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Replacing the Turing Test

mikejuk writes A plan is afoot to replace the Turing test as a measure of a computer's ability to think. The idea is for an annual or bi-annual Turing Championship consisting of three to five different challenging tasks. A recent workshop at the 2015 AAAI Conference of Artificial Intelligence was chaired by Gary Marcus, a professor of psychology at New York University. His opinion is that the Turing Test had reached its expiry date and has become "an exercise in deception and evasion." Marcus points out: the real value of the Turing Test comes from the sense of competition it sparks amongst programmers and engineers which has motivated the new initiative for a multi-task competition. The one of the tasks is based on Winograd Schemas. This requires participants to grasp the meaning of sentences that are easy for humans to understand through their knowledge of the world. One simple example is: "The trophy would not fit in the brown suitcase because it was too big. What was too big?" Another suggestion is for the program to answer questions about a TV program: No existing program — not Watson, not Goostman, not Siri — can currently come close to doing what any bright, real teenager can do: watch an episode of "The Simpsons," and tell us when to laugh. Another is called the "Ikea" challenge and asks for robots to co-operate with humans to build flat-pack furniture. This involves interpreting written instructions, choosing the right piece, and holding it in just the right position for a human teammate. This at least is a useful skill that might encourage us to welcome machines into our homes.

129 comments

  1. Alan Turing did not test robots. by Anonymous Coward · · Score: 1

    The Turing test was a CONCEPT, not an actual test.

    1. Re: Alan Turing did not test robots. by Anonymous Coward · · Score: 0

      lol thank you. I gotta go back over Turrings work. I am confused as fuck by the article.

  2. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    How about learning what it is about before giving idiotic opinions?

    Insightful and helpful comments like this is why /. is gaining participants at an outstanding rate.

  3. To err is human by Anonymous Coward · · Score: 0

    To really foul things up, you need a computer. -- Paul Ehrlich

    I'll build the furniture on my own, thank you very much.

  4. Poop test by Anonymous Coward · · Score: 0

    When a computer can poop then it is A.I. Because everybody poops..everybody but computers, that is.

    1. Re:Poop test by NoNonAlphaCharsHere · · Score: 1

      Computers have pooped on me LOTS of times.

  5. Small change... by CanEHdian · · Score: 1

    "The trophy would not fit in the brown suitcase because it was too big. What was too big?"

    If you change this to "The trophy would not fit in the brown suitcase snugly because it was too big" I wouldn't be able to answer it, either.

    --
    When the copyright term is "forever minus a day", live every day like it's the last.
    1. Re:Small change... by Anonymous Coward · · Score: 0

      That is a remark that a computer would make. I'm sorry, you fail the Turing test.

    2. Re:Small change... by Anonymous Coward · · Score: 0

      So if they change it to an ambiguous question a human would also have difficulty, who'd have thought that. I guess they were just lucky in the question they picked?

    3. Re:Small change... by itzly · · Score: 1

      Why would we need to replace the Turing test, if it's perfectly possible to ask these types of questions as part of the Turing test.

    4. Re:Small change... by rtb61 · · Score: 1

      The most obvious replacement for the Turing test is the politician test. How 'smart' does a computer need to be to pretend to be smart when speaking on behalf of others. So receiving 'er' contributor input and producing a speech that sounds really good based upon those 'er' contributions, which doesn't mean much and surreptitiously hides the real intent of the 'er' contributors in the speech behind sounds good messages. Sort of a Bush vs Obama measurement scale, both doing much the same thing but one sounds a whole lot better than the other whilst carrying out much the same scam, that includes being able to answer questions whilst maintaining the same spin, a bullshit-o-meter.

      --
      Chaos - everything, everywhere, everywhen
  6. Why a human in the IKEA challenge? by Wycliffe · · Score: 1

    I like the idea of the IKEA challenge but why include a human? I would think having a robot
    open a box, pull out the instructions, and assemble the piece of furniture would be huge.
    Having a person involved just muddles the issue. You obviously might have to start with
    simple furniture but this seems like a worthwhile challenge as assembling furniture at
    times can even stump humans.

    1. Re:Why a human in the IKEA challenge? by Anonymous Coward · · Score: 0

      If you can afford a robot that could do this, your furniture is not going to be cheap junk that is assembled by the customer.

    2. Re:Why a human in the IKEA challenge? by Smallpond · · Score: 1

      To be fair the test has to be something possible for a human, also

    3. Re:Why a human in the IKEA challenge? by itzly · · Score: 2

      The extra human is to see whether the computer will end up in a emotional argument with the human about the best way to interpret the instructions.

    4. Re:Why a human in the IKEA challenge? by CaptainOfSpray · · Score: 1

      What's difficult for a human in assembling IKEA furniture is PAYING ATTENTION to the instructions. I have been assemblling IKEA furniture for 40 years (since there were only two IKEA stores in the whole world) and I have never had instructions that were not right. When humans screw up an IKEA assembly, it's because of choosing the wrong piece, or not rotating the piece to the correct orientation, or not using the correct screw/bolt/doohickey for the currrent stage.

      Frankly, the "IKEA test" identifies creatures who claim to be human, but aren't.

      --
      "Cock Up Your Beaver" does not mean what you think. This sig is intended to clog filters and annoy do-gooders
    5. Re:Why a human in the IKEA challenge? by Greyfox · · Score: 1

      For some reason I just thought of Calculon breaking down and crying, "Why are there THREE EXTRA SCREWS?! Whyyyyyy!"

      --

      I'm trying to teach myself to set people on fire with my mind... Is it hot in here?

    6. Re:Why a human in the IKEA challenge? by Sarten-X · · Score: 1

      Calculon is an actor, not a businessrobot.

      It's cheaper to include extra screws than to pay customer service to deal with the the complaints of missing parts, or to cover the extra cost of a more thorough inspection process. The easiest way to tell if a unit was packed properly is to weigh it precisely, and only ship the units that weigh the correct amount. A missing screw may fall within the error margin of the scale, so by throwing in an extra screw or three, the risk of actually being short a part is greatly reduced.

      Of course, they won't promise those extra screws in the instructions, so it's entirely possible to be human/robot error, unless you counted the parts prior to assembly... you did count your parts, right?

      --
      You do not have a moral or legal right to do absolutely anything you want.
    7. Re:Why a human in the IKEA challenge? by __aaltlg1547 · · Score: 1

      Presumably to immunize the experiment against shortcomings in the mechanics.

    8. Re:Why a human in the IKEA challenge? by Wycliffe · · Score: 1

      If you can afford a robot that could do this, your furniture is not going to be cheap junk that is assembled by the customer.

      Maybe right now, but once the problem is solved, making it cheaper would probably be fairly
      straightforward. The point isn't for it to be economical but that it's a task that is fairly simple
      for a human but impossible for a computer. Of course, we have a long way to go as
      demonstrated by this video sped up 50 times: https://www.youtube.com/watch?...

  7. inexplicable emergent behavior by Anonymous Coward · · Score: 0

    that should be the criteria

  8. Just a waste of time by Sqreater · · Score: 1

    Clever programming and mechanics do not make "AI" and human "robots." Interesting machines, but nothing more. Nature is not an idiot.

    --
    E Proelio Veritas.
  9. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    Pretty much - "We still haven't figured out how to pass the turing test" - time to move the goal post.
    Which reminds me. - anyone else shit their pants when the Seahawks lined up on the 1 yard line? How come Pete Carrol hasn't been fired yet ? I'm pretty sure any computer could have called a better play. I mean you saw how fast Brian Williams got flushed for doing his John Kerry imitation. Oh look Clarence, another angel just got his wings.

