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Human vs Computer Intelligence

DrLudicrous writes "The NYTimes is running an article regarding tests devised to differentiate from human and computer intelligence. One example are captchas, which can consists of a picture of words, angled and superimposed. A human will be able to read past the superposition, while a computer will not, and thus fails the test. It also goes a bit into some of Turing's predictions of what computers would be like by the year 2000."

40 of 405 comments (clear)

  1. I failed! by Trusty+Penfold · · Score: 4, Interesting

    I did the gimpy test.

    Results
    Result of the Test: FAIL

    You entered the following words:

    school
    tall
    warm

    The words possibly displayed in the image were:

    able
    tongue
    tongue
    full
    train
    pictur e
    shelf
    It switched pictures on me! Honest!!

  2. Difference = Taunting by Fastball · · Score: 5, Funny

    The difference between computer and human intelligence is the human ability to revel in his. That is, taunt others. Until a computer can get in my grill and explain to me on a colorful fashion that I am nothing more than a grab-ass-tic piece of *human* sh!t, then I won't think much of computers.

  3. In case its slashdotted: by stratjakt · · Score: 4, Funny

    Welcome to The New York Times on the Web!
    For full access to our site, please complete this simple registration form.
    As a member, you'll enjoy:

    In-depth coverage and analysis of news events from The New York Times FREE
    Up-to-the-minute breaking news and developing stories FREE
    Exclusive Web-only features, classifieds, tools, multimedia and much, much more FREE

    --
    I don't need no instructions to know how to rock!!!!
  4. Is this a joke? by .sig · · Score: 4, Informative

    Sure, computers aren't as smart as people. Wow.
    Computers are not good at complex pattern recognition. Wow.

    For the record, computers can recognize words like this, just not very easily. With a big enough dictionary and a lot of patience, you'd be suprised at what they can do. While still an undergrad I was able to write a rather simple program that would recognize images of the cardinal numerals, even if they were highly mangled, and worked with a grad student in building something that could pick out certain features of a rotated image and by comaring with some sample features, rotate the image correctly.

    --
    -Space for rent
    1. Re:Is this a joke? by susano_otter · · Score: 5, Interesting

      If that's true, then it really doesn't make sense to attribute Nietzche's conclusions to Nietzche, since they were also deterministic. The Universe figured it out, and Nietzche just manifested a phenomenon.

      The counter-argument is that formal systems (such as modern computers) have logical limitations that are not evident in human cognition. Therefore, machines must either make the same leap in complexity such that their actual thought processes can no longer be mapped directly to the underlying formal system, or else remain forever inferior to natural intelligences.

      It's also interesting to wonder if Nietzche knew about (or even could have known about) the discovery that nothing is deterministic at the subatomic level. Would he have persisted in his belief that intelligence was deterministic, or would he have theorized that it was probabilistic?

      --

      Any sufficiently well-organized community is indistinguishable from Government.

  5. Human intelligence by Reality+Master+101 · · Score: 5, Interesting

    We are never going to have a machine that is truly "human". Let me explain.

    That doesn't mean we won't have intelligent machines that can do just about anything intellectually that a human can do. A human being is more than just a smart computer. Our behavior is governed not only by the higher logic of our brain, but also by millions of years of bizarre -- often obsolete -- instincts. If you yanked a brain out of a body and hooked it to a computer, it would no longer be truly human because of the lack of hormonal responses that come from every part of the body.

    It's simply going to be too hard/impractical and, frankly, useless to make an intelligent machine that mimicked every hormonal reaction and instinctual mechanism.

    We will have intelligent machines, but we will never have human machines.

    --
    Sometimes it's best to just let stupid people be stupid.
    1. Re:Human intelligence by guidobot · · Score: 5, Funny
      hey, that's a truly well thought out and insightful post. EXCEPT for that the article is about how to prevent computers from automatically signing up for yahoo accounts (or pretending to be human online). frankly, i don't think yahoo is interested in the "lack of hormonal responses coming from every part of the body" -- unless they can find a hormone-testing software package they can use as part of the registration process.

