Thinking Fast and Slow in AI: The Role of Metacognition

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Abstract:AI systems have seen dramatic advancement in recent years, bringing many applications that pervade our everyday life. However, we are still mostly seeing instances of narrow AI: many of these recent developments are typically focused on a very limited set of competencies and goals, e. g. , image interpretation, natural language processing, classification, prediction, and many others. State-of-the-art AI still lacks many capabilities that would naturally be included in a notion of (human) intelligence.

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