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Author: Brian Christian Publisher: Macmillan ISBN: 1627790365 Category : Business & Economics Languages : en Pages : 366
Book Description
'Algorithms to Live By' looks at the simple, precise algorithms that computers use to solve the complex 'human' problems that we face, and discovers what they can tell us about the nature and origin of the mind.
Author: Brian Christian Publisher: Macmillan ISBN: 1627790365 Category : Business & Economics Languages : en Pages : 366
Book Description
'Algorithms to Live By' looks at the simple, precise algorithms that computers use to solve the complex 'human' problems that we face, and discovers what they can tell us about the nature and origin of the mind.
Author: Brian Christian Publisher: W. W. Norton & Company ISBN: 039363583X Category : Science Languages : en Pages : 459
Book Description
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.
Author: Brian Christian Publisher: Anchor ISBN: 0307476707 Category : Psychology Languages : en Pages : 322
Book Description
A playful, profound book that is not only a testament to one man's efforts to be deemed more human than a computer, but also a rollicking exploration of what it means to be human in the first place. “Terrific. ... Art and science meet an engaged mind and the friction produces real fire.” —The New Yorker Each year, the AI community convenes to administer the famous (and famously controversial) Turing test, pitting sophisticated software programs against humans to determine if a computer can “think.” The machine that most often fools the judges wins the Most Human Computer Award. But there is also a prize, strange and intriguing, for the “Most Human Human.” Brian Christian—a young poet with degrees in computer science and philosophy—was chosen to participate in a recent competition. This
Author: Amir Husain Publisher: Simon and Schuster ISBN: 1501144677 Category : Computers Languages : en Pages : 224
Book Description
Explores universal questions about humanity's capacity for living and thriving in the coming age of sentient machines and AI, examining debates from opposing perspectives while discussing emerging intellectual diversity and its potential role in enabling a positive life.
Author: Mykel J. Kochenderfer Publisher: MIT Press ISBN: 0262047012 Category : Computers Languages : en Pages : 701
Book Description
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them. Automated decision-making systems or decision-support systems—used in applications that range from aircraft collision avoidance to breast cancer screening—must be designed to account for various sources of uncertainty while carefully balancing multiple objectives. This textbook provides a broad introduction to algorithms for decision making under uncertainty, covering the underlying mathematical problem formulations and the algorithms for solving them. The book first addresses the problem of reasoning about uncertainty and objectives in simple decisions at a single point in time, and then turns to sequential decision problems in stochastic environments where the outcomes of our actions are uncertain. It goes on to address model uncertainty, when we do not start with a known model and must learn how to act through interaction with the environment; state uncertainty, in which we do not know the current state of the environment due to imperfect perceptual information; and decision contexts involving multiple agents. The book focuses primarily on planning and reinforcement learning, although some of the techniques presented draw on elements of supervised learning and optimization. Algorithms are implemented in the Julia programming language. Figures, examples, and exercises convey the intuition behind the various approaches presented.
Author: Lawrence Levy Publisher: HarperCollins ISBN: 054473419X Category : Business & Economics Languages : en Pages : 277
Book Description
“A delightful book about the creation of Pixar from the inside . . . and like a good Pixar film, it’ll put a smile on your face.” —Andrew Ross Sorkin, The New York Times Winner, Axiom Business Book Award * Fortune Favorite Books of the Year Top Pick * Amazon Best Book of the Year in Business & Leadership After he was dismissed from Apple in the early 1990s, Steve Jobs turned his attention to a little-known graphics company he owned called Pixar. One day, out of the blue, Jobs called Lawrence Levy, a Harvard-trained lawyer and executive with whom he’d never spoken before. He hoped to persuade Levy to help him pull Pixar back from the brink of failure. This is the extraordinary story of what happened next: how Jobs and Levy concocted and pulled off a highly improbable plan that transformed Pixar into the Hollywood powerhouse it is today. Levy offers a masterful firsthand account of how Pixar rose from humble beginnings, what it was like to work so closely with Jobs, and how Pixar’s story offers profound lessons that can apply to our professional and personal lives. To Pixar and Beyond reveals how a struggling computer animation company became one of the greatest entertainment studios of all time. “[A] delightful book about finance, creative genius, workplace harmony, and luck.” —Fortune “Part business book and part thriller—a tale that’s every bit as compelling as the ones Pixar tells in its blockbuster movies.” —Dan Lyons, bestselling author of Disrupted “A natural storyteller . . . an inside look at the business and a fresh, sympathetic view of Jobs.” —Success Magazine
Author: James Altucher Publisher: HarperCollins ISBN: 0062998935 Category : Business & Economics Languages : en Pages : 288
