Bridging Generative Networks with the Common Model of Cognition

Robert L. West, Spencer Eckler, Brendan Conway-Smith, Nico Turcas, Eilene Tomkins-Flanagan +1 more
1/25/2024
cs.AIcs.LGcs.NE

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Abstract

This article presents a theoretical framework for adapting the Common Model of Cognition to large generative network models within the field of artificial intelligence. This can be accomplished by restructuring modules within the Common Model into shadow production systems that are peripheral to a central production system, which handles higher-level reasoning based on the shadow productions' output. Implementing this novel structure within the Common Model allows for a seamless connection between cognitive architectures and generative neural networks.

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Cite this paper

@article{west2024bridging,
  title  = {Bridging Generative Networks with the Common Model of Cognition},
  author = {Robert L. West and Spencer Eckler and Brendan Conway-Smith and Nico Turcas and Eilene Tomkins-Flanagan and Mary Alexandria Kelly},
  year   = {2024},
  eprint = {2403.18827},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2403.18827v1}
}

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