The problem of the emergent behavior already arises within a chess program
which 
visits millions of chess positions within a second.
I think the problem of the emergent behavior equals the fine tuning problem
which I have already mentioned:
We will know, that the main architecture of our AGI works. But in our first
experiments 
we will observe a behavior of the AGI which we don't want to have. We will
have several parameters which we can change.
The big question will be: Which values of the parameters will let the AGI do
the right things.
This could be an important problem for the development of AGI because in my
opinion the difference between a human and a monkey is only fine tuning. And
nature needed millions of years for this fine tuning.

I think there is no way to avoid this problem but this problem is no show
stopper.

- Matthias


Mike Tintner wrote:

This is fine and interesting, but hasn't anybody yet read Kauffman's 
Reinventing the Sacred (publ this year)? The entire book is devoted to this 
theme and treats it globally, ranging  from this kind of emergence in 
physics, to emergence/evolution of natural species, to emergence/deliberate 
creativity in the economy and human thinking. Kauffman systematically - and 
correctly - argues that the entire, current mechanistic worldview of science

is quite inadequate to dealing with and explaining creativity in every form 
throughout the world and at every level of evolution.  Kauffman also 
explicitly deals with the kind of problems AGI must solve if it is to be 
AGI.

In fact, everything is interrelated here. Ben argues:

"we are not trying to understand some natural system, we are trying to 
**engineer** systems "

Well, yes, but how you get emergent physical properties of matter, and how 
you get species evolving from each other with "creative," scientifically 
unpredictable new organs and features , can be *treated*  as 
design/engineering problems (even though, of course, nature was the 
"designer").

In fact, AGI *should* be doing this - should be understanding how its 
particular problem of getting a machine to be creative, fits in with the 
science-wide problem of understanding creativity in all its forms. The two 
are mutually enriching, (indeed mandatory when it comes to a) the human and 
animal brain's creativity and an AGI's and b)  the evolution of the brain 
and the evolutionary path of AGI's).





-------------------------------------------
agi
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