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Wolfram's 2,3 Turing Machine Not Universal

Fishbat writes "In a cutting message to the Foundations of Mathematics mailing list, Stanford's Vaughan Pratt has pointed out an elementary mistake in the recently announced proof that Wolfram's (2,3) machine is universal." Update: 10/30 04:18 GMT by KD : Ed Pegg Jr. from Wolfram Research points to this response to Dr. Pratt's note, which has been submitted to the FoM mailing list but has not yet appeared there due to moderation.

22 of 284 comments (clear)

  1. The Filter by eldavojohn · · Score: 5, Interesting
    The author of this e-mail, which is incredibly insightful and articulate asked:

    How did an argument containing such an elementary fallacy get through the filter? To be fair, I don't consider this that elementary a fallacy but when you break it down to if x + y = infinity then both x & y are infinity it does sound like a rather obvious pitfall. And, in response to his comment on catching it, it had not yet been through "the filter" as the original story stated:

    Smith's proof will be published in the journal Complex Systems. Meaning it had not yet been peer reviewed. But I agree with the author however abrasive he came off (although this is far higher than an elementary mistake) when he said:

    Had I pushed my luck my second question would have been, who has verified this proof that has taught an automata theory course at a suitably accredited institution? I can forgive an undergrad prof for missing this, his response was probably just to look at it and encourage the kid to submit it. Afterall, what motive would a professor have to read it?

    But what should really be noted is what Wolfram himself is quoted as saying from the initial publishing of this proof:

    "I had no idea how long it would take for the prize to be won," said Stephen Wolfram. "It could have taken a year, a decade, or a century. I'm thrilled it was so quick. It's an impressive piece of work." Alright, that last sentence there is pretty damning. I have heard time and time again on Slashdot that Wolfram just took other people's work, that he had people working underneath him & that he didn't actually know what he was talking about in his book. This is some corroborating evidence, in my opinion.

    I don't know a lot about finite automata but this whole display has shown that Alex Smith is talented but not the winner of the prize, it's best to accept and seek out all criticisms from your community before publishing & Wolfram is not the genius he makes himself out to be. I don't believe I will ever read "A New Kind of Science" as I have many other books in front of that one on my list.

    Sounds like just another step in the learning process for Alex--too bad about the cash but he is only 20 and from the looks of it has a bright and promising future. Quite the embarrassment for Wolfram, however.

    The real kicker would be if Wolfram had asked his staff to review the proof and they knew it had an elementary mistake and had told him it was golden. Now that would be poetic justice.
    --
    My work here is dung.
    1. Re:The Filter by Anonymous Coward · · Score: 5, Informative

      You misread the post. He said that if x + y = infinity and y is finite, then x must be infinity. This is TRUE for numbers. You cannot apply this by analogy to automata and think it is still true. It is not.

    2. Re:The Filter by jnana · · Score: 5, Informative

      Indeed. A prior email in that thread -- by the same author, Pratt -- makes it very clear by giving the example of 2 pushdown automata (PDA). A single PDA by itself is not universal, but the system comprised of 2 PDAs is universal, since each stack can represent one side of the Turing machine tape.

      As Pratt states, the fallacy is of the following form: a system comprised of 2 PDAs, PDA A and PDA B, is universal. PDA A alone is not universal. Therefore, PDA B must be universal (because the system as a whole is universal). QED.

      Of course, in the actual proof, it was not 2 PDAs, but a 2,3 machine and an encoder (i.e.,"PDA A" == "encoder" and "PDA B" == "2,3 machine").

    3. Re:The Filter by Anonymous Coward · · Score: 4, Informative

      Incidentally, for anyone who wants to learn something about automata and theory of computation and doesn't know where to start, I highly recommend the following book by Michael Sipser: Introduction to the Theory of Computation.