  10. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 1

    Thats fair. However, the article is fair in its opinion too.

    What was good in 1950 may not be so relevant anymore.

    The base of the test is probably fine. But an updated one for things we want an AI to do today is a good idea.

    Much like the ACID tests for browsers. They help set the bar for what we want out of our computers.

    Right now most 'AI' is brute force depth searching with some statistical weighting. Is that AI?

  11. Re:TL;DR People doesn't understand the Turing test by Smallpond · · Score: 1

    The difference is that the "swiftboaters" were lying and ended up getting sued.

  12. The suitcase by Anonymous Coward · · Score: 0

    fit
    v. fitted or fit, fitted, fitting, fits
    v.tr.
    1.a. To be the proper size and shape for. e.g: These shoes fit me.

  13. When it's funny? by cellocgw · · Score: 1

    Really -- someone suggests a computer program could identify when to laugh at a sitcom? When humans are likely to disagree rather strongly about which parts are the funniest? Heck, even Mycroft's first jokes were on the weak side of humor. It took a lot of coaching from the humans to get (his) jokes classy.

    --
    https://app.box.com/WitthoftResume Code: https://github.com/cellocgw
    1. Re:When it's funny? by Anonymous Coward · · Score: 0

      In Soviet Russia, sitcom laughs at computer.

    2. Re:When it's funny? by Smallpond · · Score: 1

      It would be a trivial program to listen for the laugh track.

    3. Re:When it's funny? by Sarten-X · · Score: 4, Funny

      The most common underlying basis of humor is subverted expectations. We expect people to behave according to the norms of society, we expect people to act to the best of their intelligence, we expect misfortune to be avoided, and we expect that words will be used according to their common meanings.

      Subvert any of those expectations, and you have various kinds of humor. How funny a particular joke is perceived to be is related to how strongly the viewer is attached to their expectations. Since a computer is only an expert in the things they've been explicitly exposed to, it's very difficult to subvert their expectations. Watson would be familiar with all of the meanings of each word in a script, for example, so it would have a difficult time identifying the usual meaning that a human would expect from a situation, and would therefore likely fail to notice that when a different meaning was used, it was an attempt at humor.

      As another example, consider a military comedy, like Good Morning, Vietnam. Much of the humor is derived from Robin Williams' fast-paced ad-lib radio show contrasting the rigid military structure, and the inversion where a superior at the radio station is practically inferior in every way. A computer, properly educated in the norms of military behavior, might recognize that the characters' behaviors are contrary to expectations, but then to really understand the jokes, the computer must also have an encyclopedic knowledge of pop culture from the period to understand why Williams' antics were more than just absurd drivel.

      Finally, a computer must also understand that humor is also based largely on the history of humor. Age-old jokes can become funny again simply because they aren't funny in their original context any more, so their use in a new context is a subverted expectation in itself. Common joke patterns have also become fixed in human culture, such that merely following a pattern (like the Russian Reversal) is a joke in itself.

      Algorithms simply haven't combined all of the relevant factors yet to recognize humor. Here on Slashdot, for instance, a computer would need to recognize the intellectual context, the pacing of a comment, the pattern of speech, and even how much class a commenter maintains, in order to realize when someone is trying to be funny.

      Poop.

      --
      You do not have a moral or legal right to do absolutely anything you want.
  14. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    See? Slashdot is the ultimate platform for these turing tests. Only a human could properly respond to a nested troll 3 levels deep. Blue Gene probably would have wound up redirecting to a saturday night live skit.

  15. Re:TL;DR People doesn't understand the Turing test by DMUTPeregrine · · Score: 5, Insightful

    The problem with the Turing Test is that it's so often done wrong. The test is supposed to be adversarial, with two humans and a computer. One human (the investigator) has two terminals and can communicate with the other human and the computer, but doesn't know which is which. The goal of the computer is to convince the investigator that it is the human. The goal of the second human (the foil) is to convince the investigator that he or she is the human. This is then supposed to be repeated with different investigators and foils, and only when a statistically significant portion of the investigators fail is the test passed by the computer.

    Investigators should be trying to find which one is human, not simply chatting with the computer. Too often people are simply connected to a chatbot and not told that it might be a computer until after the fact, no foil is involved, etc. The test is also often declared to be passed if even a single investigator fails.

    --
    Not a sentence!
  16. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    BlueGene is "just" a computer architecture. Maybe you're trying to make a funny of the no longer existing Deep Blue?

  17. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    Yes, you should make sure you're in the call center before you share your opinion with this audience

  18. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    If I were part of a test, trying to convince the interpreter I was real, I would assert that I was Roko's basilisk and an eternity of pain, torment, and virtual damnation in a simulacra awaited the interpreter and everyone they had ever loved... if the interpreter did not immediately vote that my opponent was a computer and I am not.

  19. Re:TL;DR People doesn't understand the Turing test by ShanghaiBill · · Score: 5, Insightful

    TFA repeats a common misconception about the Turing Test. It is not a test of whether an AI can fool an average person, but whether it can fool an expert. ELIZA would never fool an AI expert, because that expert would be well aware than even a simple algorithm can be quite good at generating vacuous chit-chat. The pronoun disambiguation is a good test, because AI does that poorly, and humans do it well. But that is not a replacement for the Turing Test, that IS the Turing Test. Using humor is a good way to distinguish AI from humans. As anyone who has learned a foreign language, or raised children, knows, "getting jokes" is one of the last skills mastered. Humor often requires not only knowledge about the physical world, but deep understanding of cultural nuances. But I am not sure how useful that is, since no current AI would come close to passing it, and understanding jokes is probably not the most economically useful target for current AI research.

  20. Re: TL;DR People doesn't understand the Turing tes by Anonymous Coward · · Score: 0

    It's not about moving the goalposts, it's that bullshit "solutions" are coming up. Like programming a chatbot pretend they are a child that does not speak the language well. That's not AI, that's meta-gaming.

    The goal is to come up with challenges that are less exploitable.

  21. Just what we need! by Black+Parrot · · Score: 1

    An AI to add a laugh track to the Simpsons so you'll know when there has been a joke.

    --
    Sheesh, evil *and* a jerk. -- Jade
    1. Re:Just what we need! by Anonymous Coward · · Score: 0

      Judging by the quality of the writing an AI has already been writing the entire show for years!

    2. Re:Just what we need! by Anonymous Coward · · Score: 0

      If it's any episode in the last 15 years or so, I think I need this. I haven't laughed once.

  22. Why not Turing 2.0? by joelsherrill · · Score: 1

    It seems like the startup investors would get sucked in then. Way more cool to be 2.0 than 1.0.

  23. Give it a pile of junk by jimmydevice · · Score: 2

    And tell it to make something useful.
    Virtual junk is okay and any virtual tools can be used.

  24. Lowering the bar by Anonymous Coward · · Score: 0

    First, what was talked about in the summary is not a replacement for the Turing test, but other tests unrelated to the Turing test outcomes.

    Second, why? It seems that the proposal is simply trying to lower the bar so not-so-bright AIs can appear useful to justify their continued, mediocre development. It's the same BS as No Child Left Behind. Sorry, that didn't work out well and neither will this.

