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Whatever happened to artificial intelligence?

ThirithThirith Registered User regular
edited July 2009 in Games and Technology
I remember being pretty interested in artificial intelligence as a teenager, having grown up on movies like 2001 and Wargames. When games like Creatures announced that they would feature *real* AI - in other words, self-learning algorithms - I was excited; I was doubly excited when I read about Creatures being used (in the loosest sense) to create AI for jet planes (they'd give the AIs a number of 'genes' based on behaviour and reactions to the world, and they'd keep 'breeding' those AIs who survived the longest without crashing horribly, or at least that's how I remember).

I also remember programmes based on 20 Questions that would learn new criteria and questions and therefore become better at what they're doing.

However, these days it seems that artificial intelligence isn't really a big thing, or at least it's not spoken about outside the inner circle of AI afficionados.

Whatever happened to AI? Do any of you know what's going on these days? Are we any closer to machines or programmes that could pass the Turing Test without cheating (or without cheating too much)? Or is HAL 9000, like, so '60s?

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Posts

  • BlackDoveBlackDove Registered User regular
    edited July 2009
    I'm sure everyone is doing the best they can to create slaves.

    BlackDove on
  • darkenedwingdarkenedwing Registered User regular
    edited July 2009
    Everyone put all their money into the recent "3D" hype.

    darkenedwing on
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  • StormwatcherStormwatcher Blegh BlughRegistered User regular
    edited July 2009
    It's all about polygons, shaders and lighting.

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  • ZzuluZzulu Registered User regular
    edited July 2009
    I think they reached a ceiling of what they were capable of doing with AI in a game really. AI is pretty standardized today, as you may have noticed, and few use "awesome AI" as a real selling point anymore.

    I too am hoping some company will feel a bit more ambitious one day though, and provide us with something new.

    Zzulu on
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  • ThirithThirith Registered User regular
    edited July 2009
    I'm not just curious about AI in games, though (as this is the "Games and Technology" forum). Where are 'serious' AI researchers at these days? Anything interesting and exciting happening?

    Thirith on
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  • ZzuluZzulu Registered User regular
    edited July 2009
    Well I've seen documentaries of AI research (learning programs/robots), but I'm not sure if they're actually... achieving anything.

    We do have things like facial recognition and other limited knowledge/logic/perception programs which is a form of AI though.

    I don't think we have anything remotely close to "real" AI yet however. I also don't think we've made much headway into the subject for the past 50 years. Hopefully something will break through soon though.

    It would be pretty odd if we managed to truly create artificial intelligence when we don't even fully understand our own intelligence yet. <3

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  • CJTheranCJTheran Registered User regular
    edited July 2009
    Flat out: AI is hard, and there's better return on investment in the game industry on non-AI tings.

    CJTheran on
  • THEPAIN73THEPAIN73 Shiny. Real shiny.Registered User regular
    edited July 2009
    Whatever happened to artificial intelligence?

    Everyone is banking on motion control.

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  • Ragnar DragonfyreRagnar Dragonfyre Registered User regular
    edited July 2009
    Well, there are these psychos.

    http://www.singinst.org/

    They're pretty much looking at what happens in Terminator and saying to themselves "This is the next step in human evolution! The human race will become obsolete, possibly extinct or enslaved, but that's evolution!". It's kinda scary that these scientists hope to bring about the doom of the entire human race and nobody actually has the foresight to stop them. I guess the foreshadowing of science fiction isn't a compelling enough argument against these people :lol:

    Luckily, true AI is likely a pipedream. From all the advances I've seen during my whole life, nothing points towards computers achieving true sentience. I'm not sure if it's actually possible, I sure as hell hope it isn't. Humans really would have no place on this planet if AI sentience is achieved.

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  • NeliNeli Registered User regular
    edited July 2009
    Or, potential AI will just be really sassy programs being confined within special machinery without being able to really affect us at all

    the whole "SKYNET WILL BECOME REAL AND THEN IT WILL ASSUME ULTIMATE POWER SOMEHOW AND KILL US FOR SOME REASON" is the doomiest and gloomiest of predictions possible

    Neli on
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  • EndomaticEndomatic Registered User regular
    edited July 2009
    True A.I is still quite far away.

    They're still trying to get robots to walk properly, nevermind think and speak for themselves.

    Endomatic on
  • KlykaKlyka DO you have any SPARE BATTERIES?Registered User regular
    edited July 2009
    Video gamers are shooting so many AIs, we are de-populizing their entire race so fast, they can't evolve.

