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Artificial metacognition: Giving an AI the ability to ‘think’ about its ‘thinking’
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AIs could use some self-reflection.
Have you ever had the experience of rereading a sentence multiple times only to realize you still don’t understand it? As taught to scores of incoming college freshmen, when you realize you’re spinning your wheels, it’s time to change your approach. This process, becoming aware of something not working and then changing what you’re doing, is the essence of metacognition, or thinking about thinking.