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

arXiv: https://arxiv.org/abs/2305.09091 · HTML: https://mlsanity.com/paper/2305.09091/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- Builds on 0 of its 69 references that are in the map.
- First posted on arXiv 16 May 2023.

## Built on by (most cited first, 2 of 2)

- [Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints](https://mlsanity.com/paper/2305.19068/) (2023)
- [Online Decision MetaMorphFormer: A Casual Transformer-Based Reinforcement Learning Framework of Universal Embodied Intelligence](https://mlsanity.com/paper/2409.07341/) (2024)

## Abstract (arXiv)

Attempts to import dual-system descriptions of System-1 and System-2 into AI have been hindered by a lack of clarity over their distinction. We address this and other issues by situating System-1 and System-2 within the Common Model of Cognition. Results show that what are thought to be distinctive characteristics of System-1 and 2 instead form a spectrum of cognitive properties. The Common Model provides a comprehensive vision of the computational units involved in System-1 and System-2, their underlying mechanisms, and the implications for learning, metacognition, and emotion.