A cognitive model fleshes out Kahnemans fast and slow systems
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 1s 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 Kahnemans 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.
kahnemans fast and slow systems cognitive architecture consciously mediated action selection deliberative decision making learning intelligent distribution agent (lida)