Jim: I consider the ability to intelligently transform a pure declarative 
statement into an action to be a necessary goal-seeking ability for an AGI 
program.  The program has to wisely or correctly learn that a particular part 
of a statement can be correlated with an action.

Just so.

And how are you going to correlate the concepts of language with the real world 
extremely complex courses of action that they denote – e.g.

PICK UP THE BOX.
EAT THE PIZZA.
COME OVER HERE.
PUT THE CHAIR OVER THERE.
LET’S HAVE A CONVERSATION.
GO TO THE KITCHEN.

These concepts have to be instantiated in complex courses of action in an 
infinity of possible versions of the relevant situations.  The objects referred 
to - boxes, chairs etc - could be in very diversely configured fields.  The 
courses of action referred to can be extremely elaborate multi-step courses of 
action which are merely *encapsulated* but in no way *itemised* by the 
concepts, and have to be creatively patched together.

Even the most basic language – the most basic vocabulary -  is extremely 
complex in reference and instantiation.

How are you going to correlate even the simplest language concepts with the 
complex embodied, robotic actions that they all require?.. and all without a 
body?

LOOK .. COME... GO... TAKE... PUT... LIFT... GIVE ME....      ?

Understanding language – correlating it with action – is vastly different from 
NLP.

 


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AGI
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