    Klyka on
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  • AddaAdda LondonRegistered User regular
    edited July 2009
    AI has hit a kind of soft ceiling and it's been there for a while as far as I know. I'm not sure what will move it along but then again I guess no one is or it would already be moving along.

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  • NeliNeli Registered User regular
    edited July 2009
    Yeah we haven't really come that far in the humanoid robotics department.

    I guess asimo1.jpg Is the best we got so far? I haven't really been following the development though.

    Neli on
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  • ThirithThirith Registered User regular
    edited July 2009
    My impression had always been that "true AI" doesn't mean "imitates human beings" but rather "is capable of learning". In other words, AI != robotics. Perhaps my definitions are wrong, though.

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  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    ATM most of the focus is on producing "Expert Systems", which is AI with very specific fields of knowledge and expertise. They work pretty well, because they can have a lot of their properties specified ahead of time.

    http://en.wikipedia.org/wiki/Expert_system for the interested.

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  • EndomaticEndomatic Registered User regular
    edited July 2009
    Thirith wrote: »
    My impression had always been that "true AI" doesn't mean "imitates human beings" but rather "is capable of learning". In other words, AI != robotics. Perhaps my definitions are wrong, though.

    No, that seems pretty apt.
    They are different but naturally, they're related.

    It was just an example really, and I mentioned it because I was watching some robotics shows on Discovery awhile ago and they usually discuss A.I to an extent when they discuss robotics.

    Basically where they are at now is creating programming for the A.I to recognize faces, objects and words, then commenting/answering regarding any questions they are asked regarding that thing or person.

    It seems to be coming along well, but the reaction times and all that are really slow, and aren't 100% accurate.

    Endomatic on
  • AddaAdda LondonRegistered User regular
    edited July 2009
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Adda on
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  • Alfred J. KwakAlfred J. Kwak is it because you were insulted when I insulted your hair?Registered User regular
    edited July 2009
    Milo happened.

    Alfred J. Kwak on
  • lilBlilB Registered User regular
    edited July 2009
    Yeah, I don't think programming a computer to be intelligent makes much sense, however it might be possible to build some sort of electronic brain, perhaps something which uses may processing centers and some form of circuitry that can approximate neural behavior. I'd guess at our current level of technology it's possible to build something as intelligent as a housefly.

    lilB on
  • Mei HikariMei Hikari Registered User regular
    edited July 2009
    Because a computer is still just a dumb calculator.

    If you really want to know where game AI is today, go read some articles on http://aigamedev.com/

    Mei Hikari on
  • NeliNeli Registered User regular
    edited July 2009
    I think we need to learn how our own cognitive processes fully work before we start creating mechanical ones. The cognitive sciences still have many areas to explore.

    AI in games though, is not AI at all. It's just "Event A will react to Event B and then X happens". It's just a set of pre-determined actions.

    Neli on
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  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Wat?

    That really makes very little sense. The elements of a human brain are all mechanistic elements that behave according to strict laws of cause and effect, yet the net effect is intelligence. Why would that not be true if we change the parts to silicon rather than carbon?

    surrealitycheck on
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  • slash000slash000 Registered User regular
    edited July 2009
    My CPU is neural network processah; a learning computah.

    slash000 on
  • mastriusmastrius Registered User regular
    edited July 2009
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Wat?

    That really makes very little sense. The elements of a human brain are all mechanistic elements that behave according to strict laws of cause and effect, yet the net effect is intelligence. Why would that not be true if we change the parts to silicon rather than carbon?

    AI are made up of sets of rules that react to other sets of rules. If A happens then do B. If B happens then do C. Thats how they work. The rules are set within them and they follow what theyre programmed to do. Thus, they follow instructions. We, as humans, can react differently, while the AI reacts how they were programmed.

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  • ShadowrunnerShadowrunner Registered User regular
    edited July 2009
    Thirith wrote: »
    I'm not just curious about AI in games, though (as this is the "Games and Technology" forum). Where are 'serious' AI researchers at these days? Anything interesting and exciting happening?

    As far as I know, AI research is still going strong. You don't hear much about it because it's not very sexy, and most people have a pretty big misconception on what AI really encompasses (hint: it's nothing like what you see in the movies). When I was in grad school, one of my profs was really into natural language processing, automated text summarization, etc.

    Wikipedia has a nice overview of the major topics in AI. Artifical Intelligence: A Modern Approach is a good introductory textbook, if you're into that sort of thing.