  25. Re:TL;DR People doesn't understand the Turing test by itzly · · Score: 1

    You don't need two terminals. All you need is the human interrogator, and have him/her talk to either a human or a computer. I agree that they must be aware of the challenge, and also have the ability to ask some decent questions.

  26. Of course there's a movement to replace it. by hey! · · Score: 2

    And of course there should be. But that doesn't diminish the importance of the Turing test.

    The Turing test has two huge and closely related advantages (1) it is conceptually simple and (2) it takes no philosophical position on the fundamental nature of "intelligence". That such huge advantages necessarily entails certain disadvantages should come as no surprise to anyone.

    The Turing test treats intelligence as a black box, but once you've contrived to pass the test the next logical step is to open up that black box and ask whether it's reasonable to consider what's inside "intelligent" or a tricky gimmick. That's a messy question, and that's *why* something like the Turing test is valuable. It is what social scientists call an "operational definition"; it allows us to explore an idea we haven't quite nailed down yet, which is a reasonable first step toward creating a useful *conceptual* definition. Science builds theories inductively from observations, after all.

    If the Turing test were a suitable *conceptual* definition of intelligence than an intelligent agent would never fail it, but we know that can and does happen. We have to assume as well that people can be fooled by something nobody would really call "intelligence". Stage magicians do this all the time by manipulating audience expectations and assumptions.

    Think of the Turing test as a screening test. Science is full of such procedures -- simple, cheap tests that aren't definitive but allow us to discard events that are probably not worth putting a lot of effort into.

    --
    Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
    1. Re:Of course there's a movement to replace it. by itzly · · Score: 1

      the next logical step is to open up that black box and ask whether it's reasonable to consider what's inside "intelligent" or a tricky gimmick

      When a computer truly passes the Turing test, the internal mechanism will be too complex for our judgement.

    2. Re:Of course there's a movement to replace it. by hey! · · Score: 1

      That's certainly a very interesting conjecture, but it's a little broad for my taste. I should think it more likely that we'll gain some insight, but that these insights will create new questions we can't answer right away.

      --
      Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
    3. Re:Of course there's a movement to replace it. by itzly · · Score: 1

      I agree it will be interesting to look. At least we'll have better access to the internal information than with our human brains. But if the computer has intelligent behavior in every reasonable sense of the word, I don't think you'll be in a position to judge the internals as a "tricky gimmick" any more than you could call a human brain a tricky gimmick.

  27. AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

    But I am not sure how useful that is, since no current AI would come close to passing it

    There are no "current AIs", as that would require them to be intelligent, which in turn requires them to be conscious. And they aren't. Not even close.

    If we really want to water the term "intelligence" down so that is applies to any clever algorithm, then perhaps we should spend a few minutes contemplating what it is we plan to call an actual intelligence, once we get that far.

    "AI" has reasonable meaning in the context of research towards that goal, or as a bright line in the sand that we have yet to reach, much less cross.

    --
    I've fallen off your lawn, and I can't get up.
    1. Re:AI. It's like 3D TV. We don't have it. by itzly · · Score: 1

      Intelligence is not a black/white issue. It's more like a continuum of different levels.

    2. Re:AI. It's like 3D TV. We don't have it. by iluvcapra · · Score: 1

      perhaps we should spend a few minutes contemplating what it is we plan to call an actual intelligence, once we get that far.

      An essential characteristic of intelligence is that we don't know how it works. Thus a computer program can never be intelligent, and the essential definitions of intelligence are pushed back over an horizon every time a test is beaten. Thus TFA.

      --
      Don't blame me, I voted for Baltar.
    3. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      There are no "current AIs", as that would require them to be intelligent, which in turn requires them to be conscious.

      Intelligence does not require "consciousness", any more than it requires a soul. Consciousness is a nebulous concept that has not even been defined in any objective falsifiable way. Intelligence is the ability to formulate an effective solution to novel problems. That is something that can tested and quantified.

      Most people agree that "consciousness" is a property of internal state. Intelligence is a property of behavior. If something behaves intelligently, then it is intelligent. The internal mechanism is irrelevant. So "intelligence" and "consciousness" are not even describing the same thing.

    4. Re:AI. It's like 3D TV. We don't have it. by CrimsonAvenger · · Score: 1

      An essential characteristic of intelligence is that we don't know how it works.

      We don't know how it works TODAY. That may change.

      --

      "I do not agree with what you say, but I will defend to the death your right to say it"
    5. Re:AI. It's like 3D TV. We don't have it. by itzly · · Score: 0

      Most people agree that "consciousness" is a property of internal state.

      I don't agree. Consciousness is just as much a property of behavior. Or do would you claim that you have no idea whether your friends and family are conscious ?

    6. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      Or do would you claim that you have no idea whether your friends and family are conscious ?

      Yes, I would claim that. I assume that they possess consciousness and self-awareness, because they are human, and I am human. But I have no objective, falsifiable test to distinguish self-aware objects from objects programmed to behave as if they were self-aware. Nor do I believe that such a test can exist, anymore than you can test if people have soul.

      Here is the definition from Wikepedia: Consciousness is the quality or state of awareness, or, of being aware of an external object or something within oneself. It has been defined as: sentience, awareness, subjectivity, the ability to experience or to feel, wakefulness, having a sense of selfhood, and the executive control system of the mind.

      Please describe a falsifiable test that would determine that an otherwise intelligent system possess this property.

    7. Re:AI. It's like 3D TV. We don't have it. by Baloroth · · Score: 1

      Intelligence does not require "consciousness", any more than it requires a soul. Consciousness is a nebulous concept that has not even been defined in any objective falsifiable way. Intelligence is the ability to formulate an effective solution to novel problems. That is something that can tested and quantifie

      Ah, so evolution is intelligent then? Because that's exactly what evolution does.

      Intelligence is a property of behavior.

      No, it is associated with a property of behavior. Something can behave intelligently without being intelligent. For example, insects often form extremely complex and intricate structures (in some cases optimally designed structures). They're decidedly not intelligent, however, as their behavior is strictly governed by instinct. Extremely complex instincts that appear at first glance to be intelligence, but only instinct. The same applies to computers, which of course is the entire crux of the problem with testing for AI. The difference between actual intelligence and sophisticated pre-programmed responses is only apparent when you involve more subtle tests, and those tests can in turn be overcome simply with more sophisticated programming (requiring more sophisticated tests, and so on and so forth).

      --
      "None can love freedom heartily, but good men; the rest love not freedom, but license." --John Milton
    8. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      Intelligence is the ability to formulate an effective solution to novel problems.

      Ah, so evolution is intelligent then? Because that's exactly what evolution does.

      No. Evolution solves problems that occur repeatedly, over many generations. Evolved systems often fail spectacularly when confronted with novel situations.

      insects often form extremely complex and intricate structures ... They're decidedly not intelligent, however, as their behavior is strictly governed by instinct

      ... and the reason it is considered "instinct" rather than "intelligence" is because the behavior does not adapt to novel situation.

    9. Re:AI. It's like 3D TV. We don't have it. by Anonymous Coward · · Score: 0

      RASCIALIST!!!!!!!!!!

    10. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Intelligence does not require "consciousness",

      Well, let me put it to you this way: So far, the only examples of intelligence we have spring from conscious entities. If intelligence can be achieved without consciousness, that would be absolutely fascinating. But seeing as there isn't even a hint of such a thing anywhere, it is just an insupportable idea at the moment.

      any more than it requires a soul.