Book Description
The entrepreneur, angel investor, and bestselling author of Choose Yourself busts the 10,000-hour rule of achieving mastery, offering a new mindset and dozens of techniques that will inspire any professional—no matter their age or managerial level—to pursue their passions and quickly acquire the skills they need to succeed and achieve their dreams. We live in a hierarchical world where experience has traditionally been the key to promotion. But that period is over! Straight, clear-cut career trajectories no longer exist. Industries disappear, job descriptions change, and people’s interests and passions evolve. The key to riding this wave, entrepreneur James Altucher advises, is to constantly be curious about what’s next, to be comfortable with uncertainty so you can keep navigating the rough waters ahead, and most important, to pursue the things that interest you. In Skip the Line, he reveals how he went from struggling and depressed to making his personal, financial, and creative dreams come true, despite—and perhaps due to—his many failures along the way. Altucher combines his personal story with concrete—and unorthodox—insights that work. But Skip the Line isn’t about hacks and shortcuts—it’s about transforming the way you think, work, and live, letting your interests guide your learning, time, and resources. It’s about allowing yourself to do what comes naturally; the more you do what you love, the better you do it. While showing you how to approach change and crisis, Altucher gives you tools to help easily execute ideas, become an expert negotiator, attract the attention of those around you, scale promising ideas, and improve leadership—all of which will catapult you higher than you ever thought possible and at a speed that everyone will tell you is impossible.
Author: Jason Zweig Publisher: Simon and Schuster ISBN: 1416539794 Category : Business & Economics Languages : en Pages : 400
Book Description
Drawing on the latest scientific research, Jason Zweig shows what happens in your brain when you think about money and tells investors how to take practical, simple steps to avoid common mistakes and become more successful. What happens inside our brains when we think about money? Quite a lot, actually, and some of it isn’t good for our financial health. In Your Money and Your Brain, Jason Zweig explains why smart people make stupid financial decisions—and what they can do to avoid these mistakes. Zweig, a veteran financial journalist, draws on the latest research in neuroeconomics, a fascinating new discipline that combines psychology, neuroscience, and economics to better understand financial decision making. He shows why we often misunderstand risk and why we tend to be overconfident about our investment decisions. Your Money and Your Brain offers some radical new insights into investing and shows investors how to take control of the battlefield between reason and emotion. Your Money and Your Brain is as entertaining as it is enlightening. In the course of his research, Zweig visited leading neuroscience laboratories and subjected himself to numerous experiments. He blends anecdotes from these experiences with stories about investing mistakes, including confessions of stupidity from some highly successful people. Then he draws lessons and offers original practical steps that investors can take to make wiser decisions. Anyone who has ever looked back on a financial decision and said, “How could I have been so stupid?” will benefit from reading this book.
Author: Thomas H. Davenport Publisher: HarperCollins ISBN: 0062438603 Category : Business & Economics Languages : en Pages : 244
Book Description
An invigorating, thought-provoking, and positive look at the rise of automation that explores how professionals across industries can find sustainable careers in the near future. Nearly half of all working Americans could risk losing their jobs because of technology. It’s not only blue-collar jobs at stake. Millions of educated knowledge workers—writers, paralegals, assistants, medical technicians—are threatened by accelerating advances in artificial intelligence. The industrial revolution shifted workers from farms to factories. In the first era of automation, machines relieved humans of manually exhausting work. Today, Era Two of automation continues to wash across the entire services-based economy that has replaced jobs in agriculture and manufacturing. Era Three, and the rise of AI, is dawning. Smart computers are demonstrating they are capable of making better decisions than humans. Brilliant technologies can now decide, learn, predict, and even comprehend much faster and more accurately than the human brain, and their progress is accelerating. Where will this leave lawyers, nurses, teachers, and editors? In Only Humans Need Apply, Thomas Hayes Davenport and Julia Kirby reframe the conversation about automation, arguing that the future of increased productivity and business success isn’t either human or machine. It’s both. The key is augmentation, utilizing technology to help humans work better, smarter, and faster. Instead of viewing these machines as competitive interlopers, we can see them as partners and collaborators in creative problem solving as we move into the next era. The choice is ours.
Author: Brian Christian
Author: Brian Christian
Author: Brian Christian
Author: Brian Christian
Author: Amir Husain
Author: Victor Hirtzler
Author: Mykel J. Kochenderfer
Author: Lawrence Levy
Author: James Altucher
Author: Jason Zweig
Author: Thomas H. Davenport