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.

    Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer winning in games like Jeopardy and go does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules. These approaches are too narrow to achieve genuine intelligence. The world we live in is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Marcus and Davis show us what we need to first accomplish before we get there and argue that if we are wise along the way, we won't need to worry about a future of machine overlords. If we heed their advice, humanity can create an AI that we can trust in our homes, our cars, and our doctor's offices. Reboot provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of what we can achieve and how AI can make our lives better.

    The remains, found in a rusted car in the East Lothian woods, not far from Edinburgh, quickly turn into a cold case murder investigation. Rebus' old friend, Siobhan Clarke is assigned to the case, but neither of them could have predicted what buried secrets the investigation will uncover. Rebus remembers the original case--a shady land deal--all too well. After the investigation stalled, the family of the missing man complained that there was a police cover-up. As Clarke and her team investigate the cold case murder, she soon learns a different side of her mentor, a side he would prefer to keep in the past. A gripping story of corruption and consequences, this new novel demonstrates that Rankin and Rebus are still at the top of their game.

    Freeman, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of TechnologyLearning OpenCV puts you in the middle of the rapidly expanding field of computer vision. Written by the creators of the free open source OpenCV library, this book introduces you to computer vision and demonstrates how you can quickly build applications that enable computers to "see" and make decisions based on that data. Computer vision is everywhere-in security systems, manufacturing inspection systems, medical image analysis, Unmanned Aerial Vehicles, and more. It stitches Google maps and Google Earth together, checks the pixels on LCD screens, and makes sure the stitches in your shirt are sewn properly. OpenCV provides an easy-to-use computer vision framework and a comprehensive library with more than 500 functions that can run vision code in real time.Learning OpenCV will teach any developer or hobbyist to use the framework quickly with the help of hands-on exercises in each chapter. This book includes:A thorough introduction to OpenCV Getting input from cameras Transforming images Segmenting images and shape matching Pattern recognition, including face detection Tracking and motion in 2 and 3 dimensions 3D reconstruction from stereo vision Machine learning algorithms Getting machines to see is a challenging but entertaining goal. Whether you want to build simple or sophisticated vision applications, Learning OpenCV is the book you need to get started.

    By reconstructing authentic, complex AI programs using state-of-the-art Common Lisp, the book teaches students and professionals how to build and debug robust practical programs, while demonstrating superior programming style and important AI concepts. The author strongly emphasizes the practical performance issues involved in writing real working programs of significant size. Chapters on troubleshooting and efficiency are included, along with a discussion of the fundamentals of object-oriented programming and a description of the main CLOS functions. This volume is an excellent text for a course on AI programming, a useful supplement for general AI courses and an indispensable reference for the professional programmer.

    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.

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    With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect

    It is where Delta Force operative Zeb Carter meets Mohammed Jama. It will be bloody. 'Up there with Mitch Rapp and Jack Reacher' Somalia in 1993 is witnessing civil war and famine that has left thousands dead and starving. Task Force Ranger, a unit of elite U.S. operatives is in the country to help enforce peace. Delta operative Zeb Carter is deployed along with Task Force Ranger. Zeb has seen death, up close and personal. He has no fear of dying. However, he has never come across someone like Mohammed Jama. Jama, a warlord in Mogadishu, is fast acquiring a cult status for his vicious killing methods and his attacks on the U.N. forces. He loves to inflict death and revels in his celebrity status. He is looking forward to his showdown with Zeb Carter. August 1993 in Mogadishu. It is hot. It is dusty, and dry. It will be bloody. Zulu Hour is the first in the Warriors Series Shorts, a series of short stories or novellas that will feature Zeb Carter and will link to the main Warriors Series thrillers. USA Today Bestselling Warriors Series: The Warrior The Reluctant Warrior The Warrior Code The Warrior's Debt Boxset 1-4 Flay Behind You Hunting You Zero Boxset 5-8

    Despite having the deck stacked against him since the day he was born, he beat the odds and found himself a home in Morgan’s Crossing, Montana. He has friends, a farm and a future brighter than the stars in the night sky. Nope, he couldn’t be happier. Or could he? Cora Winters is a good girl who always does what she’s told. When she’s forced to marry an older man headed west, she never dreams she’ll end up widowed, injured and left for dead by the side of the road. After Jasper rescues her, Cora proves to be a charming helpmate on his farm as she recovers. But it won’t last long. For the first time in her life, Cora must choose her own path. She could settle in Montana or continue on to her homestead in Hope Springs. But heading to Idaho would mean leaving Jasper behind because he would never give up his farm. Or would he? As their friendship blossoms, they each dare to dream of a better life together. When Cora’s past comes back to haunt them both, a gunman’s bullet threatens to kill their future before it even begins. Hope on the Horizon is the prequel to the Western Sunset series, set in the fictional town of Hope Springs, Idaho.

    NOTES ABOUT To Kill a MockingbirdNOT the book To Kill a Mockingbird by Harper Lee

    When the mysterious soul bringer, Blackthorn Regis, demands she give up her livelihood, the two question their very reason for living—and loving.

    He was depressed, overweight, and struggling to handle his responsibilities as a husband and father. After undergoing a sleep study, Volk was diagnosed with sleep apnea, a medical condition that afflicts tens of millions, though roughly 80 percent go undiagnosed. For people with sleep apnea — a sleep disorder in which breathing is interrupted during sleep, depriving the brain and body of oxygen — the effects are serious, even deadly.Volk’s doctor explained the grave danger he was in — so oxygen deprived that he could die any night. Unable to secure a life insurance policy because of his condition, and facing a full-fledged break down, Volk determined to do something about it.In Breathless, the acclaimed author of Fringe-ology brings readers along on his quest save his family — and his life. When a radical new surgery offers a cure, Volk must decide whether the chance for a better life outweighs the risks and the strain such a procedure could have on the people he cares about most. Harrowing, intimate, and illuminating, Breathless offers an unprecedented look at one man's desperate journey to overcome a once-chronic diagnosis.Steve Volk is a journalist, author and TV personality, with a book Fringe-ology: How I Tried to Explain Away the Unexplainable—But Couldn't, and an upcoming History Channel show, “The Dark Files.” Volk is a contributing editor at Discover magazine, and lives in the Philadelphia area with his wife and twin sons.

    They wanted to know why McCain appealed so much to so many Americans, and particularly why he appealed to the "Young Voters" of America who generally show nothing but apathy. The "Director's Cut" (three times longer than the RS article) is an incisive, funny, thoughtful piece about life on "Bullshit One" -- the nickname for the press bus that followed McCain's Straight Talk Express. This piece becomes ever more relevant, as we discuss what we know, don't know, and don't want to know about the way our political campaigns work.