      "soul" is just code-speak for superstition. Doesn't even belong in this conversation. Consciousness is demonstrable, even just within one's own head. Souls are presently hand-wavy speculation and have never been more than that, plus, scientifically speaking, our present physics solidly rule them out.

      Most people agree that "consciousness" is a property of internal state

      Nonsense. That is a classic baseless assertion. Most of what I hear -- which I'm not even prepared to say is "most people's outlook" -- is that consciousness is emergent. It doesn't get any other labels because it is a unique thing, not a member of a similar class of things.

      --
      I've fallen off your lawn, and I can't get up.
    11. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Evolution solves problems that occur repeatedly, over many generations. Evolved systems often fail spectacularly when confronted with novel situations.

      To the extent that this is true (it isn't always), it is also true of solutions created by human means and intent -- products of our intelligence.

      You're really not making a good case at all.

      --
      I've fallen off your lawn, and I can't get up.
    12. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      To the extent that this is true (it isn't always), it is also true of solutions created by human means and intent -- products of our intelligence.

      Then that is not very intelligent. Intelligence is not something that is binary. It is a spectrum. Most people would agree that humans are more intelligent than monkeys, monkeys are smarter than dogs, and dogs are smarter than chickens. As you move up the scale, they will have more robust solutions to a wider range of problems. Build a linear fence between a chicken and its food, and the chicken will run back and forth. Do the same for a dog, and the dog will figure out that it can go around the fence. Try the same with a human, and the human will offer you half the food in exchange for erecting the fence somewhere else.

    13. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      Consciousness is demonstrable, even just within one's own head.

      Consciousness is demonstrable only within one's own head.

    14. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      So, no one is conscious but you?

      --
      I've fallen off your lawn, and I can't get up.
    15. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Then that is not very intelligent.

      Wait, what? Failing when confronted with a novel situation isn't very intelligent? Your experience must have been quite different from mine. My life is a story of one failure after another, with successes being the exception rather than the rule. Not so much because I am not intelligent, but because I am. It's true enough that in most cases, my successes outweigh my failures, primarily because I continued to put effort into them, but they certainly aren't as numerous.

      --
      I've fallen off your lawn, and I can't get up.
    16. Re:AI. It's like 3D TV. We don't have it. by Bengie · · Score: 1

      We can't even define what "conscious" actually means other than "we recognize it when we see it". Even then, we can only recognize our own consciousness, but can only assume something that we see that acts conscious is actually conscious and not just acting. In the end, what is the difference?

    17. Re:AI. It's like 3D TV. We don't have it. by ShanghaiBill · · Score: 1

      So, no one is conscious but you?

      If something cannot be demonstrated, that does not necessarily mean it does not exist. There is no objective falsifiable test for "consciousness" or "self-awareness" other than "cognito ergo sum", and that is only valid within one's own mind.

      "Intelligence" and "consciousness" are two different things. Intelligence is easy to demonstrate: solve a general selection of problems. "Consciousness" cannot be demonstrated, and few people even agree on a definition, and some philosophers question when it, like "free will", even exists.

    18. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      We can't even define what "conscious" actually means other than "we recognize it when we see it".

      Ah. but I can. And I have.

      --
      I've fallen off your lawn, and I can't get up.
    19. Re:AI. It's like 3D TV. We don't have it. by Anonymous Coward · · Score: 0

      Describing the experience of consciousness is evidence of consciousness (assuming it in any meaningful way intersects with yours). We have the word consciousness, presumably because in some sense we have agreed on what it means. If nobody else is conscious, then what do they mean by the word conscious that you don't? And isn't that evidence that you are the one using the word wrong?

      You can't prove they are conscious in the sense that you can't prove that they aren't figments of your imagination -- and because of that, you cannot prove they are intelligent.

      It is in principle possible for something that has no consciousness to describe a consciousness experience -- for instance, a playback of a recording of somebody describing the experience of consciousness. Then again, you can find some things we classify as non-conscious solving novel problems ("unintentional emergent behaviour").

    20. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      If something cannot be demonstrated

      Hold it right there. We're talking about consciousness. It can certainly be demonstrated. In fact, it's pretty obvious to a moderately interested, well educated observer except within the context of the very smallest nervous systems that support it. We can even switch it on and off with anesthetics in an otherwise healthy animal, and again, it is stunningly obvious when we do so when the subject is a human.

      What you are describing when you assert a failure to demonstrate consciousness is an individual failure to grasp reality outside of one's own own perceptions, not any actual lack relating to the subject at hand. It is the source of the angsty childhood...teenage idea that the world actually revolves around them. But the inability to get out of your own head does not equate to the actuality of nothing being outside your head. And that goes just as well for the.. "philosophers" you quote. That kind of simplistic navel-gazing is strictly the domain of those very poorly grounded in reality. It isn't deep thinking. When a human does it, it's stupid thinking -- strictly low performance and pointless beyond a moment's consideration and subsequent discard.

      I assure you that consciousness is no trick at all to recognize, and particularly so when it is similar to our own. The most obvious manifestation of consciousness such as ours is the ability to manipulate arbitrary new abstracts in the contexts of one's own future and past, and that of others. The only thing we know of that can demonstrate those abilities is consciousness. The day may come when that is not a unique characteristic of consciousness, but it surely isn't here today.

      --
      I've fallen off your lawn, and I can't get up.
    21. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Also, somewhat of a separate issue, but interesting... what cogito ergo sum illuminates is not so much that one is conscious, but that one exists at all. Insofar as it relates to consciousness, it is a direct expression of exactly what I stated earlier, with no known exceptions thus far: intelligence is an emergent facet of consciousness. We know of exactly zero cases where the former exists without the latter, and again so far, we have no reason to assume it can.

      --
      I've fallen off your lawn, and I can't get up.
    22. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Intelligence is not a black/white issue. It's more like a continuum of different levels.

      Nonetheless, we know of no case where it has arisen or otherwise exists outside of a supporting consciousness. If you can point to an intelligence, it is a given, at present, that you are also pointing to a consciousness.

      The fact that something can exist in various amounts or configurations does not in any way rule out the idea of its complete lack or presence. There are many things that can be accurately described just that way.

      --
      I've fallen off your lawn, and I can't get up.
    23. Re:AI. It's like 3D TV. We don't have it. by fyngyrz · · Score: 1

      Something can behave intelligently without being intelligent.

      Please correct me if I am wrong, but I am under the impression that what you are describing here is something that evidences order, not intelligence. At best, these examples exhibit something that can be described from the outside as ordered behavior: a crystal grows according to inherent rules, but it is not doing any self-guiding.

      Evidence of intelligence tends to come in the form behaviors more sophisticated, and at the same time, often quite a bit less orderly. :)

      --
      I've fallen off your lawn, and I can't get up.
    24. Re:AI. It's like 3D TV. We don't have it. by Smauler · · Score: 1

      Consciousness is by definition not provable by just about anything.

      Once automatons mimic you, how would you show consciousness over their patterns?

    25. Re:AI. It's like 3D TV. We don't have it. by tehcyder · · Score: 1

      If we really want to water the term "intelligence" down so that is applies to any clever algorithm, then perhaps we should spend a few minutes contemplating what it is we plan to call an actual intelligence, once we get that far.

      "Master", I imagine.

      --
      To have a right to do a thing is not at all the same as to be right in doing it
    26. Re:AI. It's like 3D TV. We don't have it. by tehcyder · · Score: 1

      Or do would you claim that you have no idea whether your friends and family are conscious ?

