Shane Legg wrote:

>A better idea, I think, would be to test the system on *all* problems
>that can be described in n bits or less (or use a large random sample
>from this space).  Then your system is gauranteed to be completely
>general in a computational sense.

Sounds good to me.  Perhaps my motivation in thinking about test problems is
to give advance notice to those who in the future may claim they have
developed, or may claim that they are on the path to developing, human level
AI or AGI.  But given my lack of credentials in this arena, I would feel a
little sheepish professing to be a judge (I doubt many here would put a lot
of weight on a fresh Loebner bronze medal).  Still, it seems there may be
some benefit in developing Shane's list.  The Loebner-type Turing test is
fraught with difficulties, but is the only defined milestone that I am aware
of (except for lesser solved problems such as playing grandmaster level
chess).

A collection of tests that serve as milestones may be useful for guiding,
gauging, and judging.  Various types and difficulties of test could occupy
the space.  If the space could be coherently defined and populated by people
respected in the field, we would have a sophisticated means in which to
discuss progress.   Of course, it would not hurt to give each one a
substantial cash prize value :-)

On the subject of whether an AGI is a Turing Machine, it struck me that an
AGI will change based upon interaction with the physical universe.  So, its
internal state will be continuously changing due to input from the vastly
complex real world, making it unknowable to the extent that we don't know
everything about that which it interacts with.  We could only predict its
behavior if we knew its complete history right up to the very instance of
action, which may not be any easier than knowing what a bored human will do
in the next five seconds.

Kevin Copple

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