The argument, in its most basic sense, centers on the fact that machine learning evolved from theories of pattern recognition and, as such, the capabilities of such systems generally extend to just one task and are centered on making predictions from existing data sets. AI researchers like Rodney Brooks, a former professor of Robotics at MIT, argue that true reasoning, and true intelligence, is several steps beyond these kinds of learning systems
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Since ancient times, humans have been interested in finding systematic approaches to reasoning and logical thinking. Now, we want to make machines “think” like us and endow them with the reasoning ability that, unfortunately, we don’t quite understand ourselves.
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