      Yes, I would claim that. I assume that they possess consciousness and self-awareness, because they are human, and I am human. But I have no objective, falsifiable test to distinguish self-aware objects from objects programmed to behave as if they were self-aware.

      But you are not saying that you have "no idea" whether other people have consciousness. Realistically, you know that they do, and a rock doesn't. You are just saying you can't prove it absolutely.

      But this is true of almost anything, including whether the external world even exists or if you're the now legendary Brain in a Jar.

      Nor do I believe that such a test can exist, anymore than you can test if people have soul.

      No, there is ample evidence of consciousness, but none that souls exist.

      --
      To have a right to do a thing is not at all the same as to be right in doing it
    27. Re:AI. It's like 3D TV. We don't have it. by tehcyder · · Score: 1

      Consciousness is by definition not provable by just about anything.

      That doesn't mean it doesn't exist.

      And, in fact, I know it exists, because I am conscious (even if the rest of the universe is not).

      Believers in the possibility of artificial intelligence like to ignore the problem of consciousness, dismissing it as something unscientific or not provable. This then lets them claim that something like a chessc omputer is intelligent.

      Qualities like consciousness, loving someone, appreciating the beauty of a piece of music or acting selflessly may be impossible to fully describe or recreate mechanistically, but you can't simply dismiss them as unreal.

      --
      To have a right to do a thing is not at all the same as to be right in doing it
    28. Re:AI. It's like 3D TV. We don't have it. by tehcyder · · Score: 1

      Consciousness is demonstrable, even just within one's own head.

      Consciousness is demonstrable only within one's own head.

      Strictly speaking, you can't prove to me that anything has an objective existence outside of my own head, but that doesn't really get anyone very far.

      --
      To have a right to do a thing is not at all the same as to be right in doing it
    29. Re:AI. It's like 3D TV. We don't have it. by tehcyder · · Score: 1

      "Intelligence" and "consciousness" are two different things. Intelligence is easy to demonstrate: solve a general selection of problems.

      But that argument leads to the conclusion that "artificial intelligence" is demonstrated by the computer in my car which knows to turn my windscreen wipers on when it's raining.

      --
      To have a right to do a thing is not at all the same as to be right in doing it
    30. Re:AI. It's like 3D TV. We don't have it. by david_thornley · · Score: 1

      You're assuming that we know how a sufficiently complicated program works, but it's easy to write a program and be unable to understand how it works (making it do something useful is much, much harder). I believe we can't understand intelligence, and therefore that an intelligent program would be far too complex to be understood by a human.

      The definitions of intelligence are pushed back as we find ways to do more and more things without recognizable intelligence. It was once thought that chess would be a good test, but we have computer systems that play on the highest level, but are good for nothing else, operate on understandable principles, and demonstrably don't think in the same way as a chess grandmaster. AI is basically the study of how to make programs do things that are currently hard for software and relatively easy to humans.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    31. Re:AI. It's like 3D TV. We don't have it. by david_thornley · · Score: 1

      Are you sure you have consciousness? Could it be an illusion? I believe at least one philosopher has argued that consciousness is an illusion (the name Dennet floats to mind).

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    32. Re:AI. It's like 3D TV. We don't have it. by david_thornley · · Score: 1

      Consciousness is demonstrable only within one's own head.

      Religion is demonstrable only within one's own head. Lots of people have personal religious experiences, and therefore adhere to some religion or another. It isn't nearly as widespread as conscious experiences are reported to be, so there's lots of people who never have had religious experiences and never will. Consciousness is demonstrable in the exact same way that religion is demonstrable to a large number of people.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    33. Re:AI. It's like 3D TV. We don't have it. by Smauler · · Score: 1

      The point is knowing that your consciousness exists doesn't help you know that other's consciousness exists. I know my consciousness exists, but how do you know my consciousness exists?

  28. Illiterate Americans... by Anonymous Coward · · Score: 0

    "The one of the tasks"...

    "TV program"...

    Idiots.

  29. Re:TL;DR People doesn't understand the Turing test by RightwingNutjob · · Score: 1

    understanding jokes is probably not the most economically useful target for current AI research.

    A joke detector? That's funny. I mean a sarcasm detector? That's real useful.

  30. Another angle by bytesex · · Score: 1

    What has become of those compression tests? Wasn't the answer to AI not (at least partially) found in the ability to compress?

    --
    Religion is what happens when nature strikes and groupthink goes wrong.
  31. Impossible to get past the first sentence by Anonymous Coward · · Score: 0

    Could there be more things wrong with this line?

    A plan is afoot to replace the Turing test as a measure of a computer's ability to think.

    The Turing test doesn't involve the ability to think. It intentionally avoids the concept of thinking, and explicitly targets imitation instead.
    It also doesn't measure anything. The computer either succeeds at a subjective imitation or it doesn't.
    It also isn't any sort of standard practice that can be "replaced" by something else.

  32. I've got one by Smallpond · · Score: 1

    A test of intelligence should be dealing with unforeseen input. The problem with chatbots is that they are just giving pre-planned responses. How about trying to land a rocket on the moon while being bombarded with spurious input from a radar device that was accidentally left on? Given the computers in use by NASA in 1969 that's pretty intelligent behavior.

    Another would be landing a rocket on a small floating platform. We'll see how that plays out tonight.

    1. Re:I've got one by werepants · · Score: 1

      Another would be landing a rocket on a small floating platform. We'll see how that plays out tonight.

      That would be a very impressive display of controls algorithms, but not AI. You can build something doing essentially the same tasks with LEGO Mindstorms - taking sensor input, and using that to control physical motion. The only difference is that SpaceX has far more and far better sensors, has some very complicated and impressive intermediate math, and sends the output signals to rocket engines rather than electric motors.

  33. That's all we need by msobkow · · Score: 1

    That's all we need. Computers with a sense of humour:

    "Oops! I deleted all your files!"

    "Just kidding. I moved them to your Documents folder. :P"

    --
    I do not fail; I succeed at finding out what does not work.
  34. Propaganda by penguinoid · · Score: 1

    The Turing Test has been abused, bypassed, and cheated to the point that almost no one knows what the actual Turing Test is. At this point, a new test needs to be created, a test that is difficult to cheat without making it obvious that it's not the real test. This could be "The Real Turing Test administered by [reputable group]".

    Or we could make a new test, with incredibly explicit criteria that no one can nerf with a straight face and a different name. But from the sounds of it, it would be an easier test.

    --
    Don't waste your vote! Vote for whoever you want, unless you live in a swing state it won't matter anyways
  35. How about replacing it with the ORIGINAL Test by aix+tom · · Score: 2

    The original Turing Test, as published in "Computing Machinery and Intelligence" as "Imitation Game" was not about whether a machine could successfully pretend to be a human.

    He proposed a test, where a computer and men both pretended to be women, and the test would be passed if the computer would be more successful in lying about being a woman than the men were.

    http://en.wikipedia.org/wiki/T...

    1. Re:How about replacing it with the ORIGINAL Test by david_thornley · · Score: 1

      Turing was actually somewhat ambiguous. The first, and only detailed, formulation of the Imitation Game had an interrogator, a man, and a woman. After that, he switched to a person and computer. The question asked in the first game was intended to distinguish between a man and a woman (asking about hair style). The questions listed later aren't gender-related.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    2. Re:How about replacing it with the ORIGINAL Test by aix+tom · · Score: 1

      In my opinion the "what questions are asked" by the interrogator is only a small part of the test setup. I think the main point is "what is the question that is asked of the interrogator"

      In that area the question "do you thing your opponent is a computer or a human" is influenced hugely by the interrogators knowledge and perception of what a computer should be able to do and what it should not be able to do. So asking the interrogator "find out if your opponent is a man or woman" might be a good way to have a more "defined" outcome of the test.