      It's quite pricey for such a small book, but it's worth its weight in gold (i.e., the time you save by reading this little masterpiece instead of something else that's less well written). You can find the 1st edition used for much cheaper than the 2nd edition, and the differences between the two editions are pretty minor.

      p.s. I have no connection to the book or the author. I'm just a very happy customer.

    4. Re:The Filter by Anonymous Coward · · Score: 4, Funny

      "p.s. I have no connection to the book or the author. I'm just a very happy customer."

      Hey Michael, long time no post.

    5. Re:The Filter by HeadlessNotAHorseman · · Score: 5, Funny

      Wolfram's 2,3 Turing Machine Not Universal
      HOLLYWOOD - In a shock move, MGM has undercut Universal in its bid for the movie rights to Wolfram's 2,3 Turing Machine. Insiders had predicted that Universal would make the deal to build on the phenomenal success of Wolfram's 2,2 Turing Machine, but it has since become apparent that Universal failed to include an option for all sequels in the original contract. The exact figure offered by MGM is unknown, but is believed to be approximately x + y, and we can confirm that y is a finite number. More details will follow.

      --
      I like my coffee the way I like my women - roasted and ground up into little tiny pieces.
  2. Is not universal? by MarsDefenseMinister · · Score: 4, Insightful

    What does that mean? Does this mean that it hasn't been proven to be universal (which is the case if there was just a bug in the proof) or is there another proof that shows the machine is not universal?

    kdawson, not proven to be universal and proven to be not universal are two different things.

    --
    No weapon in the arsenals of the world is so formidable as the will and moral courage of free men.-Ronald Reagan
  3. Bad Headline by EvanED · · Score: 5, Informative

    Wolfram's 2,3 Turing Machine Not Universal

    That's not, from my reading, what is true. What is true is that the proof is wrong, which means that it may not be universal, but reverts back to the unknown state.

  4. "from the whoa-not-so-fast-there-big-fella dept" by ZorbaTHut · · Score: 5, Funny

    Yeah, speaking of that . . .

    "Wolfram's 2,3 Turing Machine Not Universal". What? Where'd you get that? This issue doesn't prove anything of the sort - it merely shows that this proof is invalid. It may be universal, it may not, but we still don't know.

    So, ironically - whoa, not so fast there big editor.

    --
    Breaking Into the Industry - A development log about starting a game studio.
  5. Bad romantic consequence by Hao+Wu · · Score: 5, Funny

    I hope that this young man's girlfriend stands by him. So many women would be driven away from an otherwise suitable boyfriend who is skilled at the maths.

    --
    I suggest you read Slashdot
  6. Peer Review Rules by tjstork · · Score: 4, Insightful

    This sort of thing is science when it works at its best. Someone throws something out there, and another scientist checks it, and bam, we learn something.

    --
    This is my sig.
  7. Re:duh by schon · · Score: 4, Funny

    the universality of Turing machines is... gosh, what the heck does this mean? It means you need to study more for your CS exams.
  8. Title Proven To Be Misleading by yerdaddie · · Score: 4, Informative

    The Wolfram's 2,3 Turing Machine proof of universality was found to be flawed. This does *not mean* the 2,3 Turing Machine isn't universal. It just means it has not been proven to be universal. That would require another proof. Subtle distinction, I know; but in any case, the title of this article is fallacious.

  9. Re:Proven? by EvanED · · Score: 5, Funny

    Apparently some Slashdot editors have still to defeat the gargantuan misteries of propositional calculus...

    Or, you know, English.

  10. Re:duh by ispeters · · Score: 5, Informative

    You sound like a troll since you're so belligerent, but, in case anyone else here is legitimately wondering what it means for a Turing machine to be universal, I'll try to answer.

    Basically, a Turing Machine is an abstract "computer"--it's a tape (a skinny piece of paper) that has a start but no end (it's infinitely long, but it has a start), and a read/write head that can zip up and down the tape writing, reading, and erasing symbols on the tape. The Church-Turing Thesis postulates that a computable algorithm is any algorithm that can be computed in a finite number of steps by a Turing Machine. There are some things that look like algorithms and seem like they should be computable but are in fact impossible. The classic example is the Halting Problem.

