here Eric Schlosser makes them stick with an artful mix of first-rate reportage, wry wit, and careful reasoning.Schlosser's myth-shattering survey stretches from California's subdivisions where the business was born to the industrial corridor along the New Jersey Turnpike where many fast food's flavors are concocted. Along the way, he unearths a trove of fascinating, unsettling truths -- from the unholy alliance between fast food and Hollywood to the seismic changes the industry has wrought in food production, popular culture, and even real estate. (back cover)

The Shallows: What the Internet Is Doing to Our Brains


Nicholas Carr - 2010
    He also crystallized one of the most important debates of our time: As we enjoy the Net’s bounties, are we sacrificing our ability to read and think deeply?Now, Carr expands his argument into the most compelling exploration of the Internet’s intellectual and cultural consequences yet published. As he describes how human thought has been shaped through the centuries by “tools of the mind”—from the alphabet to maps, to the printing press, the clock, and the computer—Carr interweaves a fascinating account of recent discoveries in neuroscience by such pioneers as Michael Merzenich and Eric Kandel. Our brains, the historical and scientific evidence reveals, change in response to our experiences. The technologies we use to find, store, and share information can literally reroute our neural pathways.Building on the insights of thinkers from Plato to McLuhan, Carr makes a convincing case that every information technology carries an intellectual ethic—a set of assumptions about the nature of knowledge and intelligence. He explains how the printed book served to focus our attention, promoting deep and creative thought. In stark contrast, the Internet encourages the rapid, distracted sampling of small bits of information from many sources. Its ethic is that of the industrialist, an ethic of speed and efficiency, of optimized production and consumption—and now the Net is remaking us in its own image. We are becoming ever more adept at scanning and skimming, but what we are losing is our capacity for concentration, contemplation, and reflection.Part intellectual history, part popular science, and part cultural criticism, The Shallows sparkles with memorable vignettes—Friedrich Nietzsche wrestling with a typewriter, Sigmund Freud dissecting the brains of sea creatures, Nathaniel Hawthorne contemplating the thunderous approach of a steam locomotive—even as it plumbs profound questions about the state of our modern psyche. This is a book that will forever alter the way we think about media and our minds.

Kids These Days: Human Capital and the Making of Millennials


Malcolm Harris - 2017
    An Australian millionaire says Millennials could all afford homes if we'd just give up avocado toast. Thanks, millionaire. This Millennial is here to prove them all wrong.Millennials have been stereotyped as lazy, entitled, narcissistic, and immature. We've gotten so used to sloppy generational analysis filled with dumb clichés about young people that we've lost sight of what really unites Millennials. Namely:-We are the most educated and hard-working generation in American history.-We poured historic and insane amounts of time and money into preparing ourselves for the 21st century labor market.- We have been taught to consider working for free (homework, internships) a privilege for our own benefit.- We are poorer, more medicated, and more precariously employed than our parents, grandparents, even our great grandparents, with less of a social safety net to boot. Kids These Days, is about why. In brilliant, crackling prose, early Wall Street occupier Malcolm Harris gets mercilessly real about our maligned birth cohort. Examining trends like runaway student debt, the rise of the intern, mass incarceration, social media, and more, Harris gives us a portrait of what it means to be young in America today that will wake you up and piss you off. Millennials were the first generation raised explicitly as investments, Harris argues, and in Kids These Days he dares us to confront and take charge of the consequences now that we are grown up.

The Soul of America: The Battle for Our Better Angels


Jon Meacham - 2018
    Painting surprising portraits of Lincoln and other presidents, including Ulysses S. Grant, Theodore Roosevelt, Woodrow Wilson, Franklin D. Roosevelt, Harry S. Truman, Dwight Eisenhower, and Lyndon B. Johnson, and illuminating the courage of such influential citizen activists as Martin Luther King Jr., early suffragettes Alice Paul and Carrie Chapman Catt, civil rights pioneers Rosa Parks and John Lewis, First Lady Eleanor Roosevelt, and Army-McCarthy hearings lawyer Joseph N. Welch, Meacham brings vividly to life turning points in American history.He writes about the Civil War, Reconstruction, and the birth of the Lost Cause; the backlash against immigrants in the First World War and the resurgence of the Ku Klux Klan in the 1920s; the fight for women's rights; the demagoguery of Huey Long and Father Coughlin and the isolationist work of America First in the years before World War II; the anti-Communist witch hunts led by Senator Joseph McCarthy; and Lyndon Johnson's crusade against Jim Crow. Each of these dramatic hours in our national life have been shaped by the contest to lead the country to look forward rather than back, to assert hope over fear — a struggle that continues even now.While the American story has not always — or even often — been heroic, we have been sustained by a belief in progress even in the gloomiest of times. In this inspiring book, Meacham reassures us, "The good news is that we have come through such darkness before" — as, time and again, Lincoln's better angels have found a way to prevail.

Them: Adventures with Extremists


Jon Ronson - 2001
    In Them, journalist Jon Ronson has joined the extremists to track down the fabled secret room.As a journalist and a Jew, Ronson was often considered one of "Them" but he had no idea if their meetings actually took place. Was he just not invited? Them takes us across three continents and into the secret room. Along the way he meets Omar Bakri Mohammed, considered one of the most dangerous men in Great Britain, PR-savvy Ku Klux Klan Grand Wizard Thom Robb, and the survivors of Ruby Ridge. He is chased by men in dark glasses and unmasked as a Jew in the middle of a Jihad training camp. In the forests of northern California he even witnesses CEOs and leading politicians -- like Dick Cheney and George Bush -- undertake a bizarre owl ritual.Ronson's investigations, by turns creepy and comical, reveal some alarming things about the looking-glass world of "us" and "them." Them is a deep and fascinating look at the lives and minds of extremists. Are the extremists onto something? Or is Jon Ronson becoming one of them?