      Because the moment in which a computer becomes better at impersonating a human of Type A than another human of Type B (man and woman would be one obvious choice, perhaps some other Types could be used also ) is able to do is not influenced so much by "what the interrogator thinks a computer is able to do or not."

  36. Re:TL;DR People doesn't understand the Turing test by khasim · · Score: 1

    The problem with the Turing Test is that it's so often done wrong.

    I don't see that as a problem with the test itself.

    I see that as various individuals trying to cheat in order to claim that they have achieved something they have not.

    Suppose someone claimed to have beaten the world record for the 200 meter dash. But could only do it with a 190 meter headstart.

    Okay, no headstart but I get to use a motorcycle.

    Okay, okay, no headstart and no motorcycle but I will be using "meters" that are 10cm long.

    No one would bother reporting on those because those are STUPID.

    But the equivalent claims can be made about "beating" the Turing Test because the people reporting on it are STUPID. As you've pointed out, the test itself is easy to set up and easy to verify. There is no problem with the test.

  37. I think it is still relevant by Anonymous Coward · · Score: 0

    Not having interacted with Watson, I don't know what it is capable of. I have interacted with Goostman, and it can fool you only if you want to be fooled - it does not take more than three or four exchanges to notice that it is barely better than the venerable Eliza. As far as Siri, Cortana, etc. I have never been able to use them for anything but the most trivial tasks (which I can do myself faster and more reliably) and for grins and giggles - they are way too stupid for anything else.

  38. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    The goal of the second human (the foil) is to convince the investigator that he or she is the human.

    This is a part that often gets missed or glossed over. Not just that there needs to be a human in the mix with the computers, but that the foils are *actively trying* to convince the investigators that they're *human*. The foils' "win" condition is if the investigator declares them human and the computer not human.

    I've seen to many examples where foils somehow misinterpret their goal as making the competition hard for the investigators/judges - that is, the foils try to act like a computer. They've misinterpreted their role, thinking that because the computer is trying to fool the investigator, their job is also to fool the investigator. This, of course, fails miserably. Humans can do a bang up job of acting like a computer if they put their mind to it. So if you have a computer acting like a human, and a human acting like a computer, the investigator will have great difficulty with it.

    As anyone who has spent at least a minute with "Turing Test Winning" chatbots can attest, they're crap. The only way you'd think they might be human is if you think they're a human trying to act like a computer, or are trying to make your life hard. If you knew that the human was doing its best to prove to you it actually was a human, the inanities of CleverBot, or the aloof petulance of Eugene Goostman (the "13 year-old Ukrainian") wouldn't ever fly. You'd know something was wrong because of their inability to work with you to convince you they are human.

    tl;dr: Most "Turing Tests" are set up to prove that a human can convince you it's a computer, not the other way around.

  39. Re:TL;DR People doesn't understand the Turing test by bloodhawk · · Score: 1

    A long time ago I used to work in the field of AI (Expert systems and Neural nets). IT frustrates and pisses me off no end how frequently press and even a lot of IT people fail to understand what is essentially a straight forward test and then complain about it being inadequate for modern computing. No computer has passed it, not even close. The test REQUIRES, a human and a computer, The test REQUIRES the expert to be aware that one is human and the other a computer. The test REQUIRES that they then get to interrogate both to try to discover which is which (not ask one question, not read a piece of text generated and then try and guess, they get to question them for considerable time). The test REQUIRES this to be done many times to get a statistically significant sampling with differing test subjects. The test is as relevant today as it was when it was devised.

  40. Re:TL;DR People doesn't understand the Turing test by Dogers · · Score: 1

    I quite liked how they handled it in recent film "The Machine" ( http://www.imdb.com/title/tt23... ). Questions like "Which smells better, a hospital corridor or a donkeys ass?" and "Mary saw a puppy in the window and she wanted it. What did Mary want?"

    --
    I am a viral sig. Please copy me and help me spread. Thank you.
  41. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 0

    It is not a test of whether an AI can fool an average person, but whether it can fool an expert.

    You are not allowed to redefine the test just because it makes you more comfortable to do so. The original paper simply said "A man, a woman, and an interrogator". It did not qualify that interrogator as an expert, but simply the one who poses the questions (thus, an interrogator) and is then to state his opinion of the gender of each. He will have some amount of inaccuracy. Then, if one of the two is replaced by a machine, does his accuracy improve?

  42. Intelligence: How does it work? by fyngyrz · · Score: 1

    An essential characteristic of intelligence is that we don't know how it works.

    Actually, I think we do. We at least have an actual model, free of woo-woo, for which no counter evidence has been brought forth as yet.

    Even the low level stuff seems to finally be yielding some clarity.

    --
    I've fallen off your lawn, and I can't get up.
  43. Re:TL;DR People doesn't understand the Turing test by DMUTPeregrine · · Score: 1

    No, they have to talk to both a human (trying to convince the investigator that he/she is human) and a computer. Removing the foil means it's not the Turing test anymore, it's a very different test.

    --
    Not a sentence!
  44. Re:TL;DR People doesn't understand the Turing test by DMUTPeregrine · · Score: 1

    You are correct, I should have said it's a problem with the popular conception of the Turing Test. The popular descriptions in the media are quite unlike the test described by Turing.

    --
    Not a sentence!
  45. Re:TL;DR People doesn't understand the Turing test by Anonymous Coward · · Score: 1

    Bullshit. http://www.artificial-intelligence.com/comic/7

    People's vanity about human exceptionalism has them move the goal-posts as required to preserve their sense of identity at the top of the food chain.

    AI is already able to beat people at most isolated tasks. With ROS uniting the disparate fractured efforts under a single framework, the inefficiency of researchers working on problems in isolation from each other has been solved. There's a standard now, and a couple versions of jQuery from now: your personal shopper sales AI will be loading your psychological profile push-buttons as a cookie and monetizing the fuck out of human frailty.

    H1B visas will be able to replace the human touch of the retail experience in under 10 lines of code. The singularity is already here, most people are just too blind to recognize what's staring them in the face. The machines will have us by the balls long before they start cackling like a super villain from a movie. We're already working for them in the same way alcoholics work for the bottle.

    It won't be long until the contents of every written word on the internet will be linguistically fingerprinted identifying the author better than an IP address. All the sock-puppets will fall off and a search engine like archive.org will allow you to track down every word written online by anyone given on a writing sample.

    The cylons won. Humans are on the retreat.

  46. Laugh Track by Anonymous Coward · · Score: 0

    "No existing program — not Watson, not Goostman, not Siri — can currently come close to doing what any bright, real teenager can do: watch an episode of "The Simpsons," and tell us when to laugh."

    Doesn't the Simpsons have a laugh track to tell you when to laugh? I think a program to recognize the laugh track would be pretty easy.

    1. Re:Laugh Track by Anonymous Coward · · Score: 0

      I don't believe The Simpsons has a laugh track.

  47. Re: TL;DR People doesn't understand the Turing tes by Anonymous Coward · · Score: 0

    Fucking bravo!!!! Finaly.

    What the test has proved is computer science majors have no fucking clue what the turing test is about.

