Ben,

The following is a brief summary of my responses to the paper.

The topics where I agree with Cassimatis:

*. "humans use the same or similar mechanisms for linguistic and
nonlinguistic cognition"

*. there are "dualities between elements of physical and grammatical structure"

*. "Infant physical reasoning mechanisms are sufficient to infer
grammatical structure"

The topics where I disagree with him:

*. the notion of "physical reasoning/inference" --- I understand why
he used the phrase, and he wasn't the one to coin it, but it still
sounds weird to me

*. "Dualities between elements of physical and grammatical structure"
--- He still uses predicate calculus, which lacks support for concepts
with internal structures. Term logics will do much better here.

*. "Long-distance dependencies and apparent motion" --- The duality
here is much less natural than the others.

*. He should relate his work to the book "Language and Learning:
Debate Between Jean Piaget and Noam Chomsky" --- in that famous
debate, what Piaget lacked are constructive arguments, which can be
provided by works like Cassimatis'.

Pei

On 12/26/05, Ben Goertzel <[EMAIL PROTECTED]> wrote:
> 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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