A cognitive model fleshes out Kahneman's fast and slow systems
Abstract Daniel Kahneman (2011) posits two main processes that characterize thinking: "System 1" is a fast decision making system responsible for intuitive decision making based on emotions, vivid imagery, and associative memory. "System 2" is a slow system that observes System 1's outputs, and intervenes when "intuition" is insufficient. Such an intervention occurs "when an event is detected that violates the model of the world that System 1 maintains" (Kahneman, 2011, p. 24) Here, we propose specific underlying mechanisms for Kahneman's Systems 1 and 2, in terms of the LIDA model, a broad, systems level, cognitive architecture (Franklin et al. 2014) LIDA postulates that human cognition consists of a continuing, overlapping iteration of cognitive cycles, each a cognitive "atom," out of which higher order processes are built. In LIDA terms, System 1 employs consciously mediated action selection in which a stimulus is acted upon within one or two cognitive cycles. In contrast, System 2, which LIDA posits to operate according to James' ideomotor theory (James, 1950) requires more cognitive cycles in its deliberative decision making. Thus, we suggest that System 2 employs multiple occurrences of System 1 in its operation. To test the proposed mechanisms, we perform an in silico experiment using a LIDA based software agent.
BICA 2015