>From the rewrite-in-progress of the User Manual --

1.3 Does MindForth think?

The whole purpose of Mind.Forth is to think. It is an 
embodiment of the Cartesian Cogito ergo sum -- 
"I think, therefore I am." Mind.Forth does indeed think, 
but the real questions here are, how does Mind.Forth 
think, and what proof is there that Mind.Forth thinks? 

Mind.Forth thinks by having concepts at a deep level 
in the artificial mind, and by letting activation spread 
from one concept to another to another in a chain of thought 
under the guidance of a Chomskyan linguistic superstructure 
(syntax). Even without the syntax -- Greek for "ordering 
together" -- Mind.Forth would be able to associate from 
concept to concept and exhibit the purposive behavior of 
an animal such as, say, a dog, which shows a certain level 
of understanding in a complex activity such as inviting a 
human being to throw a stick and then chasing and fetching 
the stick and bringing it back and laying it on the ground. 
In fact, up until late 2001, the Mind.Forth algorithm tried 
to think all the concepts in a three-word sentence at once. 
The software would simultaneously activate the three words 
of three concepts in a subject-verb-object (SVO) order and 
proceed to generate a sentence with the three active words. 
Then one of those funny things happened on the way to the 
Singularity. In the AI Mind programming, the question arose 
whether the linguistic superstructure should "reach down," 
as it were, and activate the entire incipient sentence as 
a finished product of mind, or -- and here was a major 
confontation with the unknown quandaries of AI -- should 
the governing syntax reach down into the conceptual grid 
and not only activate one concept at a time, but also let 
the activated concept "have a say," so to speak, in the 
selection of the next concept to activate, and then likewise 
from the current concept on to the next concept? And should 
the chain of thought not be determined in advance, but 
rather unfold in the very process of generating an idea? 
The Mind.Forth author Mentifex decided to adopt the method 
of letting each concept in the chain determine the direction 
of the chain, and Mentifex suddenly realized that the 
thought process of such a linguistically guided mechanism 
was inherently more powerful than the simple, underlying 
alternative of letting concepts activate each other in a 
loose, unguided chaining of activations. In other words, 
syntactically guided thinking, as invented rather blindly 
by human beings, gives rise to the Albert Einsteins and 
the Benjamin Goertzels of this world.

Now, what proof is there that Mind.Forth thinks? The proof 
is in what Dr. Goertzel calls an "existence proof." Run the 
AI mind and observe, s'il vous plait, that thinking occurs. 
The thinking is very primitive indeed, but we are at the 
dawn of True AI in the world. The reason why Mind.Forth 
exhibits thinking, when other ambitious AI projects have 
failed to do so, is that Mind.Forth implements its own 
unique theory of mind. It was far more difficult for 
the independent AI scholar Mentifex to develop the theory 
of mind for MindForth than to write the MindForth software, 
although both endeavors each took over a dozen years of work. 
The Wright borthers figured out the theory of flight, and 
then they made and flew the first airplane in 1903. There 
are people who try to create an AI without having a theory 
of AI, and if they are lucky a theory will come to them along 
the way. With Mind.Forth you get the theory and the AI. 

ATM
--
http://mentifex.virtualentity.com/mind4th.html
http://mentifex.virtualentity.com/m4thuser.html

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