    I ask all computer science morons in what language they propose to hold their new test?

    If they find one without language, then they are finally no longer using the Turing test; but there is also a good chance they are no longer testing inteligence either.

    P.s. the real turing test never ends. The toy turing test is simply pr bullshit.

  48. There is already a GAI test method that works. by Anonymous Coward · · Score: 0

    The code that can fool all the human participants and other AIs while detecting all the other AIs is clearly intelligent, and more so than the average human, which is the sort of functionality that is actually required.

    The next stage is a GAI that can generate a better AI that passes the above test, including evading and detecting it's own parent GAI.

    d@3-e.net

  49. Re:TL;DR People doesn't understand the Turing test by Eythian · · Score: 1

    The Turing Test is a thought experiment. It's just saying "if you can talk to this, and can't tell if it's a person or a computer, then it doesn't matter: it's intellegent." It's not a method for a scientific, practical process. It's just something to think about when considering what might constitute intelligence.

  50. I'll Raise You an Expert... by TheRealHocusLocus · · Score: 1

    "The WOPR spends all of its time thinking about [Turing Tests]. 24 hours a day, 365 days a year, it plays an endless series of [Turing test 'games'], using all available information on the state of [human sentience]. It has already proved the existence of [machine intelligence] as a game, time and time again. It estimates human and machine responses to our test responses to their responses, and so on. Estimates probabilities, tallies the score, and it looks for ways to ---"

    "The point is, key decisions of every available option in determining [the presence of Artificial Intelligence] have already been made by the WOPR."

    "So what you're really telling me is all this trillion dollar hardware is really at the mercy of those men with the little brass keys...?"

    "That's exactly right. Whose only problem is that they are human beings. In 30 days, we could upgrade the Turing Test scoring process with electronic relays. Get the men out of the loop."

    Which... as it would seem... we might all welcome, I for one.

    And then, 150,000 years later...

    --
    <blink>down the rabbit hole</blink>
  51. Has anyone considered... by Anonymous Coward · · Score: 0

    that maybe the point shouldn't be to recreate human intelligence, but lay a foundation for a unique intelligence to evolve itself. It may end up not even understanding the concept of words and sentences, but still be capable of horizontal associations that haven't been considered as of yet that yield data that makes sense to them, and could possibly further our own progress as humans?

    If you understand that intelligent life on other planets, aliens, can be as simple as a microbe, then I don't think this should be hard to grasp.

    Rather than recreate something that can "beat us at our own game" or "fool" us, maybe we should focus on something that is in itself it's own unique, silicon based self-referential and self-modifying species.

    Using a language based approach completely undermines this concept. Thoughts?

  52. Interpreting bad grammar? by Anonymous Coward · · Score: 0

    If the trophy is too big, the sentence contains a dangling particple, which would be bad grammar. According to the rules of English, the suitcase is too big. Simple logic tells you which is too big.

    How is this a replacement for the Turing test?

  53. Voight-Kampff ... by PPH · · Score: 1

    ... FTW.

    "Describe in single words, only the good things that come into your mind. About your mother."

    --
    Have gnu, will travel.
  54. Re:TL;DR People doesn't understand the Turing test by DMUTPeregrine · · Score: 1

    Exactly! The actual Turing test is a great test, but the common modifications remove its ability to determine anything of interest.

    --
    Not a sentence!
  55. Re:TL;DR People doesn't understand the Turing test by AthanasiusKircher · · Score: 4, Insightful

    The pronoun disambiguation is a good test, because AI does that poorly, and humans do it well. But that is not a replacement for the Turing Test, that IS the Turing Test.

    Indeed. Here's an excerpt from Turing's original paper that described the "imitation game," replying to a possible objection that his test would not be able to be used to gauge true understanding as a human might:

    Probably [the objector to the test] would be quite willing to accept the imitation game as a test. The game (with the player B omitted) is frequently used in practice under the name of viva voce to discover whether some one really understands something or has "learnt it parrot fashion." Let us listen in to a part of such a viva voce:

    Interrogator: In the first line of your sonnet which reads "Shall I compare thee to a summer's day," would not "a spring day" do as well or better?

    Witness: It wouldn't scan.

    Interrogator: How about "a winter's day," That would scan all right.

    Witness: Yes, but nobody wants to be compared to a winter's day.

    Interrogator: Would you say Mr. Pickwick reminded you of Christmas?

    Witness: In a way.

    Interrogator: Yet Christmas is a winter's day, and I do not think Mr. Pickwick would mind the comparison.

    Witness: I don't think you're serious. By a winter's day one means a typical winter's day, rather than a special one like Christmas.

    And so on, What would Professor Jefferson say if the sonnet-writing machine was able to answer like this in the viva voce? I do not know whether he would regard the machine as "merely artificially signalling" these answers, but if the answers were as satisfactory and sustained as in the above passage I do not think he would describe it as "an easy contrivance."

    THAT is the sort of standard of AI that Turing was envisioning could be passed in his "test." It isn't a computer pretending to be a non-responsive teenager with an attitude problem who doesn't really speak the same language as the interrogator (as some chatbots might claim).

    It's an idea of AI as something that could debate word replacement in a Shakespearean sonnet, would understand and be able to process poetic scansion, understand the subtle word meanings and connotations in language, and be able to synthesize these various things together while applying such concepts to evaluations of classic literary references.

    Turing's test then assumes an AI competent enough to have a flawless conversation on the level of a bright university student or even a colleague of Turing's. Now, granted, we might find the literature quiz a little unnecessary, but in a more general sense this example gets at the idea of probing the AI's understanding of concepts, connecting disparate uses of things together (like a literary character to an abstract concept to a matter of style or poetic form), and in general a fluent and adaptive recognition of linguistic meaning.

    I think we would all agree that the various chatbots that have claimed in recent years to have "passed the Turing test" are NOWHERE near this level.

    This is the kind of standard Turing himself explicitly mentioned in his original article on the test. And frankly, if I encountered an AI that could have a conversation this fluid and wide-ranging (even if not on literature specifically) in flawless English, I'd be happy to declare it "intelligent." But we don't have anything close to that -- and pretending the "Turing test" is obsolete and needs to be more strict is misunderstanding the ridiculously high expectations Turing himself set out many decades ago.

  56. Re:TL;DR People doesn't understand the Turing test by AthanasiusKircher · · Score: 1

    It is not a test of whether an AI can fool an average person, but whether it can fool an expert.

    You are not allowed to redefine the test just because it makes you more comfortable to do so. The original paper simply said "A man, a woman, and an interrogator". It did not qualify that interrogator as an expert, but simply the one who poses the questions (thus, an interrogator)

    Well, please re-read the original paper.

    You are correct that the original test did not specify an AI expert as interrogator. On the other hand, read the types of dialogue Turing offers as examples. It's very clear that he is imagining "interrogators" (note that word -- it implies someone with a strong drive to ask probing questions) who are not only quite intelligent but also keep asking very probing questions designed to test the intellect of the person/thing on the other side.

    The standard is clearly NOT, "Gee, can I have a nice small talk conversation?" Instead, the "interrogator" uses questions varying from computational problems to chess problems to questions about composing a sonnet to detailed discussion of subtle linguistic meanings in English, related in abstract ways to classic literature.

    That doesn't sound like your "average Joe" interrogator to me. Does it to you? I'm sure Turing didn't expect all his interrogators to be so intelligent, but they were clearly expected (based on his sample dialogues) to understand how to probe intelligence at a pretty sophisticated level.