    Anyway, a regular Turing Machine only computes one function--it's a single-purpose machine. A Universal Turing Machine is a Turing Machine that can simulate any other Turing Machine by interpreting a codified description of the other machine. Since every computable function is isomorphic to some Turing Machine and every Turing Machine can be simulated by a Universal Turing Machine, every computable function can be computed by a Universal Turing Machine. The computer you're using to read this is an approximation to a Universal Turing Machine (the RAM would have to be infinite in size to be a proper Turing Machine), and the codified descriptions that it interprets are the binary executables that you run on it.

    Hope that helps,

    Ian

  11. I rate this proof by MillionthMonkey · · Score: 5, Funny

    (Score: 2,3 Possibly Informative)

  12. Vaughn Pratt is confused by evgalois · · Score: 5, Interesting

    No, Vaughn Pratt is confused. There is a post from on the FOM mailing list that explains the confusion. There are subtle issues concerning the nature of computational universality in the presence of infinite initial conditions. Vaughn Pratt is probably remembering work from the 1950s on computational universality, which does not address these issues. There are different definitions that could be given for computational universality with infinite initial conditions. Alex Smith's proof was verified with a particular, natural, definition that was chosen for the prize. So all is well. The 2,3 Turing machine's universality has not been toppled with one email and the personal opinion of Vaughn Pratt. What has happened, though, is that questions that have not been discussed since the 1950s are (this week) back in vogue again.

    1. Re:Vaughn Pratt is confused by Ed+Pegg · · Score: 5, Informative

      I'm posting from Wolfram Research. Basically, a message from Vaughan Pratt was posted to the correct spot, the FOM list. Dr. Pratt likely didn't expect his message to get a late night SlashDot level exposure. A response to his message has already been sent to the FOM list, but it is a moderated list, and the response is not visible yet. Here is a copy of the FOM posting from Todd Rowland, from the Wolfram prize committee. http://forum.wolframscience.com/showthread.php?s=&threadid=1472 This is how math is done ... trying to poke holes in proofs.

    2. Re:Vaughn Pratt is confused by evgalois · · Score: 4, Interesting

      Here is the explanation about the suposed "flaw", which of course it is not: http://forum.wolframscience.com/showthread.php?s=&threadid=1472 And my comments on the guy that thinks that the universality definition was changed for the prize benefit (I am surprised about how many people write about this without knowing a bit of the subject and trying to sound technical talking about "AND gates" completely nonsense): Concerning the definition of universality, a halting state or halting instruction wasn't a requirement. This is a common usage nowadays in the field of small universal Turing machines, which is a generalization of previous definitions. If there is no clear definition is because there is no clear-cut, established procedure to determine when an initial condition is computationally simple enough to be acceptable. Some would wish universal computation stick to a finite initial condition with an unbounded tape filled with "blanks", because that's the only case where the theory is entirely clear. However, others accept generalizations such as periodic "blank" words as long as they remain computationally simple enough (possibly generated in the same fashion as an unbounded "blank" tape). So Alex Smith's use of a non-periodic but still sufficiently computationally simple background is a natural generalization of this sort. The key point is that the background can be set up without doing universal computation, so the 2,3 machine itself actually carries out the computation. We are glad that this is making a contribution to the discussion on universality. We expect that others will further clarify what Alex Smith has done. We particularly hope that his methods can be extended to other similar proofs.

