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.

On the eve of his fortieth birthday, renowned cognitive scientist Gary Marcus decided to fulfil a lifelong dream and learn to play the guitar. He had tried many times before - failing miserably. This time, he decided to use the tools of his "trade" to see if he might suceed. On his quest he jams with twelve-year-olds and takes master classes with guitar gods. A groundbreaking exploration of the allure of music, Guitar Zero is also an empowering case for the mind's ability to grow throughout life.

Including a chapter by 2014 Nobel laureates May-Britt Moser and Edvard Moser An unprecedented look at the quest to unravel the mysteries of the human brain, The Future of the Brain takes readers to the absolute frontiers of science. Original essays by leading researchers such as Christof Koch, George Church, Olaf Sporns, and May-Britt and Edvard Moser describe the spectacular technological advances that will enable us to map the more than eighty-five billion neurons in the brain, as well as the challenges that lie ahead in understanding the anticipated deluge of data and the prospects for building working simulations of the human brain. A must-read for anyone trying to understand ambitious new research programs such as the Obama administration's BRAIN Initiative and the European Union's Human Brain Project, The Future of the Brain sheds light on the breathtaking implications of brain science for medicine, psychiatry, and even human consciousness itself. Contributors include: Misha Ahrens, Ned Block, Matteo Carandini, George Church, John Donoghue, Chris Eliasmith, Simon Fisher, Mike Hawrylycz, Sean Hill, Christof Koch, Leah Krubitzer, Michel Maharbiz, Kevin Mitchell, Edvard Moser, May-Britt Moser, David Poeppel, Krishna Shenoy, Olaf Sporns, Anthony Zador.

How is it that we can recognize photos from our high school yearbook decades later, but cannot remember what we ate for breakfast yesterday? And why are we inclined to buy more cans of soup if the sign says "LIMIT 12 PER CUSTOMER" rather than "LIMIT 4 PER CUSTOMER?" In "Kluge, "Gary Marcus argues convincingly that our minds are not as elegantly designed as we may believe. The imperfections result from a haphazard evolutionary process that often proceeds by piling new systems on top of old ones--and those systems don't always work well together. The end product is a "kluge," a clumsy, cobbled-together contraption. Taking us on a tour of the essential areas of human experience--memory, belief, decision making, language, and happiness--Marcus unveils a fundamentally new way of looking at the evolution of the human mind and simultaneously sheds light on some of the most mysterious aspects of human nature.

In "The Birth of the Mind," award-winning cognitive scientist Gary Marcus irrevocably alters the nature vs. nurture debate by linking the findings of the Human Genome Project to the development of the brain. Scientists have long struggled to understand how a tiny number of genes could contain the instructions for building the human brain, arguably the most complex device in the known universe. Synthesizing up-to-the-minute research with his own original findings on child development, Marcus is the first to resolve this apparent contradiction. Vibrantly written and completely accessible to the lay reader, "The Birth of the Mind" will forever change the way we think about our origins and ourselves.

A 'kluge' is an engineering term for a makeshift solution, an inelegant construction that somehow works. This is Gary Marcus's analogy for the way the human mind has evolved. Arguing against a whole tradition that praises our human minds as the most perfect result of evolution, Marcus shows how imperfect and ill-adapted our brains really are. They have had to adapt from the environment of our early hominid origins to a complex world in which our penchant for short-term satisfactions is literally fatal. We are prone to rages, addictions and other habits that limit our capacity for rational action in every sphere, from food to politics. A breathtaking, witty and revolutionary book.

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?
For anyone who has ever set out to play a musical instrument--or wished that they could--"Guitar Zero" is an inspiring and fascinating look at the pursuit of music, the mechanics of the mind, and the surprising rewards that come from following one's dreams. Gary Marcus, whom Steven Pinker describes as "one of the deepest thinkers in cognitive science," debunks the popular theory that there is an innate musical instinct while challenging the idea that talent is only a myth. From deliberate and efficient practicing techniques to finding the right music teacher, Marcus translates his own experience--as well as reflections from world-renowned musicians--into practical advice for anyone hoping to become musical or learn any new skill.