[comp.ai.digest] AIList V5 #254 - AI Methodology

MINSKY@OZ.AI.MIT.EDU (10/31/87)

Hurrah for Ken Laws when he says that

>An advisor who advocates duplicating prior work is cutting his
>students' chances of fame and fortune from the discovery of the
>one true path.

AI is still in a great exploratory phase in which there is much to be
discovered.  I would say that replicating and evaluating an older
experiment would be a suitable Master's degree topic.  Replicating AM
and discovering how to extend its range would be a good doctoral topic
- but because of the latter rather than the former aspect.

As for those complaints about AI's fuzziness - and AI's very name -
those are still virtues at the moment.  Many people who profess to be
working on AI recognize that what they are doing is to try to make
computers do things that we don't know yet how to make them do, so AI
is in that sense, speculative computer research.  Then, whenever
something become better understood, it is moved into a field with a
more specific type of name.  No purpose would be served by trying to
make more precise the name of the exploratory activity - either for
the public consumers or for the explorers themselves.

In fact, I have a feeling that most of those who don't like the name
AI also feel uncomfortable when exploring domains that aren't yet
clearly enough defined for their tastes - and are thus disinclined to
work in those areas.  If so, then maintaining the title which some of
us like and others don't may actually serve a useful function.  It is
the same reason, I think, why the movement to retitle science fiction
as "speculative fiction" failed.  The people who preferred the
seemingly more precise definition were not the ones who were best at
making, and at appreciating, the kinds of speculations under discussion.

Ken Laws went on to say that he would make an exception in his own
field of computer vision.  I couldn't tell how much of that was irony.
But in fact I'm inclined to agree at the level of lower level vision
processing - but it seems to me that progress in "high level" vision
has been somewhat sluggish since the late 60s and that this may be
because too many vision hackers tried to be too scientific - and have
accordingly not explored enough high level organizational ideas in
that domain.

- marvin minsky