AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions.Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein's monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.

    missteps: a Taliban commander, a U.S.-backed warlord, and a housewife trapped in the middle of the fighting. With its intimate accounts of life in small Afghan villages, and harrowing tales of crimes committed by Taliban leaders and American-supported provincial officials alike, No Good Men Among the Living lays bare the workings of America’s longest war and the truth behind its prolonged agony. A thoroughly original exposé of the conflict that is still being fought, it shows just how the American intervention went so desperately wrong.

    But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear: Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions. Prediction tools increase productivity--operating machines, handling documents, communicating with customers. Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete. Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.

    Developing technology promises closeness. Sometimes it delivers, but much of our modern life leaves us less connected with people and more connected to simulations of them.In Alone Together, MIT technology and society professor Sherry Turkle explores the power of our new tools and toys to dramatically alter our social lives. It’s a nuanced exploration of what we are looking for—and sacrificing—in a world of electronic companions and social networking tools, and an argument that, despite the hand-waving of today’s self-described prophets of the future, it will be the next generation who will chart the path between isolation and connectivity.

    Max 'Vision' Butler was a white-hat hacker and a celebrity throughout the programming world, even serving as a consultant to the FBI. But there was another side to Max. As the black-hat 'Iceman', he'd seen the fraudsters around him squabble, their ranks riddled with infiltrators, their methods inefficient, and in their dysfunction was the ultimate challenge: he would stage a coup and steal their ill-gotten gains from right under their noses.Through the story of Max Butler's remarkable rise, KINGPIN lays bare the workings of a silent crime wave affecting millions worldwide. It exposes vast online-fraud supermarkets stocked with credit card numbers, counterfeit cheques, hacked bank accounts and fake passports. Thanks to Kevin Poulsen's remarkable access to both cops and criminals, we step inside the quiet,desperate battle that law enforcement fights against these scammers. And learn that the boy next door may not be all he seems.

    This "old power" was out of reach for the vast majority of people. But our ubiquitous connectivity makes possible a different kind of power. "New power" is made by many. It is open, participatory, and peer-driven. It works like a current, not a currency--and it is most forceful when it surges. The battle between old and new power is determining who governs us, how we work, and even how we think and feel. New Power shines fresh light on the cultural phenomena of our day, from #BlackLivesMatter to the Ice Bucket Challenge to Airbnb, uncovering the new power forces that made them huge. Drawing on examples from business, activism, and pop culture, as well as the study of organizations like Lego, NASA, Reddit, and TED, Heimans and Timms explain how to build new power and channel it successfully. They also explore the dark side of these forces: the way ISIS has co-opted new power to monstrous ends, and the rise of the alt-right's "intensity machine."In an era increasingly shaped by new power, this groundbreaking book offers us a new way to understand the world--and our role in it.

    Thiel's sexuality had been known to close friends and family, but he didn't consider himself a public figure, and believed the information was private. This post would be the casus belli for a meticulously plotted conspiracy that would end nearly a decade later with a $140 million dollar judgment against Gawker, its bankruptcy and with Nick Denton, Gawker's CEO and founder, out of a job. Only later would the world learn that Gawker's demise was not incidental--it had been masterminded by Thiel.For years, Thiel had searched endlessly for a solution to what he'd come to call the "Gawker Problem." When an unmarked envelope delivered an illegally recorded sex tape of Hogan with his best friend's wife, Gawker had seen the chance for millions of pageviews and to say the things that others were afraid to say. Thiel saw their publication of the tape as the opportunity he was looking for. He would come to pit Hogan against Gawker in a multi-year proxy war through the Florida legal system, while Gawker remained confidently convinced they would prevail as they had over so many other lawsuit--until it was too late. The verdict would stun the world and so would Peter's ultimate unmasking as the man who had set it all in motion. Why had he done this? How had no one discovered it? What would this mean--for the First Amendment? For privacy? For culture?In Holiday's masterful telling of this nearly unbelievable conspiracy, informed by interviews with all the key players, this case transcends the narrative of how one billionaire took down a media empire or the current state of the free press. It's a study in power, strategy, and one of the most wildly ambitious--and successful--secret plots in recent memory.Some will cheer Gawker's destruction and others will lament it, but after reading these pages--and seeing the access the author was given--no one will deny that there is something ruthless and brilliant about Peter Thiel's shocking attempt to shake up the world.