The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism


Jeremy Rifkin - 2014
    (Marginal cost is the cost of producing additional units of a good or service, if fixed costs are not counted.) While economists have always welcomed a reduction in marginal cost, they never anticipated the possibility of a technological revolution that might bring marginal costs to near zero, making goods and services priceless, nearly free, and abundant, and no longer subject to market forces.Now, a formidable new technology infrastructure—the Internet of things (IoT)—is emerging with the potential of pushing large segments of economic life to near zero marginal cost in the years ahead. Rifkin describes how the Communication Internet is converging with a nascent Energy Internet and Logistics Internet to create a new technology platform that connects everything and everyone. Billions of sensors are being attached to natural resources, production lines, the electricity grid, logistics networks, recycling flows, and implanted in homes, offices, stores, vehicles, and even human beings, feeding Big Data into an IoT global neural network. Prosumers can connect to the network and use Big Data, analytics, and algorithms to accelerate efficiency, dramatically increase productivity, and lower the marginal cost of producing and sharing a wide range of products and services to near zero, just like they now do with information goods.The plummeting of marginal costs is spawning a hybrid economy—part capitalist market and part Collaborative Commons—with far reaching implications for society, according to Rifkin. Hundreds of millions of people are already transferring parts of their economic lives to the global Collaborative Commons. Prosumers are plugging into the fledgling IoT and making and sharing their own information, entertainment, green energy, and 3D-printed products at near zero marginal cost. They are also sharing cars, homes, clothes and other items via social media sites, rentals, redistribution clubs, and cooperatives at low or near zero marginal cost. Students are enrolling in free massive open online courses (MOOCs) that operate at near zero marginal cost. Social entrepreneurs are even bypassing the banking establishment and using crowdfunding to finance startup businesses as well as creating alternative currencies in the fledgling sharing economy. In this new world, social capital is as important as financial capital, access trumps ownership, sustainability supersedes consumerism, cooperation ousts competition, and "exchange value" in the capitalist marketplace is increasingly replaced by "sharable value" on the Collaborative Commons.Rifkin concludes that capitalism will remain with us, albeit in an increasingly streamlined role, primarily as an aggregator of network services and solutions, allowing it to flourish as a powerful niche player in the coming era. We are, however, says Rifkin, entering a world beyond markets where we are learning how to live together in an increasingly interdependent global Collaborative Commons.

Who Owns the Future?


Jaron Lanier - 2013
    Who Owns the Future? is his visionary reckoning with the most urgent economic and social trend of our age: the poisonous concentration of money and power in our digital networks.Lanier has predicted how technology will transform our humanity for decades, and his insight has never been more urgently needed. He shows how Siren Servers, which exploit big data and the free sharing of information, led our economy into recession, imperiled personal privacy, and hollowed out the middle class. The networks that define our world—including social media, financial institutions, and intelligence agencies—now threaten to destroy it.But there is an alternative. In this provocative, poetic, and deeply humane book, Lanier charts a path toward a brighter future: an information economy that rewards ordinary people for what they do and share on the web.

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.

Tales of Two Americas: Stories of Inequality in a Divided Nation


John Freeman - 2017
    You don't need a fistful of statistics to know this. Visit any city, and evidence of our shattered social compact will present itself. From Appalachia to the Rust Belt and down to rural Texas, the gap between the wealthiest and the poorest stretches to unimaginable chasms. Whether the cause of this inequality is systemic injustice, the entrenchment of racism in our culture, the long war on drugs, or immigration policies, it endangers not only the American Dream but our very lives.In Tales of Two Americas, some of the literary world's most exciting writers look beyond numbers and wages to convey what it feels like to live in this divided nation. Their extraordinarily powerful stories, essays, and poems demonstrate how boundaries break down when experiences are shared, and that in sharing our stories we can help to alleviate a suffering that touches so many people.

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.

Cubed: A Secret History of the Workplace


Nikil Saval - 2010
    From "Bartleby the Scrivener" to The Office, from the steno pool to the open-plan cubicle farm, Cubed is a fascinating, often funny, and sometimes disturbing anatomy of the white-collar world and how it came to be the way it is—and what it might become.In the mid-nineteenth century clerks worked in small, dank spaces called “counting-houses.” These were all-male enclaves, where work was just paperwork. Most Americans considered clerks to be questionable dandies, who didn’t do “real work.” But the joke was on them: as the great historical shifts from agricultural to industrial economies took place, and then from industrial to information economies, the organization of the workplace evolved along with them—and the clerks took over. Offices became rationalized, designed for both greater efficiency in the accomplishments of clerical work and the enhancement of worker productivity. Women entered the office by the millions, and revolutionized the social world from within. Skyscrapers filled with office space came to tower over cities everywhere. Cubed opens our eyes to what is a truly "secret history" of changes so obvious and ubiquitous that we've hardly noticed them. From the wood-paneled executive suite to the advent of the cubicles where 60% of Americans now work (and 93% of them dislike it) to a not-too-distant future where we might work anywhere at any time (and perhaps all the time), Cubed excavates from popular books, movies, comic strips (Dilbert!), and a vast amount of management literature and business history, the reasons why our workplaces are the way they are—and how they might be better.

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.

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies


Erik Brynjolfsson - 2014
    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.