Calling Bullshit: The Art of Skepticism in a Data-Driven World


Carl T. Bergstrom - 2020
    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

Cradle to Cradle: Remaking the Way We Make Things


William McDonough - 2002
    But as architect William McDonough and chemist Michael Braungart point out in this provocative, visionary book, such an approach only perpetuates the one-way, "cradle to grave" manufacturing model, dating to the Industrial Revolution, that creates such fantastic amounts of waste and pollution in the first place. Why not challenge the belief that human industry must damage the natural world? In fact, why not take nature itself as our model for making things? A tree produces thousands of blossoms in order to create another tree, yet we consider its abundance not wasteful but safe, beautiful, and highly effective.Waste equals food. Guided by this principle, McDonough and Braungart explain how products can be designed from the outset so that, after their useful lives, they will provide nourishment for something new. They can be conceived as "biological nutrients" that will easily reenter the water or soil without depositing synthetic materials and toxins. Or they can be "technical nutrients" that will continually circulate as pure and valuable materials within closed-loop industrial cycles, rather than being "recycled" -- really, downcycled -- into low-grade materials and uses. Drawing on their experience in (re)designing everything from carpeting to corporate campuses, McDonough and Braungart make an exciting and viable case for putting eco-effectiveness into practice, and show how anyone involved with making anything can begin to do as well.

21 Lessons for the 21st Century


Yuval Noah Harari - 2018
    In Homo Deus, he looked to our future. Now, one of the most innovative thinkers on the planet turns to the present to make sense of today's most pressing issues.How do computers and robots change the meaning of being human? How do we deal with the epidemic of fake news? Are nations and religions still relevant? What should we teach our children?Yuval Noah Harari's 21 Lessons for the 21st Century is a probing and visionary investigation into today's most urgent issues as we move into the uncharted territory of the future. As technology advances faster than our understanding of it, hacking becomes a tactic of war, and the world feels more polarized than ever, Harari addresses the challenge of navigating life in the face of constant and disorienting change and raises the important questions we need to ask ourselves in order to survive.In twenty-one accessible chapters that are both provocative and profound, Harari builds on the ideas explored in his previous books, untangling political, technological, social, and existential issues and offering advice on how to prepare for a very different future from the world we now live in: How can we retain freedom of choice when Big Data is watching us? What will the future workforce look like, and how should we ready ourselves for it? How should we deal with the threat of terrorism? Why is liberal democracy in crisis?Harari's unique ability to make sense of where we have come from and where we are going has captured the imaginations of millions of readers. Here he invites us to consider values, meaning, and personal engagement in a world full of noise and uncertainty. When we are deluged with irrelevant information, clarity is power. Presenting complex contemporary challenges clearly and accessibly, 21 Lessons for the 21st Century is essential reading.

Squeezed: Why Our Families Can't Afford America


Alissa Quart - 2018
    Many realize that attaining the standard of living their parents managed has become impossible.Alissa Quart, executive editor of the Economic Hardship Reporting Project, examines the lives of many middle-class Americans who can now barely afford to raise children. Through gripping firsthand storytelling, Quart shows how our country has failed its families. Her subjects—from professors to lawyers to caregivers to nurses—have been wrung out by a system that doesn’t support them, and enriches only a tiny elite.Interlacing her own experience with close-up reporting on families that are just getting by, Quart reveals parenthood itself to be financially overwhelming, except for the wealthiest. She offers real solutions to these problems, including outlining necessary policy shifts, as well as detailing the DIY tactics some families are already putting into motion, and argues for the cultural reevaluation of parenthood and caregiving.Written in the spirit of Barbara Ehrenreich and Jennifer Senior, Squeezed is an eye-opening page-turner. Powerfully argued, deeply reported, and ultimately hopeful, it casts a bright, clarifying light on families struggling to thrive in an economy that holds too few options. It will make readers think differently about their lives and those of their neighbors.

Success and Luck: Good Fortune and the Myth of Meritocracy


Robert H. Frank - 2016
    As conservatives correctly observe, people who amass great fortunes are almost always talented and hardworking. But liberals are also correct to note that countless others have those same qualities yet never earn much. In recent years, social scientists have discovered that chance plays a much larger role in important life outcomes than most people imagine. In Success and Luck, bestselling author and New York Times economics columnist Robert Frank explores the surprising implications of those findings to show why the rich underestimate the importance of luck in success--and why that hurts everyone, even the wealthy.Frank describes how, in a world increasingly dominated by winner-take-all markets, chance opportunities and trivial initial advantages often translate into much larger ones--and enormous income differences--over time; how false beliefs about luck persist, despite compelling evidence against them; and how myths about personal success and luck shape individual and political choices in harmful ways.But, Frank argues, we could decrease the inequality driven by sheer luck by adopting simple, unintrusive policies that would free up trillions of dollars each year--more than enough to fix our crumbling infrastructure, expand healthcare coverage, fight global warming, and reduce poverty, all without requiring painful sacrifices from anyone. If this sounds implausible, you'll be surprised to discover that the solution requires only a few, noncontroversial steps.Compellingly readable, Success and Luck shows how a more accurate understanding of the role of chance in life could lead to better, richer, and fairer economies and societies.