    In May 2002, Tillman walked away from his $3.6 million NFL contract to enlist in the United States Army. He was deeply troubled by 9/11, and he felt a strong moral obligation to join the fight against al-Qaeda and the Taliban. Two years later, he died on a desolate hillside in southeastern Afghanistan.Though obvious to most of the two dozen soldiers on the scene that a ranger in Tillman’s own platoon had fired the fatal shots, the Army aggressively maneuvered to keep this information from Tillman’s wife, other family members, and the American public for five weeks following his death. During this time, President Bush repeatedly invoked Tillman’s name to promote his administration’s foreign policy. Long after Tillman’s nationally televised memorial service, the Army grudgingly notified his closest relatives that he had “probably” been killed by friendly fire while it continued to dissemble about the details of his death and who was responsible.In Where Men Win Glory, Jon Krakauer draws on Tillman’s journals and letters, interviews with his wife and friends, conversations with the soldiers who served alongside him, and extensive research on the ground in Afghanistan to render an intricate mosaic of this driven, complex, and uncommonly compelling figure as well as the definitive account of the events and actions that led to his death. Before he enlisted in the army, Tillman was familiar to sports aficionados as an undersized, overachieving Arizona Cardinals safety whose virtuosity in the defensive backfield was spellbinding. With his shoulder-length hair, outspoken views, and boundless intellectual curiosity, Tillman was considered a maverick. America was fascinated when he traded the bright lights and riches of the NFL for boot camp and a buzz cut. Sent first to Iraq—a war he would openly declare was “illegal as hell”—and eventually to Afghanistan, Tillman was driven by complicated, emotionally charged, sometimes contradictory notions of duty, honor, justice, patriotism, and masculine pride, and he was determined to serve his entire three-year commitment. But on April 22, 2004, his life would end in a barrage of bullets fired by his fellow soldiers.Krakauer chronicles Tillman’s riveting, tragic odyssey in engrossing detail highlighting his remarkable character and personality while closely examining the murky, heartbreaking circumstances of his death. Infused with the power and authenticity readers have come to expect from Krakauer’s storytelling, Where Men Win Glory exposes shattering truths about men and war.From the inside cover of ISBN 0385522266 / 9780385522267

    Can small artists still thrive in the Internet era? Can giant record labels avoid alienating their audiences? This is a book about the pitfalls and the opportunities that creative industries (and individuals) are confronting today — about how the old models have failed or found new footing, and about what might soon replace them. An essential read for anyone with a stake in the future of the arts, Information Doesn’t Want to Be Free offers a vivid guide to the ways creativity and the Internet interact today, and to what might be coming next.

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

    will mean for us, it also forces readers to challenge their preconceptions. And it manages to do all this in a way that is both entertaining and engaging.” —The New York Times As we approach a great turning point in history when technology is poised to redefine what it means to be human, The Fourth Age offers fascinating insight into AI, robotics, and their extraordinary implications for our species.In The Fourth Age, Byron Reese makes the case that technology has reshaped humanity just three times in history: - 100,000 years ago, we harnessed fire, which led to language. - 10,000 years ago, we developed agriculture, which led to cities and warfare. - 5,000 years ago, we invented the wheel and writing, which lead to the nation state. We are now on the doorstep of a fourth change brought about by two technologies: AI and robotics. The Fourth Age provides extraordinary background information on how we got to this point, and how—rather than what—we should think about the topics we’ll soon all be facing: machine consciousness, automation, employment, creative computers, radical life extension, artificial life, AI ethics, the future of warfare, superintelligence, and the implications of extreme prosperity. By asking questions like “Are you a machine?” and “Could a computer feel anything?”, Reese leads you through a discussion along the cutting edge in robotics and AI, and, provides a framework by which we can all understand, discuss, and act on the issues of the Fourth Age, and how they’ll transform humanity.

