Conflict between humans and machines is seen as inevitable and its outcome all too predictable.In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage.If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial.In a 2014 editorial co-authored with Stephen Hawking, Russell wrote, "Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last." Solving the problem of control over AI is not just possible; it is the key that unlocks a future of unlimited promise.

    This former senior VP of CIGNA explained how health insurers make promises they have no intention of keeping, how they flout regulations designed to protect consumers, and how they skew political debate with multibillion-dollar PR campaigns designed to spread disinformation.Potter had walked away from a six-figure salary and two decades as an insurance executive because he could no longer abide the routine practices of an industry where the needs of sick and suffering Americans take a backseat to the bottom line. The last straw: when he visited a rural health clinic and saw hundreds of people standing in line in the rain to receive treatment in stalls built for livestock.In Deadly Spin, Potter takes readers behind the scenes to show how a huge chunk of our absurd healthcare spending actually bankrolls a propaganda campaign and lobbying effort focused on protecting one thing: profits. Whatever the fate of the current health care legislation, it makes no attempt to change that fundamental problem. Potter shows how relentless PR assaults play an insidious role in our political process anywhere that corporate profits are at stake-from climate change to defense policy. Deadly Spin tells us why-and how-we must fight back.

    In Confessions of a Subprime Lender: An Insider's Tale of Greed, Fraud, and Ignorance, he reveals the truth about how the subprime lending business spiraled out of control, pushed home prices to unsustainable levels, and turned unqualified applicants into qualified borrowers through creative financing. Learn about the ways the mortgage industry can be fixed with his twenty suggestions for critical change.

    Anthony Fauci is a hero. He is anything but. As director of the National Institute of Allergy and Infectious Diseases (NIAID), Dr. Anthony Fauci dispenses $6.1 billion in annual taxpayer-provided funding for scientific research, allowing him to dictate the subject, content, and outcome of scientific health research across the globe. Fauci uses the financial clout at his disposal to wield extraordinary influence over hospitals, universities, journals, and thousands of influential doctors and scientists—whose careers and institutions he has the power to ruin, advance, or reward. During more than a year of painstaking and meticulous research, Robert F. Kennedy Jr. unearthed a shocking story that obliterates media spin on Dr. Fauci . . . and that will alarm every American—Democrat or Republican—who cares about democracy, our Constitution, and the future of our children’s health. The Real Anthony Fauci reveals how “America’s Doctor” launched his career during the early AIDS crisis by partnering with pharmaceutical companies to sabotage safe and effective off-patent therapeutic treatments for AIDS. Fauci orchestrated fraudulent studies, and then pressured US Food and Drug Administration (FDA) regulators into approving a deadly chemotherapy treatment he had good reason to know was worthless against AIDS. Fauci repeatedly violated federal laws to allow his Pharma partners to use impoverished and dark-skinned children as lab rats in deadly experiments with toxic AIDS and cancer chemotherapies. In early 2000, Fauci shook hands with Bill Gates in the library of Gates’ $147 million Seattle mansion, cementing a partnership that would aim to control an increasingly profitable $60 billion global vaccine enterprise with unlimited growth potential. Through funding leverage and carefully cultivated personal relationships with heads of state and leading media and social media institutions, the Pharma-Fauci-Gates alliance exercises dominion over global health policy. The Real Anthony Fauci details how Fauci, Gates, and their cohorts use their control of media outlets, scientific journals, key government and quasi-governmental agencies, global intelligence agencies, and influential scientists and physicians to flood the public with fearful propaganda about COVID-19 virulence and pathogenesis, and to muzzle debate and ruthlessly censor dissent.

    Now, the internationally recognized leader on creativity and human potential focuses on one of the most critical issues of our time: how to transform the nation’s troubled educational system. At a time when standardized testing businesses are raking in huge profits, when many schools are struggling, and students and educators everywhere are suffering under the strain, Robinson points the way forward. He argues for an end to our outmoded industrial educational system and proposes a highly personalized, organic approach that draws on today’s unprecedented technological and professional resources to engage all students, develop their love of learning, and enable them to face the real challenges of the twenty-first century. Filled with anecdotes, observations and recommendations from professionals on the front line of transformative education, case histories, and groundbreaking research—and written with Robinson’s trademark wit and engaging style—Creative Schools will inspire teachers, parents, and policy makers alike to rethink the real nature and purpose of education.

