The various sub-fields of AI research are centered around particular goals and the use of particular tools. The traditional goals of AI research include reasoningknowledge representationplanninglearningnatural language processingperception and the ability to move and manipulate objects.[d] General intelligence (the ability to solve an arbitrary problem) is among the field's long-term goal.

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