Entering the blackboard jungle: canonical dysfunction in conscious machines

Wallace, Rodrick (2005) Entering the blackboard jungle: canonical dysfunction in conscious machines. [Preprint]

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The central paradigm of Artificial Intelligence is rapidly shifting toward biological models for both robotic devices and systems performing such critical tasks as network management and process control. Here we apply recent mathematical analysis of the necessary conditions for consciousness in humans in an attempt to gain some understanding of the likely canonical failure modes inherent to a broad class of global workspace/blackboard machines designed to emulate biological functions. Similar problems are likely to confront other possible architectures, although their mathematical description may be far less straightforward.

Item Type:Preprint
Keywords:artificial intelligence, autonomic computing, cancer, cognition, consciousness, information theory, mental disorder
Subjects:Computer Science > Artificial Intelligence
ID Code:4610
Deposited By: Wallace, Rodrick
Deposited On:12 Nov 2005
Last Modified:11 Mar 2011 08:56


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