      RTFA... that applies to moderators too.

    2. Re:Human intelligence by djembe2k · · Score: 5, Interesting
      You're mixing up levels here.

      No computer will have hormones, or millions of years of evolution, or bad hair days, or dendrites, or lots of things we have. But that's all beneath the surface, as it were. Turing's point is that whatever intelligence is beneath the surface, ultimately all we see if the phenomena of intelligence, its outward manifestations. If I decide whether or not you are an intelligent human (as opposed to a computer or a coffee table or a CD playing your voice), I don't see the gears turning inside your head, or really care if you've got actual gears or not. I just interact with you, and get an impression.

      The idea here is that to pass Turing's test, you create a machine with the outward appearance of all of those things, by abstracting the phenomena from the underlying causes.

      What your argument gets closer to is a slightly different point. Why would we want to create a computer that is indistinguishable from people? People make mistakes in their addition. People lie. People get depression and schizophrenia. People can be bastards. People don't want you to turn them off, and will fight like hell to stop you from doing it. If we really create an accurate simulation of human intelligence, one that acts like a person with neurons and hormones and everything else, you get all this baggage with it.

      I'd really like intelligent agents to search the web for me, to remind me about things I didn't tell them to remind me about, whatever. But I don't see the practical need to create a Turing testable machine, unless it is really an interim step by the AI gurus to get to the programs I want. Now, there may be a theoretical need, a human drive to create Turning's definition of AI because the gauntlet has been thrown down, but that's a different animal, ironically enough.

    3. Re:Human intelligence by Esteban · · Score: 4, Interesting

      That humans are too complicated for us to reproduce artificially is an empirical claim, and it's one that I think is likely true.

      Even if it turned out that we were able to produce what we'd now count as a "human machine," I think that we would then deny that it was human. That is, I suspect that it's a conceptual claim that there will never be any such thing as a human machine.

      No matter how human or intelligent a machine is, it'll never count as human (or even fully possessed of human intelligence, whatever that is), since the bar will be raised. (Consider that at one point, people thought the hallmark of being human was being rational and that the characteristic activity of rational beings was doing math...)

      When we've got a machine that passes all of the existing tests, someone'll ask "but why doesn't it cry during 'Sleepless in Seattle'?" or "why doesn't it hate Jar Jar?" or "does it get easily embarassed?"

  6. The New Turing Test? by Flamesplash · · Score: 5, Funny

    A I mentioned at the bottom of this journal entry. I think a new version of the Turing test should be whether a computer can tell the difference between a Human and a Computer.

    --
    "Not knowing when the dawn will come, I open every door." - Emily Dickinson
  7. Here's a test by sielwolf · · Score: 4, Funny

    [Kicks first man in balls]
    First Man [falls over]: "AAAAAHH!"
    Me: "Human."
    [Kicks second man in balls]
    Second Man [falls over]: "Gffffff-!"
    Me: "Human."
    [Kicks third man in balls]
    Third Man [falls over]: "..."
    Me: "He's the robot! Get 'im!!!"

    --
    What is music when you despise all sound?
  8. Philosophy 101 by The+Jonas · · Score: 4, Informative

    Searle's Chinese Room theory. Strong AI vs. Weak AI and human interaction/interpretation. Fun Stuff. http://www.utm.edu/research/iep/c/chineser.htm

  9. Instead of whining... by Alethes · · Score: 4, Informative

    It's very easy to do a search at news.google.com with some of the words from the story summary and come up with the story elsewhere.

    Yes, it's a nytimes.com link, but it's without the registration.

  10. It says I'm not human by Elladan · · Score: 4, Funny

    You entered: noses

    Possible responses: nose

    Result: FAIL.

    Wohoo! I'm a robot! This test proves it! Vegas here I come!

    Why does this test make me feel like I just had a run-in with John Ashcroft?

  11. Another Area Not Talked About Much - Vicarious Exp by syntap · · Score: 4, Interesting

    Another area not discussed in the article is vicarious experience, that is, experience and knowledge you have because some cause and effect relationship existed with someone or something else.

