The Art of Statistics: How to Learn from Data


David Spiegelhalter - 2019
      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

Digital Copyright: Protecting Intellectual Property on the Internet


Jessica Litman - 2000
    The efforts to enforce these new rights have resulted in highly publicized legal battles between established media, such as major record labels and motion picture studios, and upstart Internet companies, such as MP3.com and Napster.The general public is used to thinking of copyright (if it thinks of it at all) as marginal and arcane, and it hasn't paid much attention as legislation to expand copyright moved through Congress. But copyright law is central to our society's information policy, and affects what we can read, view, hear, use, or learn.In this enlightening and well-argued book, law professor Jessica Litman questions whether copyright laws crafted by lawyers and their lobbyists really make sense for the vast majority of us. Should every interaction between ordinary consumers and copyright-protected works be governed by laws drafted without ordinary consumers in mind? Is it practical to enforce such laws, or expect consumers to obey them? Most important, what are the effects of such laws on the exchange of information in a free society? Litman's critique exposes the 1998 copyright law as an incoherent patchwork. She argues for reforms that reflect common sense and the way people actually behave in their daily digital interactions.(front flap)

Ambient Findability: What We Find Changes Who We Become


Peter Morville - 2005
    Written by Peter Morville, author of the groundbreaking Information Architecture for the World Wide Web, the book defines our current age as a state of unlimited findability. In other words, anyone can find anything at any time. Complete navigability.Morville discusses the Internet, GIS, and other network technologies that are coming together to make unlimited findability possible. He explores how the melding of these innovations impacts society, since Web access is now a standard requirement for successful people and businesses. But before he does that, Morville looks back at the history of wayfinding and human evolution, suggesting that our fear of being lost has driven us to create maps, charts, and now, the mobile Internet.The book's central thesis is that information literacy, information architecture, and usability are all critical components of this new world order. Hand in hand with that is the contention that only by planning and designing the best possible software, devices, and Internet, will we be able to maintain this connectivity in the future. Morville's book is highlighted with full color illustrations and rich examples that bring his prose to life.Ambient Findability doesn't preach or pretend to know all the answers. Instead, it presents research, stories, and examples in support of its novel ideas. Are we truly at a critical point in our evolution where the quality of our digital networks will dictate how we behave as a species? Is findability indeed the primary key to a successful global marketplace in the 21st century and beyond. Peter Morville takes you on a thought-provoking tour of these memes and more -- ideas that will not only fascinate but will stir your creativity in practical ways that you can apply to your work immediately.

The Next 100 Years: A Forecast for the 21st Century


George Friedman - 2008
    It imagines passing clouds to be permanent and is blind to powerful, long-term shifts taking place in full view of the world.” —George Friedman In his long-awaited and provocative new book, George Friedman turns his eye on the future—offering a lucid, highly readable forecast of the changes we can expect around the world during the twenty-first century. He explains where and why future wars will erupt (and how they will be fought), which nations will gain and lose economic and political power, and how new technologies and cultural trends will alter the way we live in the new century.The Next 100 Years draws on a fascinating exploration of history and geopolitical patterns dating back hundreds of years. Friedman shows that we are now, for the first time in half a millennium, at the dawn of a new era—with changes in store, including:• The U.S.-Jihadist war will conclude—replaced by a second full-blown cold war with Russia.• China will undergo a major extended internal crisis, and Mexico will emerge as an important world power.• A new global war will unfold toward the middle of the century between the United States and an unexpected coalition from Eastern Europe, Eurasia, and the Far East; but armies will be much smaller and wars will be less deadly.• Technology will focus on space—both for major military uses and for a dramatic new energy resource that will have radical environmental implications.• The United States will experience a Golden Age in the second half of the century.Written with the keen insight and thoughtful analysis that has made George Friedman a renowned expert in geopolitics and forecasting, The Next 100 Years presents a fascinating picture of what lies ahead.For continual, updated analysis and supplemental material, go to www.Stratfor.com

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."

Apocalypse Never: Why Environmental Alarmism Hurts Us All


Michael Shellenberger - 2020
    He helped save the world’s last unprotected redwoods. He co-created the predecessor to today’s Green New Deal. And he led a successful effort by climate scientists and activists to keep nuclear plants operating, preventing a spike of emissions.But in 2019, as some claimed “billions of people are going to die,” contributing to rising anxiety, including among adolescents, Shellenberger decided that, as a lifelong environmental activist, leading energy expert, and father of a teenage daughter, he needed to speak out to separate science from fiction.Despite decades of news media attention, many remain ignorant of basic facts. Carbon emissions peaked and have been declining in most developed nations for over a decade. Deaths from extreme weather, even in poor nations, declined 80 percent over the last four decades. And the risk of Earth warming to very high temperatures is increasingly unlikely thanks to slowing population growth and abundant natural gas.Curiously, the people who are the most alarmist about the problems also tend to oppose the obvious solutions.What’s really behind the rise of apocalyptic environmentalism? There are powerful financial interests. There are desires for status and power. But most of all there is a desire among supposedly secular people for transcendence. This spiritual impulse can be natural and healthy. But in preaching fear without love, and guilt without redemption, the new religion is failing to satisfy our deepest psychological and existential needs.

