Gary Marcus is a scientist, best-selling author, and entrepreneur. How rational or irrational an animal are we? How would we know if an AI system was sentient?ĭoes Deep Blue know that it beat the great Gary Kasparov in chess?ĭoes Watson know that it beat the great Ken Jennings in Jeopardy!?įree will, determinism, compatibilism, and panpsychismĬan we have an inner life without language? “mind”, “thinking”, and “consciousness”, and how do molecules and matter give rise to such nonmaterial processes 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. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gathering 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. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus explains what we need to advance AI to the next level, and suggests that if we are wise along the way, we won’t need to worry about a future of machine overlords. The real world, in contrast, is wildly complex and open-ended. 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. 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.
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