I started wondering about how a good Satisfiability model might be
used with AGI. My feeling is that intelligence must be like a
coherentist model but one which may be structured by logic. So, in
this model, timely Satisfiability could be used to test structural
relationships of what is essentially a coherent model made of logical
relationships.

However, I just realized that a dynamic program is also, of course
logical. Since a (dynamic) program is typically inductive it is
different than purely deductive systems, but this just points to the
model of logical coherence.

But the thing is that instead of relying only on static logical
systems, a computer can also rely on strong dynamic logical systems.
Think of a generative program that is able to produce and modify
diverse families of generative products. If these dynamic programs are
utilized with an effective Satisfiability method, the program could
make extensive searches of the possibility space for some problem to
see how different possibilities might be integrated into current
theories about the subject. Not only can this search of the
possibility space can be used in acquiring insight, it can also be
used to patch up the interstices between stronger theories about the
world. (This patching system is exactly what is needed to deal with
the current AGI problems, where some method will work amazingly well
when the conditions are just right but will fail horribly when the
conditions are not quite right.)

A logical system like this could be idealized for AGI. That is, it
could be simplified in idealizations that could be related as abstract
or instantiation properties. Although this system would not be as
simple as a typical mathematical model (like the way the properties of
the integer can be abstracted for every integer) it still might be
workable to tie different kinds of models about the 'world' together.
So, for example, a good idea for a feasible product is completely
different than a good idea for a seemingly infeasible product, but
still, the abstract qualities of the different 'good ideas' may be
similar enough that it can make the thoughtful reader think even if
the practicality of a particular idea is not seen.

Jim Bromer


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AGI
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