Rise of the Machines: Artificial Intelligence Over the Next 20 Years

Deep LearningIn recent years, quantum leaps have been made in a wide range of cutting-edge technologies. From speech-recognition programs to adaptive language processing tools, these advances are made possible by a family of AI techniques known as deep learning. Also known as “deep structured” or “hierarchical” learning, deep learning teaches machines to ignore all but the most important features of a sound or image – a hierarchical world view that accounts for infinite variation. It’s deep learning that opened the door to driverless cars and speech-recognition engines like Siri, and it is this method of learning that will likely catapult AI to new horizons. Smarter RobotsOver the short-term, deep learning will continue to help imbed AI in robots and devices. IBM is currently using machine learning algorithms to train robots…


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