    His life and this book remind us that America remains the land of the brave and generous.” — Tom Brokaw Like many young idealists, Eric Greitens wanted to make a difference, so he traveled to the world’s trouble spots to work in refugee camps and serve the sick and the poor. Yet when innocent civilians were threatened with harm, there was nothing he could do but step in afterward and try to ease the suffering. In studying humanitarianism, he realized a fundamental truth: when an army invades, the weak need protection. So he joined the Navy SEALs and became one of the world’s elite warriors. Greitens led his men through the unforgettable soul-testing of SEAL training and went on to deployments in Kenya, Afghanistan, and Iraq, where he faced harrowing encounters and brutal attacks. Yet even in the deadliest combat situations, the lessons of his humanitarian work bore fruit. At the heart of this powerful story lies a paradox: sometimes you have to be strong to do good, but you also have to do good to be strong. The heart and the fist together are more powerful than either one alone. “If you're restless or itching for some calling you can't name, read this book. Give it to your son and daughter. The Heart and the Fist epitomizes — as does Mr. Greitens's life, present and future — all that is best in this country, and what we need desperately right now.” — Steven Pressfield, author of Gates of Fire “Vivid and compelling . . . a great read.” — Washington Times A Hudson Booksellers Top Ten Nonfiction Book of the Year A USA Today and Publishers Weekly Bestseller WITH A NEW AFTERWORD

    As she sped through the pages, she became enthralled by the intense drama behind the competition to discover the code of life. Even though her high school counselor told her girls didn’t become scientists, she decided she would.Driven by a passion to understand how nature works and to turn discoveries into inventions, she would help to make what the book’s author, James Watson, told her was the most important biological advance since his co-discovery of the structure of DNA. She and her collaborators turned ​a curiosity ​of nature into an invention that will transform the human race: an easy-to-use tool that can edit DNA. Known as CRISPR, it opened a brave new world of medical miracles and moral questions. The development of CRISPR and the race to create vaccines for coronavirus will hasten our transition to the next great innovation revolution. The past half-century has been a digital age, based on the microchip, computer, and internet. Now we are entering a life-science revolution. Children who study digital coding will be joined by those who study genetic code. Should we use our new evolution-hacking powers to make us less susceptible to viruses? What a wonderful boon that would be! And what about preventing depression? Hmmm…Should we allow parents, if they can afford it, to enhance the height or muscles or IQ of their kids? After helping to discover CRISPR, Doudna became a leader in wrestling with these moral issues and, with her collaborator Emmanuelle Charpentier, won the Nobel Prize in 2020.

    By weaving together their own research, interviews with pioneering scientists and Zach's trademark comics, the Weinersmiths investigate why these innovations are needed, how they would work, and what is standing in their way.

     For decades, technology encouraged people to squander their time and intellect as passive consumers. Today, tech has finally caught up with human potential. In Cognitive Surplus, Internet guru Clay Shirky forecasts the thrilling changes we will all enjoy as new digital technology puts our untapped resources of talent and goodwill to use at last. Since we Americans were suburbanized and educated by the postwar boom, we've had a surfeit of intellect, energy, and time-what Shirky calls a cognitive surplus. But this abundance had little impact on the common good because television consumed the lion's share of it-and we consume TV passively, in isolation from one another. Now, for the first time, people are embracing new media that allow us to pool our efforts at vanishingly low cost. The results of this aggregated effort range from mind expanding-reference tools like Wikipedia-to lifesaving-such as Ushahidi.com, which has allowed Kenyans to sidestep government censorship and report on acts of violence in real time. Shirky argues persuasively that this cognitive surplus-rather than being some strange new departure from normal behavior-actually returns our society to forms of collaboration that were natural to us up through the early twentieth century. He also charts the vast effects that our cognitive surplus- aided by new technologies-will have on twenty-first-century society, and how we can best exploit those effects. Shirky envisions an era of lower creative quality on average but greater innovation, an increase in transparency in all areas of society, and a dramatic rise in productivity that will transform our civilization. The potential impact of cognitive surplus is enormous. As Shirky points out, Wikipedia was built out of roughly 1 percent of the man-hours that Americans spend watching TV every year. Wikipedia and other current products of cognitive surplus are only the iceberg's tip. Shirky shows how society and our daily lives will be improved dramatically as we learn to exploit our goodwill and free time like never before.