Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

    For centuries, such fears have been misplaced, and many economists maintain that they remain so today. But as Daniel Susskind demonstrates, this time really is different. Breakthroughs in artificial intelligence mean that all kinds of jobs are increasingly at risk.Drawing on almost a decade of research in the field, Susskind argues that machines no longer need to think like us in order to outperform us, as was once widely believed. As a result, more and more tasks that used to be far beyond the capability of computers – from diagnosing illnesses to drafting legal contracts, from writing news reports to composing music – are coming within their reach. The threat of technological unemployment is now real.This is not necessarily a bad thing, Susskind emphasizes. Technological progress could bring about unprecedented prosperity, solving one of humanity’s oldest problems: how to make sure that everyone has enough to live on. The challenges will be to distribute this prosperity fairly, to constrain the burgeoning power of Big Tech, and to provide meaning in a world where work is no longer the center of our lives. Perceptive, pragmatic, and ultimately hopeful, A World Without Work shows the way.

    Another AI discovered a new antibiotic by analyzing molecular properties human scientists did not understand. Now, AI-powered jets are defeating experienced human pilots in simulated dogfights. AI is coming online in searching, streaming, medicine, education, and many other fields and, in so doing, transforming how humans are experiencing reality.In The Age of AI, three leading thinkers have come together to consider how AI will change our relationships with knowledge, politics, and the societies in which we live. The Age of AI is an essential roadmap to our present and our future, an era unlike any that has come before.

    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.

    Early in that fateful year, a second American revolution unfolded, inspiring a new generation to reject their parents’ faith in compromise and appeasement, to do the unthinkable in the name of an ideal. It set Abraham Lincoln on the path to greatness and millions of slaves on the road to freedom.The book introduces us to a heretofore little-known cast of Civil War heroes—among them an acrobatic militia colonel, an explorer’s wife, an idealistic band of German immigrants, a regiment of New York City firemen, a community of Virginia slaves, and a young college professor who would one day become president. Adam Goodheart takes us from the corridors of the White House to the slums of Manhattan, from the mouth of the Chesapeake to the deserts of Nevada, from Boston Common to Alcatraz Island, vividly evoking the Union at this moment of ultimate crisis and decision.

    Perhaps both. On the eighth floor of an ordinary-looking building in an otherwise residential district of southwest Moscow, in a room occupied by the Federal Security Service (FSB), is a box the size of a VHS player marked SORM. The Russian government's front line in the battle for the future of the Internet, SORM is the world's most intrusive listening device, monitoring e-mails, Internet usage, Skype, and all social networks. But for every hacker subcontracted by the FSB to interfere with Russia's antagonists abroad -- such as those who, in a massive denial-of-service attack, overwhelmed the entire Internet in neighboring Estonia -- there is a radical or an opportunist who is using the web to chip away at the power of the state at home. Drawing from scores of interviews personally conducted with numerous prominent officials in the Ministry of Communications and web-savvy activists challenging the state, Andrei Soldatov and Irina Borogan peel back the history of advanced surveillance systems in Russia. From research laboratories in Soviet-era labor camps, to the legalization of government monitoring of all telephone and Internet communications in the 1990s, to the present day, their incisive and alarming investigation into the Kremlin's massive online-surveillance state exposes just how easily a free global exchange can be coerced into becoming a tool of repression and geopolitical warfare. Dissidents, oligarchs, and some of the world's most dangerous hackers collide in the uniquely Russian virtual world of The Red Web.

    WHAT IF STALIN HAD SIGNED WITH THE WEST IN 1939? WHAT IF THE ALLIES HAD BEEN DEFEATED ON D-DAY? AND WHAT IF HITLER HAD WON THE WAR?From the Munich crisis to the dropping of the first atomic bomb, and from Hitler's declaration of war on the United States to the D-Day landings, historians suggest what would have been if key events in the war had gone differently.This work of alternative history looks at sixty of the most famous "What if?" scenarios of World War II, from the possibility of war breaking out in 1938, through the controversies that surround Pearl Harbor and the war on the Eastern Front, to the final days of the war in Europe and the Pacific.Culled by three outstanding academic experts, and written by an exceptional team of historians, If the Allies Had Fallen is an authentic and terrifying alternate history.

    This timely and provocative work comes to the startling conclusion: more guns mean less crime. In this paperback edition, Lott has expanded the research through 1996, incorporating new data available from states that passed right-to-carry and other gun laws since the book's publication as well as new city-level statistics.“Lott's pro-gun argument has to be examined on the merits, and its chief merit is lots of data…If you still disagree with Lott, at least you will know what will be required to rebut a case that looks pretty near bulletproof.”—Peter Coy, Business Week“By providing strong empirical evidence that yet another liberal policy is a cause of the very evil it purports to cure, he has permanently changed the terms of debate on gun control…Lott's book could hardly be more timely… A model of the meticulous application of economics and statistics to law and policy.”—John O. McGinnis, National Review“His empirical analysis sets a standard that will be difficult to match… This has got to be the most extensive empirical study of crime deterrence that has been done to date.”—Public Choice“For anyone with an open mind on either side of this subject this book will provide a thorough grounding. It is also likely to be the standard reference on the subject for years to come.”—Stan Liebowitz, Dallas Morning News“A compelling book with enough hard evidence that even politicians may have to stop and pay attention. More Guns, Less Crime is an exhaustive analysis of the effect of gun possession on crime rates.”—James Bovard, Wall Street Journal“John Lott documents how far ‘politically correct’ vested interests are willing to go to denigrate anyone who dares disagree with them. Lott has done us all a service by his thorough, thoughtful, scholarly approach to a highly controversial issue.”—Milton Friedman