    3. Re:Vaughn Pratt is confused by evgalois · · Score: 4, Informative

      Well, that's a good start: you accepting you are not an expert in the field but pretending to judge something that of course experts reviewed. It is nice that people like you think on this problem and possible flaws, though. Of course nobody is changing the well stablished definition of a Turing machine. But it is accepted even by the experts that there is no clear definition on universality. You should follow all the FOM posts and not only those that you think are better to critic others. The definition of universality has been modify several times, the first to make a generalization exactly as the used by Alex Smith was Watanabe as early as in the 60's. Alex Smith contribution is a generalization of the same sort. If you want some references feel free to check these and then reply again: [1] Manfred Kudlek. Small deterministic Turing machines. Theoretical Computer Science, 168(2):241-255, November 1996. [2] Manfred Kudlek and Yurii Rogozhin. A universal Turing machine with 3 states and 9 symbols. In Werner Kuich, Grzegorz Rozenberg, and Arto Salomaa, editors, Developments in Language Theory (DLT) 2001, vol. 2295 of LNCS, pp. 311-318, Vienna, May 2002. Springer. [3] Maurice Margenstern and Liudmila Pavlotskaya. On the optimal number of instructions for universality of Turing machines connected with a finite automaton. International Journal of Algebra and Computation, 13(2):133-202, April 2003. [4] Claudio Baiocchi. Three small universal Turing machines. In Maurice Margenstern and Yurii Rogozhin, editors, Machines, Computations, and Universality (MCU), volume 2055 of LNCS, pp. 1-10, Chisinau Moldavia, May 2001. Springer. [5] Turlough Neary and Damien Woods. Four small universal Turing machines. Machines, Computations, and Universality (MCU), volume 4664 of LNCS, pp. 242-254, Orleans, France, September 2007. Springer. [6] Yurii Rogozhin. Small universal Turing machines. Theoretical Computer Science, 168(2):215-240, November 1996. [7] Shigeru Watanabe. 5-symbol 8-state and 5-symbol 6-state universal Turing machines. Journal of the ACM, 8(4):476-483, October 1961. [8] Shigeru Watanabe. 4-symbol 5-state universal Turing machines. Journal of Information Processing Society of Japan, 13(9):588-592, 1972. That is why many serious authors as Vaughn Pratt can be confused. Because they are not updated on the subtles of the field. We are glad that this is making a contribution to the discussion on universality. We expect that others will further clarify what Alex Smith has done.

  13. Re:Can I get a refund by rubycodez · · Score: 4, Funny

    only if the infinite tape is mostly unused

  14. Re:wolfram inc. sinking deeper and deeper by tlord · · Score: 4, Informative

    Yes, exploited. It's a professional embarrasment at the start of his career. I'm not sure $25K is a fair price.

    It's a basic logic problem. The original challenge problem could be restated: "Prove either that there exists a non-universal machine which emulates the 2-3 machine OR that the 2-3 machine can only be emulated by a universal machine." The proof does neither. Wolfram Inc. reps have come back with "Well, perhaps we should change the definition of universality!" Only, they aren't very concrete in offering an alternative with any rigor and the vague suggestions they are making don't add up (e.g., don't answer Vaughn Pratt's counter-example of paired push-down automata).

    What the student proved here may turn out to be an interesting and useful result (not the universality of 2-3 but the universality of this interesting combination of machines). Students should be encouraged to work on such problems. Students should be encouraged to write as well as this student is learning to do -- it's a nicely presented paper (trivial formatting bugs aside). But students shouldn't be encouraged to go in those directions on false premises.

    At least two interesting questions come from the students work. To Wolfram Inc.'s credit, they are pointing in the general direction of these new questions (even while not yet acknowledging their mistake). The new questions: Do there exist simple machines whose universality is undecidable (and might 2-3 be an example)? If 2-3's universality is either false or undecidable (and especially in the latter case) can we find any useful structure to what combinations of it with other machines clearly are universal?

    I'll leave it as an exercise to figure out how raising those questions relate to the "Priciple of Computational Equivalence" in NKS but, meanwhile, leave the student out of it!

    We'll see. With an additional step that "finitizes" the student's construction the proof is rescued and raised to the status of an important lemma -- but if that step isn't very quickly forthcoming, the prize -- in no small part an advertising vehicle -- was administered in a pedagogically misleading way.

    -t