Supreme Inequality: The Supreme Court's Fifty-Year Battle for a More Unjust America


Adam Cohen - 2020
    But when Warren announced his retirement in 1968, newly elected President Richard Nixon, who had been working tirelessly behind the scenes to put a stop to what he perceived as the Court's liberal agenda, had his new administration launch a total assault on the Warren Court's egalitarian victories, moving to dismantle its legacy and replace liberal justices with others more loyal to his views. During his six years in office, he appointed four justices to the Supreme Court, thereby setting its course for the next fifty years.In Supreme Inequality, Adam Cohen surveys the most significant Supreme Court rulings since Nixon and exposes how rarely the Court has veered away from a pro-corporate agenda. Contrary to what Americans might like to believe, the Court does not protect equally the rights of the poor and disadvantaged, and, in fact, hasn't for decades. Many of the greatest successes of the Warren Court, such as school desegregation, labor unions, voting rights, and class action suits, have been abandoned in favor of rulings that protect privileged Americans who tend to be white, wealthy, and powerful.As the nation comes to grips with two newly Trump-appointed justices, Cohen proves beyond doubt that the trajectory of today's Court is the result of decisions made fifty years ago, decisions that have contributed directly and grievously to our nation's soaring inequality. An triumph of American legal, political, and social history, Supreme Inequality holds to account the highest court in the land, and should shake to its core any optimistic faith we might have in it to provide checks and balances.

Tools and Weapons: The Promise and the Peril of the Digital Age


Brad Smith - 2019
    This might seem uncontroversial, but it flies in the face of a tech sector long obsessed with rapid growth and sometimes on disruption as an end in itself. Now, though, we have reached an inflection point: Silicon Valley has moved fast and it has broken things. A new understanding has emerged that companies that create technology must accept greater responsibility for the future. And governments will need to regulate technology by moving faster and catching up with the pace of innovation that is impacting our communities and changing the world.In Tools and Weapons, Brad Smith takes us into the cockpit of one of the world's largest and most powerful tech companies as it finds itself in the middle of some of the thorniest emerging issues of our time. These are challenges that come with no preexisting playbook, including privacy, cybercrime and cyberwar, social media, the moral conundrums of AI, big tech's relationship to inequality and the challenges for democracy, far and near. While in no way a self-glorifying "Microsoft memoir," the book opens up the curtain remarkably wide onto some of the company's most crucial recent decision points, as it strives to protect the hopes technology offers against the very real threats it also presents. Every tool can be a weapon in the wrong person's hands, and companies are being challenged in entirely new ways to embrace the totality of their responsibilities. We have moved from a world in which Silicon Valley could take no prisoners to one in which tech companies and governments must work together to address the challenges and adapt to the changes technology has unleashed. There are huge ramifications to be thought through, and Brad Smith provides a marvelous and urgently necessary contribution to that effort.

The Spirit Level: Why More Equal Societies Almost Always Do Better


Richard G. Wilkinson - 2009
    Why do we mistrust people more in the UK than in Japan? Why do Americans have higher rates of teenage pregnancy than the French? What makes the Swedish thinner than the Greeks? The answer: inequality. This groundbreaking book, based on years of research, provides hard evidence to show how almost everything—-from life expectancy to depression levels, violence to illiteracy-—is affected not by how wealthy a society is, but how equal it is. Urgent, provocative and genuinely uplifting, The Spirit Level has been heralded as providing a new way of thinking about ourselves and our communities, and could change the way you see the world.

The Book of Why: The New Science of Cause and Effect


Judea Pearl - 2018
    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

The Retreat of Western Liberalism


Edward Luce - 2017
    Luce argues that we are on a menacing trajectory brought about by ignorance of what it took to build the West, arrogance towards society's economic losers, and complacency about our system's durability--attitudes that have been emerging since the fall of the Berlin Wall. We cannot move forward without a clear diagnosis of what has gone wrong. Unless the West can rekindle an economy that produces gains for the majority of its people, its political liberties may be doomed. The West's faith in history teaches us to take democracy for granted. Reality tells us something troublingly different.Combining on-the-ground reporting with intelligent synthesis of the literature and economic analysis, Luce offers a detailed projection of the consequences of the Trump administration, the rise of European populism, and a forward-thinking analysis of what those who believe in enlightenment values must do to defend them from the multiple onslaughts they face in the coming years.

