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.
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Gary Marcus is a professor of psychology at New York University and director of the NYU Infant Language Learning Center. A high school dropout, Marcus received his PhD at age twenty-three from MIT, where he was mentored by Steven Pinker. He was a tenured professor by age thirty. The author of the Norton Psychology Reader, he has been a fellow at the prestigious Center for Advanced Study in the Behavioral Sciences at Stanford. His writing has appeared in the New York Times, the Philadelphia Inquirer, Newsday, the Los Angeles Times, and other major publications.
Kaleo Griffith is an Earphones Award–winning audiobook narrator and classically trained actor. He graduated cum laude from Franklin Pierce University with a BA in theater, holds an MFA in acting from Rutgers University, and is a graduate of the American Academy of Dramatic Arts. He has appeared in such television series as Law & Order and Reggie’s Family & Friends, among others.