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Attempts to import dual-system descriptions of System-1 and System-2 into AIhave been hindered by a lack of clarity over their distinction. We address thisand other issues by situating System-1 and System-2 within the Common Model ofCognition. Results show that what are thought to be distinctive characteristicsof System-1 and 2 instead form a spectrum of cognitive properties. The CommonModel provides a comprehensive vision of the computational units involved inSystem-1 and System-2, their underlying mechanisms, and the implications forlearning, metacognition, and emotion.

AAAI 2022 Fall Symposium: System-1 and System-2 realized within the Common Model of Cognition