Pity the Billionaire: The Hard-Times Swindle and the Unlikely Comeback of the Right


Thomas Frank - 2012
    But when Thomas Frank set out in 2009 to look for expressions of American discontent, all he found were loud demands that the economic system be made even harsher on the recession's victims and that society's traditional winners receive even grander prizes. The American Right, which had seemed moribund after the election of 2008, had been reinvigorated by the arrival of hard times. The Tea Party movement demanded not that we question the failed system but that we reaffirm our commitment to it as Republicans in Congress took the opportunity to dismantle what they could of the remaining liberal state and Glenn Beck demonstrated the commercial potential of fueling the national angst, while each promoted the libertarian/Randian economics which arch Randian, Alan Greenspan, had already admitted produced exactly the opposite results than those expected.In Pity the Billionaire, Frank, the chronicler of American paradox, examines the peculiar mechanism by which dire economic circumstances have delivered the current set of seemingly unexpected political results. Using firsthand reporting, a deep knowledge of the American Right, and a wicked sense of humor, he gives us a diagnosis of the cultural malady that has transformed collapse into profit, reconceived the Founding Fathers as heroes from an Ayn Rand novel, and enlisted the powerless in a fan club for the prosperous.

White Working Class: Overcoming Class Cluelessness in America


Joan C. Williams - 2017
    Meanwhile, the professional elite—journalists, managers, and establishment politicians—is on the outside looking in, and left to argue over the reasons why. In White Working Class, Joan C. Williams, described as “something approaching rock star status” in her field by the New York Times, explains why so much of the elite’s analysis of the white working class is misguided, rooted in assumptions by what she has controversially coined “class cluelessness.”Williams explains how most analysts, and the corresponding media coverage, have conflated “working class” with “poor.” All too often, white working class motivations have been dismissed as simply racism or xenophobia. Williams explains how the term “working class” has been misapplied—it is, in fact, the elusive, purportedly disappearing middle class. This demographic often resents both the poor and the professionals. They don’t, however, tend to resent the truly rich, nor are they particularly bothered by income inequality. Their dream is not to join the upper middle class, with its different culture, but to stay true to their own values in their own communities—just with more money.White Working Class is a blunt, bracing narrative that sketches a nuanced portrait of millions of people throughout the world who have proven to be a potent political force. For anyone stunned by the rise in populist, nationalist movements, wondering why so many would seemingly vote against their own economic interests or simply feeling like a stranger in their own country, White Working Class will be a convincing primer on how to connect with a crucial set of workers—and voters.

The End of Absence: Reclaiming What We've Lost in a World of Constant Connection


Michael Harris - 2014
    What does this unavoidable fact mean?For future generations, it won't mean anything very obvious. They will be so immersed in online life that questions about the Internet's basic purpose or meaning will vanish.But those of us who have lived both with and without the crowded connectivity of online life have a rare opportunity. We can still recognize the difference between Before and After. We catch ourselves idly reaching for our phones at the bus stop. Or we notice how, mid-conversation, a fumbling friend dives into the perfect recall of Google.In this eloquent and thought-provoking book, Michael Harris argues that amid all the changes we're experiencing, the most interesting is the one that future generations will find hardest to grasp. That is the end of absence-the loss of lack. The daydreaming silences in our lives are filled; the burning solitudes are extinguished. There's no true "free time" when you carry a smartphone. Today's rarest commodity is the chance to be alone with your own thoughts.

The Knowledge: How to Rebuild Our World from Scratch


Lewis Dartnell - 2014
    It has built on itself for centuries, becoming vast and increasingly specialized. Most of us are ignorant about the fundamental principles of the civilization that supports us, happily utilizing the latest—or even the most basic—technology without having the slightest idea of why it works or how it came to be. If you had to go back to absolute basics, like some sort of postcataclysmic Robinson Crusoe, would you know how to re-create an internal combustion engine, put together a microscope, get metals out of rock, accurately tell time, weave fibers into clothing, or even how to produce food for yourself? Regarded as one of the brightest young scientists of his generation, Lewis Dartnell proposes that the key to preserving civilization in an apocalyptic scenario is to provide a quickstart guide, adapted to cataclysmic circumstances. The Knowledge describes many of the modern technologies we employ, but first it explains the fundamentals upon which they are built. Every piece of technology rests on an enormous support network of other technologies, all interlinked and mutually dependent. You can’t hope to build a radio, for example, without understanding how to acquire the raw materials it requires, as well as generate the electricity needed to run it. But Dartnell doesn’t just provide specific information for starting over; he also reveals the greatest invention of them all—the phenomenal knowledge-generating machine that is the scientific method itself. This would allow survivors to learn technological advances not explicitly explored in The Knowledge as well as things we have yet to discover. The Knowledge is a brilliantly original guide to the fundamentals of science and how it built our modern world as well as a thought experiment about the very idea of scientific knowledge itself.