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Developmental Cost for Models of Intelligence

Author(s)
Beal, Jacob
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Mathematics and Computation
Advisor
Gerald Sussman
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Abstract
We can evaluate models of natural intelligence, as well as theirindividual components, by using a model of hardware and developmentcosts, ignoring almost all the details of biology. The basic argumentis that neither the gross anatomy of the brain nor the behavior ofindividual cells nor the behavior of the whole poses sufficientconstraint on the algorithms that might run within the brain, but thatthe process of engineering an intelligence under this cost model posessimilar challenges to those faced by a human growing from a singlecell to an adult. This will allow us to explore architectural ideasfreely, yet retain confidence that when a system works, the principlesallowing it to work are likely to be similar to those that allow humanintelligence to work.
Date issued
2007-05-15
URI
http://hdl.handle.net/1721.1/37336
Citation
AAAI 2007 Workshop on Evaluating Architectures for Intelligence
Other identifiers
MIT-CSAIL-TR-2007-026
Series/Report no.
Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory
Keywords
cognitive architectures, artificial intelligence

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