    For example, the computer's tactile interface has to touch the oven and say 110 deg C, as opposed to taking as fact "I heard a human mention that Unit 5 already did that and it was 110 deg C, so I accept it as fact that it is 110 deg C".

    I know I'll get modded down for this, but I wonder what the limits of questioning the computer / human participants was? (Article said they quized participants to see if they could tell who was human and who was a machine). Like, could they ask "What number am I thinking of?" The machine would blank out and the human would stupidly blurt out "69 dude!"

  12. Re:Non-issue. by Subcarrier · · Score: 5, Funny

    You have a point, though. Data can read, unlike 23% of the American population.

    --
    "I have opinions of my own, strong opinions, but I don't always agree with them." -- George H. W. Bush
  13. Wanna bet? by dubl-u · · Score: 5, Informative

    Mitch Kapor and Ray Kurzweil have bet $20,000 on whether a computer will pass the Turing Test by 2029.

  14. Re:Accessibility issues? by bytesmythe · · Score: 4, Interesting

    Apparently, there would have to be alt tags that read "Type the word FOO to signify you are a human, not a register bot."
    I suppose it could generate a spoken list of words in a sound file that is linked to from the image. The alt tag could then read "Please click to listen to a series of words. Enter the words to signify you are a human, not a register bot."

    --
    bytesmythe
    Hypocrisy is the resin that holds the plywood of society together.
    -- Scott Meyer
  15. And why bother by DunbarTheInept · · Score: 4, Insightful

    And furthermore, if what you need for the task at hand is a machine that behaves and thinks in every way just like a human being, then just hire a human being to do it.

    It's the differences between computers and humans that make computers so damn useful. Tell a human to add up a list of 200 numbers and he'll likely take a long time, and get the wrong answer because humans suck at repetative boring tasks beyond the limit of their attention spans.

    --

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

  16. A much more accurate test... by craenor · · Score: 5, Funny

    Involves measuring pupil dilation when asked a series of personal questions...very good method.

  17. One More Cool Item... by Tsar · · Score: 4, Interesting
    The home page of the CAPTCHA Website refers to an event in Slashdot history!

    CAPTCHAs have several applications for practical security, including (but not limited to):
    Online Polls. In November 1999, http://www.slashdot.com released an online poll asking which was the best graduate school in computer science (a dangerous question to ask over the web!). As is the case with most online polls, IP addresses of voters were recorded in order to prevent single users from voting more than once. However, students at Carnegie Mellon found a way to stuff the ballots using programs that voted for CMU thousands of times. CMU's score started growing rapidly. The next day, students at MIT wrote their own program and the poll became a contest between voting "bots". MIT finished with 21,156 votes, Carnegie Mellon with 21,032 and every other school with less than 1,000. Can the result of any online poll be trusted? Not unless the poll requires that only humans can vote.
    Cool, eh?
    1. Re:One More Cool Item... by guidobot · · Score: 5, Funny
      I remember that -- i was a student at CMU at the time. Someone posted to a widely read messageboard (misc.market) about the poll, and it was off to the races after that. Pretty funny.

      A related story was the time I saw on Boston.com that one of their editors was getting a haircut and they had posted an online poll for users to choose a style. Remembering CMU's adventures in slashdot polling, I posted to that same messageboard a plea for students to help the poor guy out.

      4000 robo-votes later, he had a mohawk. Then they showed pictures of him going home for mother's day, and his dad's embarassed look. The best part was the quote from the editor at the end of the story -- "I had fun with this and I hope all those hackers out there did too."

      So, see, geeks? You too can make a difference.

  18. Maybe.. by jedie · · Score: 4, Interesting
    Just maybe, if WE were smarter, we could make machines that are smarter. But then again, if WE were smarter, the level of intelligence that the machine reaches at that point is again lower compaired to our own intelligence.

    What I mean is, I don't think an intelligent being would be capable of creating something that is more intelligent than himself.
    The machines need to be programmed by humans, who are limited by their own inteligence.

