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Applying global workspace theory to the frame problem
Murray Shanahan1, Bernard Baars
1Department of Electrical and Electronic Engineering, Imperial College, Exhibition Road, London SW7 2BT, UK. m.shanahan@imperial.ac.uk
Cognition
|November 26, 2005
Summary
This study addresses the frame problem in cognitive science, proposing a global workspace architecture to manage information processing. This approach may link consciousness with solving the frame problem in the brain.
Area of Science:
- Cognitive Science
- Philosophy of Mind
- Neuroscience
Background:
- The frame problem poses a significant challenge to cognitive science, hindering progress in understanding information processing.
- Informationally unencapsulated cognitive processes must handle vast amounts of data without explicit relevance filtering.
Purpose of the Study:
- To propose a solution to the frame problem in cognitive science.
- To explore the role of global workspace architecture in managing complex cognitive tasks.
- To investigate the connection between analogical reasoning, informational unencapsulation, and consciousness.
Main Methods:
- Advocacy for a global workspace architecture.
- Analysis of analogical reasoning as a case of extreme informational unencapsulation.
- Theoretical exploration linking global workspace theory to consciousness and the frame problem.
Main Results:
- A global workspace architecture is proposed as a viable solution to the frame problem.
- Analogical reasoning is highlighted as a key process exemplifying informational unencapsulation.
- A tentative link is established between consciousness and the resolution of the frame problem.
Conclusions:
- Global workspace theory offers a framework for addressing the frame problem.
- Consciousness may be intrinsically linked to the brain's ability to solve the frame problem.
- The proposed architecture has implications for understanding both cognitive processes and consciousness.