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Kasparov OpEd On His Latest Match

molrak writes "Garry Kasparov has written his thoughts and observations on the difference between his recent battle with Deep Junior as opposed to his battle against Deep Blue, including some of the fundamental differences between the two programs. If you missed out on the event, you can catch up with it at the site of the event's sponsor, including both 2d and 3d viewing options. (Note, viewing options require both site registration with x3dworld and proprietary Microsoft software.)"

12 of 335 comments (clear)

  1. Aritificial Intelligence by Pavan_Gupta · · Score: 4, Insightful

    Kasparov seems to think that making a powerful chess machine would constitute creating a machine with the power to "think." I hardly believe that to be correct, and moreover .. with enough proccessing power, a computer could map out chess moves far further into the future than kasparov could ever hope to.

    I guess the real question has more to do with .. where does one go after they realise that chess is only a little game?

    1. Re:Aritificial Intelligence by kfg · · Score: 3, Insightful

      The point being that chess is a, theoretically, *solvable* game. The precise solution isn't known, although we have a good deal of empirical data regarding possible solutions. (Although white to win has been proven)

      The chess computers rely on this empirical data, not on thinking. They *compute.* Big deal.

      To really demonstrate a machine that has something of the sort that could be truely called AI it will have to compete with a human player on at least a near even level at a complex and *unsolvable* game.

      Chess is the beginners level of game playing computers, and they're just about "getting there." Go is the Holy Grail, and they ain't even close. To date no one has made a Go playing program that can reasonably hold it's own against even a relative novice.

      KFG

    2. Re:Aritificial Intelligence by tpengster · · Score: 5, Insightful

      The point being that chess is a, theoretically, *solvable* game.

      Actually, that is beside the point. The state space of chess has some 10^120 states, larger than the number of particles in the universe. For practical purposes chess is unsolvable.

      The precise solution isn't known, although we have a good deal of empirical data regarding possible solutions. (Although white to win has been proven)

      Um.. no, white has not been proven to win. If I'm wrong, Why don't you show us the solution?

      The chess computers rely on this empirical data, not on thinking. They *compute.* Big deal.

      OK, those are two different things. If they relied on empirical data, that means that they would simply be looking up moves in a table. They're not (until the very endgame). They're looking ahead and then measuring positional and material differences. Quite a difference. And for that matter, the human brain, by the strong AI theory, is just a computer. So Kasparov is "just" computing when he plays a move. He just happens to have a massively parallel computer with billions and billions of neurons making computations simultaneously. "Big deal" indeed

      Go is the Holy Grail, and they ain't even close. To date no one has made a Go playing program that can reasonably hold it's own against even a relative novice.

      Once computers win Go, people will complain that they are "just" doing pattern matching, and so forth. The truth is that critics like you will never be satisfied with the state of AI because once a problem is solved, it will also be demystified. The fact that programs would approach a problem differently from humans is to be expected. These are chess programs. Not brain emulators.
  2. Re:so ... by 1984 · · Score: 3, Insightful

    If it were as simple as "the computer is no better at chess than those who programmed it" well then those folk be better than Kasparov. I'm guessing even that whole Deep Jr. team might not be so convincing playing (collectively) as humans against Kasparov.

    What do you think of as a practical application, by the way? (Serious question)

  3. I remain unimpressed by isoteareth · · Score: 3, Insightful

    I don't "get" the fascination people have with computers playing chess. Searching a game tree is not something I find overly impressive. The root problem (the tree searching algorithms and such) is somewhat interesting, but the computer isn't playing chess in the same way as a person. I don't really care how far down into a tree a modern processor has time to search. It doesn't indicate any sort of "intelligence" in the holy grail sense of AI. Chess is a very limited, structured problem.

    My calculator can find nth roots faster and with greater precision than I can...should I be fascinated by that as well?

  4. Re:The main difference... by Tumbleweed · · Score: 4, Insightful

    Not only was the lastest match a tie, Kasparov actually made a stupid (for him) mistake in one of the earlier games which he might've won. The human element, it'll getcha every time. If Kasparov could always play at his best like Deep Junior can, then he could quite likely have beaten it this time around, too. Still, Deep Junior was an impressive, sexy bitch, as Kasparov says in this article. If _Kasparov_ is impressed, you should be, too!

  5. Re:There are 3 stages of a chess game... by phantumstranger · · Score: 4, Insightful
    That is unless the true line goes so deep into the middle that it really creates no middle at all.

    For instance, there are more lines for 1. e4 than any other and some of those lines, if played right, can go 40 moves and more. At that point the opening overlaps the middle and the only way to be win by suprise (read creativity) is to find a new line. But in creating the new line - which can amount to one different move throughout the sequence that creates new possibilities, or lines - you are, as a byproduct, creating a new opening.