American Nations: A History of the Eleven Rival Regional Cultures of North America


Colin Woodard - 2011
    North America was settled by people with distinct religious, political, and ethnographic characteristics, creating regional cultures that have been at odds with one another ever since. Subsequent immigrants didn't confront or assimilate into an "American" or "Canadian" culture, but rather into one of the eleven distinct regional ones that spread over the continent each staking out mutually exclusive territory.In American Nations, Colin Woodard leads us on a journey through the history of our fractured continent, and the rivalries and alliances between its component nations, which conform to neither state nor international boundaries. He illustrates and explains why "American" values vary sharply from one region to another. Woodard reveals how intranational differences have played a pivotal role at every point in the continent's history, from the American Revolution and the Civil War to the tumultuous sixties and the "blue county/red county" maps of recent presidential elections. American Nations is a revolutionary and revelatory take on America's myriad identities and how the conflicts between them have shaped our past and are molding our future.

The End of Alchemy: Money, Banking, and the Future of the Global Economy


Mervyn A. King - 2016
    We all sense that, but Mervyn King knows it firsthand; his ten years at the helm of the Bank of England, including at the height of the financial crisis, revealed profound truths about the mechanisms of our capitalist society. In The End of Alchemy he offers us an essential work about the history and future of money and banking, the keys to modern finance.The Industrial Revolution built the foundation of our modern capitalist age. Yet the flowering of technological innovations during that dynamic period relied on the widespread adoption of two much older ideas: the creation of paper money and the invention of banks that issued credit. We take these systems for granted today, yet at their core both ideas were revolutionary and almost magical. Common paper became as precious as gold, and risky long-term loans were transformed into safe short-term bank deposits. As King argues, this is financial alchemy—the creation of extraordinary financial powers that defy reality and common sense. Faith in these powers has led to huge benefits; the liquidity they create has fueled economic growth for two centuries now. However, they have also produced an unending string of economic disasters, from hyperinflations to banking collapses to the recent global recession and current stagnation.How do we reconcile the potent strengths of these ideas with their inherent weaknesses? King draws on his unique experience to present fresh interpretations of these economic forces and to point the way forward for the global economy. His bold solutions cut through current overstuffed and needlessly complex legislation to provide a clear path to durable prosperity and the end of overreliance on the alchemy of our financial ancestors.

Why We're Polarized


Ezra Klein - 2020
    Most Americans could agree that no candidate like Donald Trump had ever been elected President before. But political journalist Ezra Klein makes the case that the 2016 election wasn't surprising at all. In fact, Trump's electoral victory followed the exact same template as previous elections, by capturing a nearly identical percentage of voter demographics as previous Republican candidates.Over the past 50 years in America, our partisan identities have merged with our racial, religious, geographic, ideological, and cultural identities. Those merged identities have attained a weight that is breaking much in our politics and tearing at the bonds that hold this country together.In this groundbreaking book, Klein shows how and why American politics polarized around identity in the 20th century, and what that polarization did to the way we see the world and each other. And he traces the feedback loops between our polarized political identities and our polarized political institutions that are driving our political system towards crisis.Neither a polemic nor a lament, Klein offers a clear framework for understanding everything from Trump's rise to the Democratic Party's leftward shift to the politicization of everyday culture. A revelatory book that will change how you look at politics, and perhaps at yourself.

Governing the Commons: The Evolution of Institutions for Collective Action


Elinor Ostrom - 1990
    Both state control and privatization of resources have been advocated, but neither the state nor the market have been uniformly successful in solving common pool resource problems. After critiquing the foundations of policy analysis as applied to natural resources, Elinor Ostrom here provides a unique body of empirical data to explore conditions under which common pool resource problems have been satisfactorily or unsatisfactorily solved. Dr. Ostrom first describes three models most frequently used as the foundation for recommending state or market solutions. She then outlines theoretical and empirical alternatives to these models in order to illustrate the diversity of possible solutions. In the following chapters she uses institutional analysis to examine different ways--both successful and unsuccessful--of governing the commons. In contrast to the proposition of the tragedy of the commons argument, common pool problems sometimes are solved by voluntary organizations rather than by a coercive state. Among the cases considered are communal tenure in meadows and forests, irrigation communities and other water rights, and fisheries.

