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Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. 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 beating a human in Jeopardy! 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, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust-in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.Show more
On the eve of his fortieth birthday, a professor of no discernible musical talent learns to play the guitar and investigates how anyone of any age might master a new skill. Just about every human being knows how to listen to music, but what does it take to make music? Is musicality something we are born with? Or a skill that anyone can develop at any time? If you don't start piano at the age of six, is there any hope? Is skill learning best left to children or can anyone reinvent him-or herself at any time? On the eve of his fortieth birthday, Gary Marcus, an internationally renowned scientist with no discernible musical talent, becomes his own guinea pig to look at how human beings become musical- and how anyone of any age can master something new. Guitar Zero traces his journey, what he learned, and how you can learn, too. In addition to being a groundbreaking look at the origins and allure of music, Marcus's journey is also an empowering tale of the mind's plasticity. In a quest that takes him from Suzuki classes to guitar gods, Marcus investigates the most effective ways to train your brain and body to learn to play an instrument. How can you make your practice more deliberate and effective? How can you find the best music teacher for you or your child? Does talent really exist? Or is hard work all you need? Guitar Zero stands the science of music on its head, debunking the popular theory of an innate musical instinct and many other commonly held fallacies. At the same time, it raises new questions about the science of human pleasure and brings new insight into humankind's most basic question: what counts as a life well lived? Does one have to become the next Jimi Hendrix to make a passionate pursuit worthwhile? Or can the journey itself bring the brain lasting satisfaction? For those who have ever set out to learn a musical instrument-or wishes that they could- Guitar Zero is an inspiring and fascinating look at music, learning, and the pursuit of a well-lived life.Show more