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Subject: Re: Artificial Intelligence

Author: Pedro Irazoqui-Pastor

Date: 10:19:13 01/27/98

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>On January 26, 1998 at 21:49:53, Robert Hyatt wrote:

>Does the fact that a brute force algorithm can play chess imply that
>intelligence is involved in the algorithm or does it imply that chess
>does not require intelligence to play.  Simple question which is
>difficult to answer...
>
>This seems like the kind of question a computer scientist would want to
>answer.  If you are simply interested in engineering a better chess
>program, that's cool.
>
> - Dan
>

Not to cut in on the discussion here, but I don't know that it is
anywhere written that there is only one way to play chess. That brute
force 1/0 algorithms make for a good game of chess, Deep Blue if not
others has proven. That this makes them interlligent I for one and many
a psychologist as well I imagine, would dispute. Intelligence is
obviously more than simple boolean operations on data-bits, at least I
hope so. When I play a game of chess, admittedly far worse than Deep
Blue, I rely on some amount of reasoning, some memorized
tactical/positional rules, and a certain amount of inspiration. The
first to an extent computers have, the second they are masters of, and
the third is completely beyond them. Certainly Deep Blue never claims to
have anything like intelligence, it is marely a multi-processor,
dedicated, beast of a machine. A super-calculator if you will. Neural
Nets and analog computers come far closer from my understanding, to AI,
but none has been developed which can come close to Kasparov in chess.
I don't know if I'm adding anything new to the discussion here, but it
seems to me that there are two fundamental points which need to be
nailed down. First that it is possible for a task such as chess to be
solvable in different ways human intelligence and computational brute
force can both be perfectly qualified approaches, but their both being
succesfull does not make them equal nor even necessarily similar. Second
that not all computers approach problem solving in the same way, some
use brute force, point systems memory and far-sightedness, some use
"learning" algorithms and neural nets, some use both. But it is
important to note that the one which has beyond any doubt lent
superiority to the computer over the average or indeed any human is the
first attribute, brute force. This is not intelligence, and nobody says
it is. Using the word intelligence in it's defenition therefore, is a
mistake. Which is not to say that computers don't play a damn good game
of chess.
---pedro



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