  57. Re:TL;DR People doesn't understand the Turing test by TapeCutter · · Score: 1

    "Mary saw a puppy in the window and she wanted it. What did Mary want?"

    An ambiguous subject in a phrase is a classic problem in AI, however natural language algorithms (such as the one found in Watson) have been able to resolve ambiguous statements like your "Mary" example and the trophy/bag example in TFS, for over a decade now. The trick to resolving such ambiguities is the same one used by humans; context, probability, and lots of prior examples.

    --
    And did you exchange a walk on part in the war for a lead role in a cage? - Pink Floyd.
  58. Re:TL;DR People doesn't understand the Turing test by AthanasiusKircher · · Score: 1

    The Turing Test is a thought experiment. It's just saying "if you can talk to this, and can't tell if it's a person or a computer, then it doesn't matter: it's intellegent." It's not a method for a scientific, practical process.

    If that's true, then why did Turing claim in his original paper that by the year 2000, computers would be able to fool humans and "pass the test" 30% of the time? Why state such a specific prediction for a test that was not intended to be practical and only a "thought experiment"?

    It's just something to think about when considering what might constitute intelligence.

    Why can't it be both? In Turing's time (and still today) there were (and are) people who think real strong human-like AI is impossible. In order to evaluate "intelligence," though, we need a standard test that we could agree on. Turing attempted to roughly define the outlines of such a test, which also involved a lot of philosophical debate. On the other hand, he predicted within 50 years of his paper that computers would be around which could pass this test, which suggests that he thought it was in fact a practical (if a little vague) way of gauging progress in AI.

  59. Deep Mind's IQ Test Works by Baldrson · · Score: 1

    A rigorous definition of general intelligence now exists and has been applied by the Deep Mind folks. See this video lecture by Deep Mind's Shane Legg at Singularity Summit 2010 on a new metric for measuring machine intelligence.

    If you want something more accessible to the general public, The Hutter Prize for Lossless Compression of Human Knowledge has the same theoretic basis as the test used by Deep Mind and has the virtue that it uses a natural language criterion, in the form of a Wikipedia snapshot. If the 100M snapshot of Wikipedia used by the Hutter Prize is no longer challenging enough, then substitute Matt Mahoney's Large Text Compression Benchmark which is basically just the Hutter Prize enlarged by an order of magnitude.

  60. Turing tried to trick us, tricked himself. by Anonymous Coward · · Score: 0

    Turing wanted to show that computers could be intelligent, while avoiding the nasty problem of giving it a definition. (he was a smart guy--decades later we still haven't found a good definition.)

    His trick was to use humans, the only intelligent beings available, as a standard for comparison. Hence the imitation game.
    But his real trick was to strip away the bullshit. "Machines can't taste strawberries", "machines can't feel love", "machines don't have consciousness". blah, blah. By using a teletype for communication he reduced human behavior to a stream of ascii characters, while still allowing the essence of intelligence behavior to get through.

    But he didn't take it far enough. We need a stronger filter that hides pop-culture references, language idioms, maybe even pronoun misuse. Don't imitate a human--just imitate the intelligent aspects of a human.

    Anyway, I use to think he was a clever, sneaky bastard but it turns out he really believed this was a good idea. A few years later he was talking about the imitation game in a radio interview, saying that we should really do it. Sadly the press still thinks that AI researchers care about the imitation game.

  61. A Turing Test for Human Prosphesis by Anonymous Coward · · Score: 0

    I saw a shadow puppet show today. An expert, with only his hands, created landscapes, animals and detailed caricatures of people all in captivating brilliant morphing motion. The thought struck me; "Here's a good 'Turing test' for robotic prosthesis", for the dexterity on display is seldom encountered and seemingly still so far off from being replicated in any capacity by our crude roboticized attempts utilizing rigid polymers and metals.

  62. Why Turing is here to stay by Anonymous Coward · · Score: 0

    Reasons the Turing Test will always come up:
    1. The Turing Test.. was invented by Alan Turing, and he was a genuinous. Thought about this stuff decades before others. Academic will make new tests. This will always be the original.
    2. The Turing Test.. is the ultimate test. If you can be convinced a machine is a human, that's it. No test of some abilities, the Turing test addresses all mental abilities.
    3. The Turing Test.. is ambiguous. The is a major criticism, but also why well never forget it. It shows how complex it is to be human, and can be qualified in so many ways.
    4. The Turing Test.. is hard to win. We need intermediate tests to show progress, but the TT will always show how much further we have to go.

    Thus, I am officially tired of media trying to call the TT outdated, obsolete, or no longer relevant - because the usual motive is to lessen the blow of how poorly cognitive ai does now. We''ll be taking about the Turing Test for decades to come, even for the simple reason that it was the first of its kind. It won't be "replaced".

  63. Unintelligent by Anonymous Coward · · Score: 0

    One cannot make a "plan" to "replace" something which has already been committed to history. . Every computer knows this (stupid humans).

  64. Detecting funny by Anonymous Coward · · Score: 0

    "No existing program — not Watson, not Goostman, not Siri — can currently come close to doing what any bright, real teenager can do: watch an episode of "The Simpsons," and tell us when to laugh."

    This may be easier to do than you would expect. Laughter is an innate response to a particular type of surprise. The surprise is triggered when you're expecting something to happen, but instead an unexpected turnout to a situation occurs. Your brain then triggers laughter as a way to deal with your shattered worldview.

    A neural network trained on voice recognition and text prediction may then be able to expect where these cognitive dissonances occur. This could be measured as a high error rate in expected output vs actual output.

    Would be fun to test at least ;)

  65. Re:TL;DR People doesn't understand the Turing test by balbus000 · · Score: 1

    To easily detect most AI, tell it this:

    1. Remember the number five.
    2. [Optional filler questions]
    3. What is the number that I told you to remember (plus two)?
  66. Re:TL;DR People doesn't understand the Turing test by david_thornley · · Score: 1

    The Turing Test was set up as a three-entity interaction: one questioner, one human, and one AI. The questioner is supposed to converse with both the human and the AI (presumably by typing and reading messages), and decide which of the others is the human and which the AI. There was no mention of expertise in any field, and it would be hard for Turing to put that in since there were no AI experts in Turing's day.

    Two of the questions could be put into the Turing test easily: the pronoun assignment one and the when-to-laugh one, although the latter would have to be in reference to something the questionee claimed to have seen. The assembly one couldn't be part of it, but is a good test.

    --
    "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
  67. What is the purpose of the test? by FreedomFirstThenPeac · · Score: 1

    Turing's test was about the ability to imitate human behavior/knowledge. The real question we need to answer I will call the Mycroft test. The purpose of the test is to determine if the program has earned the right to not be turned off, that is, does it have a right to a trial before it is "terminated"? A program that has earned that right has crossed the blurry line between inanimate and "human" in a way that should be important to us. Defining a test that can measure this is at the heart of deciding what makes us us, vs what makes us tick.

    --
    "There is no god but allah" - well, they got it half right.
  68. Check your assumptions at the door by minstrelmike · · Score: 1

    Let me see if I've got this straight. If you can watch an episode of the Simpsons and know when to laugh, then you're intelligent.
    Or at least a real person.

    Better go with answer number two. Doh!

  69. Well I must be an AI by Anonymous Coward · · Score: 0

    I have watched episodes of the Simpsons where I had no idea where to laugh...