    We all know that the very rich have gotten a lot richer these past few decades while most Americans haven’t. In fact, the exorbitantly paid have continued to thrive during the current economic crisis, even as the rest of Americans have continued to fall behind. Why do the “haveit- alls” have so much more? And how have they managed to restructure the economy to reap the lion’s share of the gains and shift the costs of their new economic playground downward, tearing new holes in the safety net and saddling all of us with increased debt and risk? Lots of so-called experts claim to have solved this great mystery, but no one has really gotten to the bottom of it—until now. In their lively and provocative Winner-Take-All Politics, renowned political scientists Jacob S. Hacker and Paul Pierson demonstrate convincingly that the usual suspects—foreign trade and financial globalization, technological changes in the workplace, increased education at the top—are largely innocent of the charges against them. Instead, they indict an unlikely suspect and take us on an entertaining tour of the mountain of evidence against the culprit. The guilty party is American politics. Runaway inequality and the present economic crisis reflect what government has done to aid the rich and what it has not done to safeguard the interests of the middle class. The winner-take-all economy is primarily a result of winner-take-all politics. In an innovative historical departure, Hacker and Pierson trace the rise of the winner-take-all economy back to the late 1970s when, under a Democratic president and a Democratic Congress, a major transformation of American politics occurred. With big business and conservative ideologues organizing themselves to undo the regulations and progressive tax policies that had helped ensure a fair distribution of economic rewards, deregulation got under way, taxes were cut for the wealthiest, and business decisively defeated labor in Washington. And this transformation continued under Reagan and the Bushes as well as under Clinton, with both parties catering to the interests of those at the very top. Hacker and Pierson’s gripping narration of the epic battles waged during President Obama’s first two years in office reveals an unpleasant but catalyzing truth: winner-take-all politics, while under challenge, is still very much with us. Winner-Take-All Politics—part revelatory history, part political analysis, part intellectual journey— shows how a political system that traditionally has been responsive to the interests of the middle class has been hijacked by the superrich. In doing so, it not only changes how we think about American politics, but also points the way to rebuilding a democracy that serves the interests of the many rather than just those of the wealthy few.

    This is the "intelligence trap," the subject of David Robson’s fascinating and provocative book.The Intelligence Trap explores cutting-edge ideas in our understanding of intelligence and expertise, including "strategic ignorance," "meta-forgetfulness," and "functional stupidity." Robson reveals the surprising ways that even the brightest minds and most talented organizations can go wrong—from some of Thomas Edison’s worst ideas to failures at NASA, Nokia, and the FBI. And he offers practical advice to avoid mistakes based on the timeless lessons of Benjamin Franklin, Richard Feynman, and Daniel Kahneman.

    But no book until this one has managed to penetrate its wall of silence or go beyond the usual polemics to analyze its actual effects on its customers, workers, and suppliers. Drawing on unprecedented interviews with former Wal-Mart executives and a wealth of staggering data (e.g., Americans spend $36 million an hour at Wal-Mart stores, and in 2004 its growth alone was bigger than the total revenue of 469 of the Fortune 500), The Wal-Mart Effect is an intimate look at a business that is dramatically reshaping our lives.

    The stunning rise, fall, and rescue of Wall Street in the bubble-and-bailout era was the coming-out party for the network of looters who sit at the nexus of American political and economic power. The grifter class—made up of the largest players in the financial industry and the politicians who do their bidding—has been growing in power for a generation, transferring wealth upward through increasingly complex financial mechanisms and political maneuvers. The crisis was only one terrifying manifestation of how they’ve hijacked America’s political and economic life.Rolling Stone’s Matt Taibbi here unravels the whole fiendish story, digging beyond the headlines to get into the deeper roots and wider implications of the rise of the grifters. He traces the movement’s origins to the cult of Ayn Rand and her most influential—and possibly weirdest—acolyte, Alan Greenspan, and offers fresh reporting on the backroom deals that decided the winners and losers in the government bailouts. He uncovers the hidden commodities bubble that transferred billions of dollars to Wall Street while creating food shortages around the world, and he shows how finance dominates politics, from the story of investment bankers auctioning off America’s infrastructure to an inside account of the high-stakes battle for health-care reform—a battle the true reformers lost. Finally, he tells the story of Goldman Sachs, the “vampire squid wrapped around the face of humanity.” Taibbi has combined deep sources, trailblazing reportage, and provocative analysis to create the most lucid, emotionally galvanizing, and scathingly funny account yet written of the ongoing political and financial crisis in America. This is essential reading for anyone who wants to understand the labyrinthine inner workings of politics and finance in this country, and the profound consequences for us all.

    Sometimes it’ll be obvious – ‘X people develop cancer every year’ – and sometimes less obvious – ‘How smartphones destroyed a generation’. Statistics are an immensely powerful tool for understanding the world; the best tool we have. But in the wrong hands, they can be dangerous.This book will help you spot common mistakes and tricks that can mislead you into thinking that small numbers are big, or unimportant changes are important. It will show you how the numbers you read are made – you’ll learn about how surveys with small or biased samples can generate wrong answers, and why ice cream doesn’t cause drownings.We are surrounded by numbers and data, and it has never been more important to separate the good from the bad, the true from the false. HOW TO READ NUMBERS is a vital guide that will help you understand when and how to trust the numbers in the news – and, just as importantly, when not to.