    Can God make a rock so big that he can't carry it himself?

    --
    "The majority is always sane, Louis." -- Nessus
    http://slashdot.jp
    1. Re:Maybe.. by anthony_dipierro · · Score: 5, Funny

      What I mean is, I don't think an intelligent being would be capable of creating something that is more intelligent than himself.

      My dad was :).

    2. Re:Maybe.. by guidobot · · Score: 4, Insightful
      I think you need to take into account that any intelligent machine would make use of learning algorithms. So if man can teach a computer how to LEARN, and its got the time and resources to learn more than a human (say hundreds of processor years and a connection to the all the world's media), then the end result could be something "more intelligent" than the programmer.

      Or how about the example of the AI chess players, who can play vastly better than the people who programmed them?

  19. Taco Test by plip · · Score: 5, Funny

    I simply use my "Taco Test" (Inspired by the Invader Zim cartoon) to thwart chat bots and telemarketers. It's an amazing, powerful test that no computer or automated script can withstand.

    I ask the "suspected bot" if they like tacos. If they give me an intelligent answer, they are not a bot. If they give me an answer like "Wanna see my hot pics go to http://192.168.1.112/hotbabezzzz.pl?2345" Then they are a bot.

    This test also works on telemarketers in a slightly different fashion. I tell them to "STOP... I'll only buy your product if you send me a taco with it. If not, no deal." since there are big logistical problems with sending me a taco, they are thwarted every time. I'm sure this test would work equally well with any obscure food item.

  20. It won't work... by Quaoar · · Score: 5, Insightful

    Computers can be specifically programmed to solve puzzles such as a this...if a test arises that supposedly tests for "human" intelligence, humans can simply modify the code so that it can solve that sort of puzzle.

    That's what Gary Kasparov was complaing about when he played against Deep Blue the first time...there was a whole team of IBM programmers modifying the code during the game to specifically counter Kasparov's playing style. It wasn't a reflection of machine intelligence, it was an example of human adaptation imposed upon Deep Blue.

    --
    I'll form my OWN solar system! With blackjack! And hookers!
    1. Re:It won't work... by zCyl · · Score: 4, Funny

      Both neural networks and genetic algorithms (also genetic programming) can adapt to new situations and new problems. Humans are neural networks, and both neural networks and genetic algorithms can be programmed on a computer. The problem is simply that neural networks take a lot of processing power when using a single central processor (the way computers are typically designed), and work much more rapidly when done by a slower distributed neural network which does massive parallel processing (the human brain).

      The computer is not at all limited. Any physical process can be computed by a Turing machine, which means by extension that any modern PC can compute anything. It is simply a question of time required to compute it. The brain is a physical system, and is thus Turing computable.

      If there exists more to humanity than the physical, then computational theory does not claim that Turing machines can compute it. But the brain at least, and all of its adaptability to new situations and new problems, are computable.

      For more information search for information on programming "neural networks" and "genetic algorithms".

  21. Test is of no real use by photon317 · · Score: 5, Interesting


    Once you devise a test system, someone can write non-AI software that can fake it and pretend to be human by knowing what it needs to for the test. Only a real human can tell human and machine intelligence apart, not a systematic test. That's why Bladerunners had to manually test the androids, instead of just letting a machine do it. Real-time human insight is key to testing machine intelligence.

    --
    11*43+456^2
  22. Re:Non-issue. by stratjakt · · Score: 5, Funny

    >> You have a point, though. Data can read, unlike 23% of the American population

    He also got laid, unlike 97% of the slashdot population.

    --
    I don't need no instructions to know how to rock!!!!
  23. Poll Stuffing on Slashdot by Zordak · · Score: 5, Insightful

    The CAPTCHA website (how do you pronounce that, anyway) has a list of possible applications of CAPTCHA. The first mention is online polls, and recalls an event in 1999, when Slashdot (they use http://www.slashdot.com for some reason) had a poll for the best graduate CS curriculum. Carnegie-Mellon and MIT wrote competing poll-bots that stuffed the poll boxes. The point was supposed to be that a CAPTCHA would have prevented this. In my opinion, however, this was probably the most accurate Slashdot poll ever. Obviously, MIT wrote the better poll bot, since it stuffed more votes, and they didn't even start until somebody noticed that CMU was stuffing. Hence, the winner of the stuffing contest turned out to be the true winner of the poll.