    Mary Roach dodges hostile fire with the U.S. Marine Corps Paintball Team as part of a study on hearing loss and survivability in combat. She visits the fashion design studio of U.S. Army Natick Labs and learns why a zipper is a problem for a sniper. She visits a repurposed movie studio where amputee actors help prepare Marine Corps medics for the shock and gore of combat wounds. At Camp Lemmonier, Djibouti, in east Africa, we learn how diarrhea can be a threat to national security. Roach samples caffeinated meat, sniffs an archival sample of a World War II stink bomb, and stays up all night with the crew tending the missiles on the nuclear submarine USS Tennessee. She answers questions not found in any other book on the military: Why is DARPA interested in ducks? How is a wedding gown like a bomb suit? Why are shrimp more dangerous to sailors than sharks? Take a tour of duty with Roach, and you’ll never see our nation’s defenders in the same way again.

    Why is glass see-through? What makes elastic stretchy? Why does a paper clip bend? Why does any material look and behave the way it does? These are the sorts of questions that Mark Miodownik a globally-renowned materials scientist has spent his life exploring In this book he examines the materials he encounters in a typical morning, from the steel in his razor and the graphite in his pencil to the foam in his sneakers and the concrete in a nearby skyscraper.

    He studies a variety of conflicts over the course of history, as well as the testimony of those who have been most directly involved--participants, decision makers, and victims. In his introduction to this new edition, Walzer specifically addresses the moral issues surrounding the war in and occupation of Iraq, reminding us once again that "the argument about war and justice is still a political and moral necessity."

    The tycoon had close ties to the U.S. government, and he soon asked Elizebeth to apply her language skills to an exciting new venture: code-breaking. There she met the man who would become her husband, groundbreaking cryptologist William Friedman. In The Woman Who Smashed Codes, Jason Fagone chronicles the life of Elizebeth Smith who played an integral role in our nation's history for forty years. After World War I, Smith used her talents to catch gangsters and smugglers during Prohibition, then accepted a covert mission to discover and expose Nazi spy rings that were spreading like wildfire across South America, advancing ever closer to the United States. As World War II raged, Elizebeth fought a highly classified battle of wits against Hitler's Reich, cracking multiple versions of the Enigma machine used by German spies. Meanwhile, inside an Army vault in Washington, William worked furiously to break Purple, the Japanese version of Enigma--and eventually succeeded, at a terrible cost to his personal life.Fagone unveils America's code-breaking history through the prism of Smith's life, bringing into focus the unforgettable events and colorful personalities that would help shape modern intelligence.

    But what if this was not the case? What if the war had its roots in Germany's weakness, not its strength? This is the radical argument in this pathbreaking book, the first account of the Nazi era for the twenty-first century and our globalized world.There was no aspect of Nazi power untouched by economics, yet Adam Tooze is the first to place economics alongside race and politics at the heart of the story of the Third Reich. And America, in Tooze's view, is the true pivot for Hitler's epic challenge to a shift in the world order. Hitler intuitively understood how Germany's relative poverty in the 1930s was the result not just of global depression, but also of Germany's limited resources. He predicted the dawning of a globalized world in which Europe would be crushed by America's overwhelming power, against which he saw only one last chance: a German super-state dominating Europe. Doing what Europeans had done for three centuries, he sought to carve out an imperial hinterland through one last land grab to the east, to give him the self-sufficiency to prevail in the coming superpower competition. With the odds stacked against him, he launched his underresourced armies on their unprecedented and ultimately futile rampage across Europe.Hitler knew by the summer of 1939 that his efforts to prepare for a long war with the West were doomed to failure. Ideology drove him forward. Hitler became convinced that Jewish elements in Washington, London, and Paris were circling round him, and from 1938, the international "Jewish question: was synonymous with America in his mind. Even in the summer of 1940, at the moment of Germany's greatest triumphs, Hitler was still haunted by the looming threat of Anglo-American air and sea power, orchestrated by, he believed, the world Jewish conspiracy.Tooze also casts a stark new light on Albert Speer's role in sustaining the Third Reich to its bloody end, after the catastrophe of the Soviet invasion. Speer, Tooze proposes, was no apolitical agent of technocratic efficiency but a Hitler loyalist who would stop at nothing to continue a hopeless battle of attrition, at the cost of tens of millions of lives.The Wages of Destruction is a chilling work of originality and tremendous scholarship that will fundamentally change the way in which we view Nazi Germany and the Second World War.

    For decades these Five Families ruled New York and built the American Mafia (or Cosa Nostra) into an underworld empire. Today, the Mafia is an endangered species, battered and beleaguered by aggressive investigators, incompetent leadership, betrayals and generational changes that produced violent and unreliable leaders and recruits. A twenty year assault against the five families in particular blossomed into the most successful law enforcement campaign of the last century. Five Families is the vivid story of the rise and fall of New York's premier dons from Lucky Luciano to Paul Castellano to John Gotti and more. The book also brings the reader right up to the possible resurgence of the Mafia as the FBI and local law enforcement agencies turn their attention to homeland security and away from organized crime.

    In this incisive and controversial book, Chalmers Johnson lays out in vivid detail the dangers faced by our overextended empire, which insists on projecting its military power to every corner of the earth and using American capital and markets to force global economic integration on its own terms. From a case of rape by U.S. servicemen in Okinawa to our role in Asia's financial crisis, from our early support for Saddam Hussein to our conduct in the Balkans, Johnson reveals the ways in which our misguided policies are planting the seeds of future disaster.In a new edition that addresses recent international events from September 11 to the war in Iraq, this now classic book remains as prescient and powerful as ever.