I believe the opposite.  I believe prediction IS the essence of verification, 
of correlation.  Prediction based regulation (intrinsic reinforcement or 
correction) is practical.  
If not, how else would you verify? 
--------------------------------
> Date: Tue, 24 Jul 2012 15:58:25 -0400
> Subject: [agi] Prediction is not a reliable method of verification
> From: [email protected]
> To: [email protected]
> 
> Mike's response to me in the thread, "Image schemas control all forms
> of action [Lakoff replies]" demonstrates what is wrong with the
> "prediction" method of confirmation of a theory about the world.  Mike
> acts as if he believes that since no one has a demonstration of an AGI
> program that this proves that a computer program (an algorithm as he
> calls it) is unable to deal effectively with new situations.  Most of
> believe that this conclusion is completely wrong.  At the very least
> his unanswered challenge does not in any way confirm his theory.
> 
> Now he might associate his prediction with a more constrained theory,
> like he predicts that no one in this group has an actual working AGI
> program and the lack of a taker for his challenge to produce one
> verifies it.  Ok, but again the fact that no one is willing to accept
> his challenge does not actually verify that.  There could be someone
> who has a working AGI program.
> 
> But even if we take it as verifying evidence, there is still no way
> that an automated program, which had to rely on prediction as a method
> to confirm its theories can actually verify that the predicted event
> truly happened and it truly verified its theory.  So even with a more
> constrained theory, in order to use prediction as a method to confirm
> a theory you first have to find a way to verify that the theory and
> the prediction were well constructed, the theory and the prediction
> were both uniquely interdependent and the observation by which the
> prediction was "confirmed" was also uniquely correct.
> 
> In other words, if we had an AGI program that was able to think then
> we might use the prediction method just as a human being might use it.
>  Or misuse it.
> 
> This shows that the verification through prediction is a faulty a
> concept as logic or any of the other would-be verification methods.
> 
> Jim Bromer
> 
> 
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