    --

    Today's Sesame Street was brought to you by the number e.
  24. This ain't intelligence by Obfuscant · · Score: 5, Insightful
    This demonstration is not one of computer versus human intelligence. It is one of computer versus human cognition.

    In other words, can the computer detect the information in the same form that the human can? Can a human read a grocery store bar-code as easily as a computer? No. Can a human read one of those bit-boxes on the FedEx shipping label as easily as a computer? No. Can a human read the Tivo-data sent on the Discovery channel as easily as the computer? No. But none of those failures means the computer is more intelligent, just more capable of recognizing the information that is there.

    Both the computer and the human can recognize "moon/parma", but intelligence comes into play when the human starts thinking of Drew Carey and humming the theme music. Intelligence is not just collecting information, it is doing something useful with that information.

  25. Training a computer to fool Stumpy by ip_vjl · · Score: 5, Insightful

    I took the 'Stumpy' test - where it shows you six pictures and asks you to choose a word that describes them.

    Looks like their system is hosed right now because it showed me 4 pictures of horses, 1 of a cowboy, and one of a turtle.

    When it asked:
    What are these pictures of?

    I answered "things"

    apparently it didn't like my answer.

    Funny thing though, the images are being pulled by image number from the getty images database. You could write a piece of software to lookup the images at getty, pull the keyword list (that getty assigns to all photos) and cross reference the list to get the answer.

    --

    Then this got me thinking about the whole thing in general. My answer WAS correct. Reminds me of the Cheers episode where Cliff is on Jeopardy and answers the final Jeopardy question:
    "Who are three people who have never been in my kitchen."

    Not the answer they were looking for, but is it wrong?

    I was being a smartass the other day while watching sesame street with my daughter. They had pictures of 4 animals and asked which one didn't belong.
    kangaroo
    rabbit
    grasshopper
    fish

    they, of course, were looking for 'fish' - because the other three live on land or travel by hopping.

    I popped up that the answer could be the kangaroo - because the other three are native to north america. Or it could be the grasshopper, as the only one with an exoskeleton.

    My wife reminded me that it was a kid's show. :)

    It comes down to the fact that if an strict mechanism is used to judge the answers (like a computer) it may not be able to handle legitimate answers from humans.

    --

    Seems both the questioner and questionee need to be intelligent to participate.

  26. Edsgar Djikstra said it best... by CommandNotFound · · Score: 5, Insightful

    "Asking if a computer can think is like asking if a submarine can swim"

  27. What about the impaired? by phorm · · Score: 5, Interesting

    Did anyone notice that a lot of these "human" test are also the same ones used for things like hearing/eye tests, color-vision impairment, etc.

    This knocks out computers, which lack the intelligence/programming (so far) to differentiate between conflicting objects to make out a letter/numbers.

    It also may knock out humans with vision problems though, especially those with colour-vision issues.For those with hearing problems, the sound test isn't good either.

    It seems that right now, computers trying to translate these puzzles probably perform along par with old-folks. This also might mean that quite a few seniors may have issues getting a yahoo account though.

  28. Re:Windows, anyone? by buswolley · · Score: 4, Funny
    does a computer programs stupidity reflect anything other than the stupidity of the programmers, or the true difficulty of writing a program without such things. If the computer was taunting you it would say:

    Abort, Fail, Retry? I know how to fix it, but do you human?

    --

    A Good Troll is better than a Bad Human.

  29. Turing test by EmbeddedJanitor · · Score: 5, Interesting
    Most people misinterpret the Turing Test.

    I don't believe that Turing proposed the Turing Test as the test to use, but rather as a "mathematical proof" that you could construct such a test.

