On Jan 20, 2008 10:17 PM, Ben Goertzel <[EMAIL PROTECTED]> wrote:
> > So, people do have a practically useful way of cheating problems in NP
> > now. Problem with AGI is, we don't know how to program it even given
> > computers with infinite computational power.
>
> Well, that is wrong IMO....  AIXI and the Godel Machine are provably correct
> ways to achieve AGI with infinite (or even huge finite) computational power.

Well, that is wrong IMO. ;-)

Given infinite (or even huge finite) computational power, AIXI and the
Godel Machine will achieve their working definition of intelligence
(i.e., Hutter's Universal Intelligence), but whether that definition
captures all aspects of "AGI" is still an open question.

For example, "to predict what will happen in the environment" and "to
predict the next input from the environment as a TM" are two very
different problems, at least to me. For the former, the environment
can be described by a hierarchy of concepts with different
granularity, which for the latter, the environment is always described
at the same level.

For some people in this list, I can predict their opinions on certain
topics with high accuracy, though I have little idea on what letter
will be the first letter of their next post. If I have to predict
that, I'll have to depend on the the occurrence distribution of
English letters, and my knowledge about their opinions play no role.

Pei

> Furthermore, if we assume humongous computational power, the Novamente
> design becomes a lot simpler ... almost but not quite as trivial as AIXI or 
> the
> Godel machine...
>
> The whole AGI problem is about coping with seriously bounded computational
> resources ... as has been pointed out on this list soooo many times ... and as
> Eric Baum argues quite elegantly (among other points) in What Is Thought?
>
> ben
>
>
> --
> Ben Goertzel, PhD
> CEO, Novamente LLC and Biomind LLC
> Director of Research, SIAI
> [EMAIL PROTECTED]
>
>
> "We are on the edge of change comparable to the rise of human life on Earth."
> -- Vernor Vinge
>
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