On Monday 21 April 2008 05:33:01 pm, Ed Porter wrote:
> I don't think your 5 steps do justice to the more sophisticated views of AGI
> that are out their.  

It was, as I said, a caricature. However, look, e.g., at the overview graphic 
of this LIDA paper (page 8)
http://bernardbaars.pbwiki.com/f/Baars+&+Franklin+GW-IDA+Summary+in+NeuralNets2007.pdf
(the green circle is step 3).

> No miracles occur, other
> than massively complex spreading activation, implication, and constraint
> relaxation, thresholding, attention selection, and focusing, and selection
> and context appropriate instantiation of mental and physical behaviors.

That "miracle occurs" was not to be interpreted as meaning that the miracle 
occurred without mechanism but, I hoped, to be recognized as a tongue in 
cheek way of saying that that this was the point where each system put its 
(different) "secret sauce".

> If you have read my responses in this thread one of their common themes is
> how both perception up from lower levels and instantiation of higher levels
> concepts and behaviors is context appropriate.  Being context appropriate
> involves a combination of both bottom-up, top-down, and lateral implication.

Sure. And people have talked about steering of attention, Steve Reed mentioned 
following moving objects, and so forth. But I haven't seen it given a 
*primary* place in the architecture -- whenever anybody's architecture gets 
boiled down to a 20-module overview, it disappears.

> So I don't view your alleged missing conceptual piece to be actually missing
> from the better AGI thinking.  But until we actually try building
> systems ... 

I have yet to see anyone give a consistent, general, overall theory of the 
role of feedback in *every* cognitive process. It gets thrown in piecemeal on 
an ad hoc basis as a kludge here and there. (and yes, there are lots of 
specific examples of feedback in many of the architectures, particularly the 
robotics-derived ones). 

You see, I happen to think that there *is* a consistent, general, overall 
theory of the function of feedback throughout the architecture. And I think 
that once it's understood and widely applied, a lot of the architectures 
(repeat: a *lot* of the architectures) we have floating around here will 
suddenly start working a lot better.

Josh

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agi
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