It's a rare occurence, but I have just read an AI research paper which
is of nontrivial interest...

A model of syntactic parsing model based almost entirely on the
mechanisms in the physical reasoning model, making the case for the
cognitive substrate principle.

N. L. Cassimatis (2004). Grammatical Processing Using the Mechanisms
of Physical Inferences.  In Proceedings of the Twentieth-Sixth Annual
Conference of the Cognitive Science Society.  (pdf)

available at

http://www.cassimatis.com/polyscheme.html

The author, who is specifically oriented toward creating human-level
intelligence, has

-- articulated an explanation of infant-level physical learning in
terms of his logic-based AI framework, PolyScheme (in which multiple
reasoning algorithms interact using a common predicate-logic language)

-- then shown how the same mechanisms and representations used for
infant physical learning can be used for language learning

I first became aware of Nick's PolyScheme approach to AGI when we both
presented at the AAAI workshop on Achieving Human-Level Intelligence
Through Integrated Systems and Research.  I think it is a sensible
approach at heard, though as currently articulated it seems a long way
from constituting a fully-developed architecture for AGI.

-- Ben

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