And then here is another one, this is a very interesting topic let me see if I 
can say this right - Entropy can be a dimensionalization of complexity. That is 
K-complexity through symbol dynamics using subshifts in this case: 
http://www.personal.psu.edu/t20/papers/sdedc.pdf

And I'd say entropy relates strongly to creative expression. You can see this 
when looking at music using symbol dynamics. There have been studies using 
neural networks to predict next sequences of music based on various entropies 
like pitch entropy and rhythm entropy...

John

> -----Original Message-----
> From: John Rose via AGI [mailto:[email protected]]
> Sent: Thursday, December 11, 2014 8:57 PM
> To: AGI
> Subject: RE: [agi] Entropy is not a measure of insight
> 
> " Entropy can be considered as a measure of uncertainty involved in a set,
> whether fuzzy or intuitionistic fuzzy or vague etc."
> 
> http://vixra.org/pdf/1309.0128v1.pdf
> 
> 
> > -----Original Message-----
> > From: Ben Goertzel via AGI [mailto:[email protected]]
> > Sent: Tuesday, December 9, 2014 11:42 AM
> > To: AGI
> > Subject: Re: [agi] Entropy is not a measure of insight
> >
> > Entropy (in math rather than thermodynamics)  is just a way of looking
> > at probability distributions ... sometimes a very convenient way ...
> > if probability is relevant to AGI (which I think it is) then entropy is
> relevant....
> >
> > On Tue, Dec 9, 2014 at 9:12 PM, Jim Bromer via AGI <[email protected]>
> > wrote:
> > > Ideas like entropy and thermodynamic principles have little
> > > relevance as fundamental principles for contemporary AI / AGI. The
> > > relevance to these ideas are artifacts of Shannon's thinking. They
> > > are not central to the ideas that might be abstracted and utilized
> > > effectively for creating artificial intelligence.
> > >
> > > One mind may make sense of external data that would look like
> > > entropic dissipation (or noise) to another. Entropy is therefore
> > > both relative and subjective. So, for example, if you were able to
> > > measure the 'entropy' of a system of related events in an AGI
> > > program and wanted to use this measure to determine causality, you
> > > would end up measuring the ability of the system to organize
> > > previously learned knowledge around the events. Relative subjective
> > > 'entropy' could be reduced by any organizing methods regardless of
> > > the usefulness of those organizing methods. Therefore, the thought
> > > that this method can serve as a fundamental principle of mind is
> > > misdirected. You can seize on any principle of subjective state of
> > > mind and try to claim that it is somehow fundamental to mind but it
> > > has never taken anyone where we want to go.
> > >
> > > You might abstract principles from other theories and say that they
> > > are relevant to some situation or some method of analysis, but to
> > > try to use them as the basis as a fundamental principle of mind is
> > > really out there. The fundamental principles of AGI have to be
> > > fundamental to thought.
> > >
> > > I have applied the method of my criticism to my own thinking and I
> > > have examined this criticism from different points of view and I
> > > still think this is a substantial critical view point.
> > >
> > > Jim Bromer
> > >
> > >
> > > -------------------------------------------
> > > AGI
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> >
> >
> > --
> > Ben Goertzel, PhD
> > http://goertzel.org
> >
> > "The reasonable man adapts himself to the world: the unreasonable one
> > persists in trying to adapt the world to himself. Therefore all
> > progress depends on the unreasonable man." -- George Bernard Shaw
> >
> > 




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