> Sneps is one of the most long-lasting AI project. I met Stuart
> Shapiro in a
> conference a few years ago, and he seems like my work, which is unusual
> among mainstream AI big-names.  ;-)
>
> In my opinion, their strength is in knowledge representation and its
> relation to NLP, but reasoning/learning is their weakness (which
> is true for
> all semantic-network-based systems).
>
> Pei

Since his semantic network is explicitly mapped into his variant of
paraconsistent predicate logic, I guess the fact that he uses a "semantic
network" metaphor/data-structure is incidental to the weakness of his
reasoning/learning mechanism..

I see nothing in Sneps that deals with uncertainty robustly, and nor do I
see any mechanism capable of controlling the course of inference in
nontrivial situations...

I am impressed that they have actually taken the step of integrating their
logic-based memory, inference and learning framework with a real system with
sensors and actuators, however.  Ultimately, this sort of work may reveal to
them the weakness of their cognitive mechanisms and impel them to find
improved methods...

-- Ben

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