Makers and Takers: The Rise of Finance and the Fall of American Business


Rana Foroohar - 2016
    Many of us know that our government failed to fix the banking system after the subprime mortgage crisis. But what few of us realize is how the misguided financial practices and philosophies that nearly toppled the global financial system have come to infiltrate ALL American businesses,  putting us on a collision course for another cataclysmic meltdown. Drawing on in-depth reporting and exclusive interviews at the highest rungs of Wall Street and Washington, Time assistant managing editor and economic columnist Rana Foroohar shows how the “financialization of America” - the trend by which finance and its way of thinking have come to reign supreme - is perpetuating Wall Street's reign over Main Street, widening the gap between rich and poor, and threatening the future of the American Dream. Policy makers get caught up in the details of regulating “Too Big To Fail” banks, but the problems in our market system go much broader and deeper than that. Consider that: · Thanks to 40 years of policy changes and bad decisions, only about 15 % of all the money in our market system actually ends up in the real economy – the rest stays within the closed loop of finance itself. · The financial sector takes a quarter of all corporate profits in this country while creating only 4 % of American jobs. · The tax code continues to favor debt over equity, making it easier for companies to hoard cash overseas rather than reinvest it on our shores. · Our biggest and most profitable corporations are investing more money in stock buybacks than in research and innovation. · And, still, the majority of the financial regulations promised after the 2008 meltdown have yet come to pass, thanks to cozy relationship between our lawmakers and the country’s wealthiest financiers.       Exploring these forces, which have have led American businesses to favor balancing-sheet engineering over the actual kind and the pursuit of short-term corporate profits over job creation, Foroohar shows how financialization has so gravely harmed our society, and why reversing this trend is of grave importance to us all. Through colorful stories of both "Takers” and "Makers,” she’ll reveal how we change the system for a better and more sustainable shared economic future.

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 Four: The Hidden DNA of Amazon, Apple, Facebook, and Google


Scott Galloway - 2017
    Just about everyone thinks they know how they got there. Just about everyone is wrong. For all that's been written about the Four over the last two decades, no one has captured their power and staggering success as insightfully as Scott Galloway.Instead of buying the myths these compa-nies broadcast, Galloway asks fundamental questions. How did the Four infiltrate our lives so completely that they're almost impossible to avoid (or boycott)? Why does the stock market forgive them for sins that would destroy other firms? And as they race to become the world's first trillion-dollar company, can anyone chal-lenge them?In the same irreverent style that has made him one of the world's most celebrated business professors, Galloway deconstructs the strategies of the Four that lurk beneath their shiny veneers. He shows how they manipulate the fundamental emotional needs that have driven us since our ancestors lived in caves, at a speed and scope others can't match. And he reveals how you can apply the lessons of their ascent to your own business or career.Whether you want to compete with them, do business with them, or simply live in the world they dominate, you need to understand the Four.

Range: Why Generalists Triumph in a Specialized World


David Epstein - 2019
     Plenty of experts argue that anyone who wants to develop a skill, play an instrument, or lead their field should start early, focus intensely, and rack up as many hours of deliberate practice as possible. If you dabble or delay, you'll never catch up to the people who got a head start. But a closer look at research on the world's top performers, from professional athletes to Nobel laureates, shows that early specialization is the exception, not the rule.David Epstein examined the world's most successful athletes, artists, musicians, inventors, forecasters and scientists. He discovered that in most fields--especially those that are complex and unpredictable--generalists, not specialists, are primed to excel. Generalists often find their path late, and they juggle many interests rather than focusing on one. They're also more creative, more agile, and able to make connections their more specialized peers can't see.Provocative, rigorous, and engrossing, Range makes a compelling case for actively cultivating inefficiency. Failing a test is the best way to learn. Frequent quitters end up with the most fulfilling careers. The most impactful inventors cross domains rather than deepening their knowledge in a single area. As experts silo themselves further while computers master more of the skills once reserved for highly focused humans, people who think broadly and embrace diverse experiences and perspectives will increasingly thrive.

Zucked: Waking Up to the Facebook Catastrophe


Roger McNamee - 2019
    He had mentored many tech leaders in his illustrious career as an investor, but few things had made him prouder, or been better for his fund's bottom line, than his early service to Mark Zuckerberg. Still a large shareholder in Facebook, he had every good reason to stay on the bright side. Until he simply couldn't. ZUCKED is McNamee's intimate reckoning with the catastrophic failure of the head of one of the world's most powerful companies to face up to the damage he is doing. It's a story that begins with a series of rude awakenings. First there is the author's dawning realization that the platform is being manipulated by some very bad actors. Then there is the even more unsettling realization that Zuckerberg and Sheryl Sandberg are unable or unwilling to share his concerns, polite as they may be to his face."

Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia


Anthony M. Townsend - 2013
    A century ago, the telegraph and the mechanical tabulator were used to tame cities of millions. Today, cellular networks and cloud computing tie together the complex choreography of mega-regions of tens of millions of people.In response, cities worldwide are deploying technology to address both the timeless challenges of government and the mounting problems posed by human settlements of previously unimaginable size and complexity. In Chicago, GPS sensors on snow plows feed a real-time "plow tracker" map that everyone can access. In Zaragoza, Spain, a "citizen card" can get you on the free city-wide Wi-Fi network, unlock a bike share, check a book out of the library, and pay for your bus ride home. In New York, a guerrilla group of citizen-scientists installed sensors in local sewers to alert you when stormwater runoff overwhelms the system, dumping waste into local waterways.As technology barons, entrepreneurs, mayors, and an emerging vanguard of civic hackers are trying to shape this new frontier, Smart Cities considers the motivations, aspirations, and shortcomings of them all while offering a new civics to guide our efforts as we build the future together, one click at a time.