    So I want to offer this - The game of Chess is where humans will always have the advantage. But machines can help us by figuring out which lines are well thought out and which ones have flaws. The counter to that is that we are the only ones that can think out the lines in the first place!

    --
    "From of old, there are not lacking things that have attained Oneness." - Lao Tzu
  6. Re:an assumption by gwernol · · Score: 4, Insightful

    Is this game fun? Probably not. :) But that doesn't take away from the fact that an intelligent human could look at a source printout and figure out if it halted or not, but no general algorithm can be deduced that would do so. Thus, for a computer to win at this game, it would actually have to show intelligence, and not raw computational skill.

    I was with you right up to the end. However it is most certainly not shown that a human can solve the halting problem. It is proven that (in the general case) no algorithm can say whether a program halts. The only way a human can prove whether an algorithm halts is by using mathematical formalisms that are also limited.

    What people can often do is make an "intelligent" guess about whether a program halts. In fact computers can do this too: you can provide a machine with a set of heuristics (rules of thumb) that it can use to estimate the likelihood that a program will halt. That program could do better than random, just as a human could. But that is not the same as proving the program does or does not halt.

    I have never seen any evidence to suggest that humans can solve the halting problem for the class of unsolvable programs.

    Nevertheless you are right that there are unsolvable games. In fact there are an infinite number of them.

    --
    Sailing over the event horizon
  7. Re:Kasparov Biography by damiam · · Score: 5, Insightful
    Kasparov saw him enter the room in his (Fischer's) cotton shorts and shirt and wide brimmed straw hat and decided to offer a game and his hand for a shake. Fischer just looked at him, looked at his hand and walked on by to take in a game with his old buddy Spassky

    Maybe I'm misreading what you said, but that sounds like Fischer was the arrogant one, and Kasparov was just being polite.

    --
    It's hard to be religious when certain people are never incinerated by bolts of lightning.
  8. Re:an assumption by egomaniac · · Score: 4, Insightful

    But that doesn't take away from the fact that an intelligent human could look at a source printout and figure out if it halted or not, but no general algorithm can be deduced that would do so.

    Complete, utter, and unmitigated bullshit.

    If it can't be solved algorithmically, humans can't solve it either. Even if a human came up with the right solution, in the general case, you would never be able to prove it!

    Simple example: I write a program which "solves" chess. In other words, it loops through every possible game configuration and determines whether, say, white can always force a win. If so, it halts. Otherwise, it just drops into an infinite loop. Now, naturally, this game would take longer than the universe's lifespan to run, but that's not the point. The point is that determining whether or not this program halts is equivalent to solving the problem in the first place! To know whether or not it halts, you have to know whether or not white can always force a win. The halting problem is equally unsolvable for both man and machine. We both use algorithms, even if we don't understand our own algorithms. The fact that we do use algorithms means that we're just as subject to the rules of what is and is not computable.

    Put in other terms, a computer simulating a human brain would be able to solve the exact same problems as a human, and in the same ways. If a human can solve a problem (and prove it, not just make an intelligent guess), then it's by definition computable. The only counter to that is to assume that it is impossible to build a computer that simulates a human brain, but you're on shaky ground making such a claim.

    --
    ZFS: because love is never having to say fsck
  9. Re:Kasparov Biography by timeOday · · Score: 3, Insightful
    Bobby Fischer praised the 9/11 attacks over the radio. He can go to hell and burn for all I care.
    You mindless retard [ishipress.com]

    "Bobby expresses extreme views, such as when he says that white Americans should go back to Europe and Black Americans should go back to Africa and give America back to the Indians. While this is a silly idea, once again there are many who agree with it.... Also, the attack on the Pentagon, which Bobby did know about, was not by definition a terrorist act. Under any reasonable definition of "terrorism", the Pentagon is a legitimate military target.

    Nice reference, I had no idea Fisher was such a blithering idiot. Apparently he feels the terrorists were perfectly within their rights to drive an airliner full of innocent civilians into the Pentagon. I think I liked him better as an long-forgotten recluse.
  10. Re:Kasparov Biography by DunbarTheInept · · Score: 3, Insightful

    Terrorism is attacking civilian targets for the fear factor. The Pentagon is the fucking head of the military - hardly a civlian target by any stretch of the imagination. Does pointing this out mean I agree with the 9/11 attackers? Of course not. TO assume so one would have to be, what were the words you used - oh yes, "a blithering idiot".

    This is just like the flak Bill Maher got over pointing out that "cowardly" is the wrong word to use to describe a group that willingly died to carry out an attack of some sort - EVEN IF that attack is a terrorist one. The hijackers were guilty of a great many evils, but cowardice wasn't one of them. Just the opposite, actually.

    People think that any sort of criticism of the press coverage of an event equates to support of the perpetrators of that teven, because people are idiots.

    --

    Don't label something "offtopic" unless you know the topic well enough to tell what's on topic.