    This encouraging change not only has benefited veterans but also provides a blueprint for salvaging America's own deeply troubled healthcare system. "Best Care Anywhere" shows how a government bureaucracy, working with little notice, is setting the standard for best practices and cost reduction while the private sector is lagging in both areas. Author Phillip Longman challenges conventional wisdom by explaining exactly how market forces work to lower quality and raise prices in the healthcare sector, and how U.S. medical practices have a weak basis in science. The book, expanded from a widely praised article in the "Washington Monthly," mixes hard facts with author Philip Longmans' compelling human story of the loss of his wife to cancer. Part manifesto, part moving memoir, "Best Care Anywhere" offers new hope for addressing a major problem of contemporary society that affects all of us.

    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.

    Medical care is in crisis, we are repeatedly told, and so it is. Barely one in five Americans thinks the medical system works well. Enter David M. Cutler, a Harvard economist who served on President Clinton's health care task force and later advised presidential candidate Bill Bradley. One of the nation's leading experts on the subject, Cutler argues in Your Money or Your Life that health care has in fact improvedexponentially over the last fifty years, and that the successes of our system suggest ways in which we might improve care, make the system easier to deal with, and extend coverage to all Americans. Cutler applies an economic analysis to show that our spending on medicine is well worth it--and thatwe could do even better by spending more. Further, millions of people with easily manageable diseases, from hypertension to depression to diabetes, receive either too much or too little care because of inefficiencies in the way we reimburse care, resulting in poor health and in some cases prematuredeath. The key to improving the system, Cutler argues, is to change the way we organize health care. Everyone must be insured for the medical system to perform well, and payments should be based on the quality of services provided not just on the amount of cutting and poking performed. Lively and compelling, Your Money or Your Life offers a realistic yet rigorous economic approach to reforming health care--one that promises to break through the stalemate of failed reform.

    foreign policyTimely, urgent, and powerfully elucidating, this important volume of previously unpublished interviews conducted by award-winning radio journalist David Barsamian features Noam Chomsky discussing America’s policies in an increasingly unstable world. With his famous insight, lucidity, and redoubtable grasp of history, Chomsky offers his views on the invasion and occupation of Iraq, the doctrine of “preemptive” strikes against so-called rogue states, and the prospects of the second Bush administration, warning of the growing threat to international peace posed by the U.S. drive for domination. In his inimitable style, Chomsky also dissects the propaganda system that fabricates a mythic past and airbrushes inconvenient facts out of history.Barsamian, recipient of the ACLU’s Upton Sinclair Award for independent journalism, has conducted more interviews and radio broadcasts with Chomsky than has any other journalist. Enriched by their unique rapport, Imperial Ambitions explores topics Chomsky has never before discussed, among them the 2004 presidential campaign and election, the future of Social Security, and the increasing threat, including devastating weather patterns, of global warming. The result is an illuminating dialogue with one of the leading thinkers of our time—and a startling picture of the turbulent times in which we live.

    An epic, first-of-its-kind book, entwining leading-edge scientific discovery with the intimate stories of four individual lives, by the Pulitzer Prize–winning New York Times journalist.A terminal cancer patient rises from the grave. A medical marvel defies HIV. Two women with autoimmunity discover their own bodies have turned against them. Matt Richtel's An Elegant Defense uniquely entwines these intimate stories with science’s centuries-long quest to unlock the mysteries of sickness and health, and illuminates the immune system as never before.The immune system is our body’s essential defense network, a guardian vigilantly fighting illness, healing wounds, maintaining order and balance, and keeping us alive. Its legion of microscopic foot soldiers—from T cells to “natural killers”—patrols our body, linked by a nearly instantaneous communications grid. It has been honed by evolution over millennia to face an almost infinite array of threats.For all its astonishing complexity, however, the immune system can be easily compromised by fatigue, stress, toxins, advanced age, and poor nutrition—hallmarks of modern life—and even by excessive hygiene. Paradoxically, it is a fragile wonder weapon that can turn on our own bodies with startling results, leading today to epidemic levels of autoimmune disorders.Richtel effortlessly guides readers on a scientific detective tale winding from the Black Plague to twentieth-century breakthroughs in vaccination and antibiotics, to the cutting-edge laboratories that are revolutionizing immunology—perhaps the most extraordinary and consequential medical story of our time. The foundation that Richtel builds makes accessible revelations about cancer immunotherapy, the microbiome, and autoimmune treatments that are changing millions of lives. An Elegant Defense also captures in vivid detail how these powerful therapies, along with our behavior and environment, interact with the immune system, often for the good but always on a razor’s edge that can throw this remarkable system out of balance.Drawing on his groundbreaking reporting for the New York Times and based on extensive new interviews with dozens of world-renowned scientists, Matt Richtel has produced a landmark book, equally an investigation into the deepest riddles of survival and a profoundly human tale that is movingly brought to life through the eyes of his four main characters, each of whom illuminates an essential facet of our “elegant defense.”