    Basically he said if you could not tell the difference between a computer and a person then you would have to say it was intellignet. ie. this is a way of establishing an upper-bound test - not necessarily that this is the best test.

    Unfortunately, IMHO, the AI community and other latched onto this test and put effort into fulfilling the Tring Test rather than more practical and useful goals.

    If you asked "Did you sleep well last night?" and the computer said "Me not sleep, me computer." (or some question on some other biological function) then you could probably determine the difference between a human and a computer. This need not, however, preclude machine intelligence.

    --
    Engineering is the art of compromise.
  30. Re:I Found A Great Deal of Resources on AI by Dark+Lord+Seth · · Score: 4, Funny
    You really can't argue that this ISN'T informative, though.
    I would like a +5 Informative please.
  31. Re:Non-issue. by Subcarrier · · Score: 4, Informative

    Sorry, my friend, but you're off by 20%. According to the UN, 97% of Americans can read. Not as many was we'd like, but far from 23% illiterate.

    That depends on whether you count level 1 literacy (that's roughly equivalent to being able to recognize street signs) as being able to read.

    --
    "I have opinions of my own, strong opinions, but I don't always agree with them." -- George H. W. Bush
  32. Re: The Chineese Room by johnrpenner · · Score: 5, Interesting



    the question of whether computers use intelligence the same way as humans use intelligence has long been determined through the 'chineese room'.

    the point of John Searle's Chinese Room being is to see if 'understanding' is involved in the process of computation. if you can 'process' the symbols of the cards without understanding them (since you're using a wordbook and a programme to do it) - by putting yourself in the place of the computer, you yourself can ask yourself if you required understanding to do it:

    Minds Brains and Programmes (The Original Chineese Room):
    http://www.bbsonline.org/documents/a/00/00/04/84 /b bs00000484-00/bbs.searle2.html

    the complementary question - 'is the human brain
    a digital computer' is answered by the same author:

    Is the Human Brain a Digital Computer (John Searle):
    http://www.ecs.soton.ac.uk/~harnad/Papers/Py104/ se arle.comp.html

    Summary of the Argument:

    1. On the standard textbook definition, computation is defined syntactically in terms of symbol manipulation.

    2. But syntax and symbols are not defined in terms of physics. Though symbol tokens are always physical tokens, "symbol" and "same symbol" are not defined in terms of physical features. Syntax, in short, is not intrinsic to physics.

    3. This has the consequence that computation is not discovered in the physics, it is assigned to it. Certain physical phenomena are assigned or used or programmed or interpreted syntactically. Syntax and symbols are observer relative.

    4. It follows that you could not discover that the brain or anything else was intrinsically a digital computer, although you could assign a computational interpretation to it as you could to anything else. The point is not that the claim "The brain is a digital computer" is false. Rather it does not get up to the level of falsehood. It does not have a clear sense. You will have misunderstood my account if you think that I am arguing that it is simply false that the brain is a digital computer. The question "Is the brain a digital computer?" is as ill defined as the questions "Is it an abacus?", "Is it a book?", or "Is it a set of symbols?", "Is it a set of mathematical formulae?"

    5. Some physical systems facilitate the computational use much better than others. That is why we build, program, and use them. In such cases we are the homunculus in the system interpreting the physics in both syntactical and semantic terms.

    6. But the causal explanations we then give do not cite causal properties different from the physics of the implementation and the intentionality of the homunculus.

    7. The standard, though tacit, way out of this is to commit the homunculus fallacy. The humunculus fallacy is endemic to computational models of cognition and cannot be removed by the standard recursive decomposition arguments. They are addressed to a different question.

    8. We cannot avoid the foregoing results by supposing that the brain is doing "information processing". The brain, as far as its intrinsic operations are concerned, does no information processing. It is a specific biological organ and its specific neurobiological processes cause specific forms of intentionality. In the brain, intrinsically, there are neurobiological processes and sometimes they cause consciousness. But that is the end of the story.

    --

    best regards,

    john