Gary Marcus

Ernest Davis

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.

Building Artificial Intelligence We Can Trust

Rebooting AI

Gary F. Marcus

The Haphazard Construction of the Human Mind

Kluge

A psychologist offers a detailed study of the genetic underpinnings of human thought, looking at the small number of genes that contain the instructions for building the vastly complex human brain to determine how these genes work, common misconceptions about genes, and their implications for the future of genetic engineering. Reprint. 20,000 first printing.

How a Tiny Number of Genes Creates The Complexities of Human Thought

The Birth of the Mind

A renowned neuroscientist with no musical talent investigates what it takes to make music 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.

The Science of Learning to be Musical

Guitar Zero

Jeremy Freeman

Edvard I. Moser

May-Britt Moser

Essays by the World's Leading Neuroscientists

Future of the Brain

"A wonderful way to launch yourself into the exciting world of twenty-first-century neuroscience, whether you are a scientist or an intellectually curious layperson. The power in this sampler is that the coverage is not just technical but conceptual: the essays probe the ways in which an understanding of the brain will and won't illuminate the mind, and they do so with depth and balance rather than the usual breathless hype."--Steven Pinker, author of "The Language Instinct" and "How the Mind Works" "Have you ever wondered what's coming around the bend in terms of new insights into how the brain works? Open the pages of "The Future of the Brain" to find out. Gary Marcus and Jeremy Freeman have brought together some of the leading thinkers and researchers to share their vision of where we are headed. It's a fun, readable book full of insights."--Joseph LeDoux, author of "The Emotional Brain" and "Synaptic Self" "A deep, intriguing view into the most exciting advances in neuroscience. "The Future of the Brain" is a nuanced and thought-provoking guide to what we do and don't know about the human brain--and what we may or may not one day find out."--Maria Konnikova, author of "Mastermind: How to Think Like Sherlock Holmes" "Understanding, theorizing, and simulating the human brain are essential goals for twenty-first-century science and engineering. Surfing the fine line between science and science fiction, this book is a treasure trove of daring ideas."--Stanislas Dehaene, author of "Consciousness and the Brain: Deciphering How the Brain Codes Our Thoughts" "The brain is a complicated thing, and progress in understanding how it works may seem slow. Will creating huge research teams, collecting more data at higher resolutions, and sharing data more widely and openly kick-start a new wave of progress? Or does the field still need to make conceptual leaps before the results would even make sense? Brilliant minds on both sides describe their visions of the future of neuroscience in this collection of short, engaging essays."--Christopher Chabris, coauthor of "The Invisible Gorilla: How Our Intuitions Deceive Us" "Massive technological advances promise rapid and profound discoveries in neuroscience, with very broad implications for our understanding of behavior, ethics, and even religion. Featuring contributions by acknowledged experts, this collection provides a fascinating look at what is happening in the 'big science' of the brain."--Michael C. Corballis, author of "The Recursive Mind: The Origins of Human Language, Thought, and Civilization"

The Future of the Brain

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.

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.

A psychologist offers a detailed study of the genetic underpinnings of human thought, looking at the small number of genes that contain the instructions for building the vastly complex human brain to determine how these genes work, common misconceptions about genes, and their implications for the future of genetic engineering. 30,000 first printing.

How A Tiny Number Of Genes Creates The Complexities Of Human Thought

The Birth Of The Mind

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.

Gary Marcus

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