    Shadowrunner on
  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    AI are made up of sets of rules that react to other sets of rules. If A happens then do B. If B happens then do C. Thats how they work. The rules are set within them and they follow what theyre programmed to do. Thus, they follow instructions. We, as humans, can react differently, while the AI reacts how they were programmed.

    Could you make this more clear?

    You still haven't explained the difference. Yes, there is structure in most AI, as there is structure in the human mind - consider the almost unvarying nature of the processing performed by the visual cortex - so what's the big deal?

    AI does not consist of rules of behaviour in a strict sense; they consist of a computational system that result in behaviour. If you were defining how an AI would respond to every conceivable input, then yes they would be limited - but you aren't.

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  • dispatch.odispatch.o Registered User regular
    edited July 2009
    It's cheaper to put in Xbox Live or Steam or GFWL support at this point. True AI really doesn't have any place in video gaming in my opinion.

    Think of it this way, if you go down a hallway in HL3 with a pistol and a grenade and come up to a barricade with 3 combine standing behind it, what good will the AI do?

    I mean, it's easier just to say "Hay fuckers, when someone approaches, seek cover and try to kill them!" than program some elaborate AI that is going to reach that conclusion anyway.

    dispatch.o on
  • ImpersonatorImpersonator Registered User regular
    edited July 2009
    AI are made up of sets of rules that react to other sets of rules. If A happens then do B. If B happens then do C. Thats how they work. The rules are set within them and they follow what theyre programmed to do. Thus, they follow instructions. We, as humans, can react differently, while the AI reacts how they were programmed.

    Could you make this more clear?

    You still haven't explained the difference. Yes, there is structure in most AI, as there is structure in the human mind - consider the almost unvarying nature of the processing performed by the visual cortex - so what's the big deal?

    AI does not consist of rules of behaviour in a strict sense; they consist of a computational system that result in behaviour. If you were defining how an AI would respond to every conceivable input, then yes they would be limited - but you aren't.

    Do androids dream of electric sheep? (hint: No.)

    Impersonator on
  • ShadowrunnerShadowrunner Registered User regular
    edited July 2009
    Also, real AI isn't suitable for video games because it doesn't make for a fun gaming experience. Would you enjoy playing chess against Deep Blue, where you would conceivably never win? Or checkers against Chinook (the computer always wins if it goes first, and can always force a draw)? Probably not...

    Shadowrunner on
  • AddaAdda LondonRegistered User regular
    edited July 2009
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Wat?

    That really makes very little sense. The elements of a human brain are all mechanistic elements that behave according to strict laws of cause and effect, yet the net effect is intelligence. Why would that not be true if we change the parts to silicon rather than carbon?

    "Wat?" really you want to be that guy?

    There is no intelligence there, as someone else pointed out they are just following instructions based on previous inputs. I'm not downplaying computers or the amazing things we accomplish with them but they are just machines and so far no amount of clever software or circuitry can get past that.

    A computer doesn't understand, it just does what it's told albeit sometimes in a more roundabout way that gives the impression of intelligence. No matter what, it is still just reacting to some past instruction.

    Adda on
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  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    There is no intelligence there, as someone else pointed out they are just following instructions based on previous inputs. I'm not downplaying computers or the amazing things we accomplish with them but they are just machines and so far no amount of clever software or circuitry can get past that.

    A computer doesn't understand, it just does what it's told albeit sometimes in a more roundabout way that gives the impression of intelligence. No matter what, it is still just reacting to some past instruction.

    The part I'm disagreeing with is the no matter what part.

    If you break down any intelligent system the parts at the bottom are unintelligent. The problem is that peoplein this thread seem to assume that because modern AI is pretty bad, that it is in principle impossible to have an intelligent machine, which is quite literally a bizarre claim.

    To take a silly but logically powerful example; I take a computer and simulate the input/output behaviour of a single neuron. I link this computer together with 100 billion other computers and simulate an entire brain. Unless you believe the emergent properties would be automatically different, you have simulated intelligence using computers. Hurrah.

    surrealitycheck on
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  • ThirithThirith Registered User regular
    edited July 2009
    Adda wrote: »
    There is no intelligence there, as someone else pointed out they are just following instructions based on previous inputs. I'm not downplaying computers or the amazing things we accomplish with them but they are just machines and so far no amount of clever software or circuitry can get past that.

    A computer doesn't understand, it just does what it's told albeit sometimes in a more roundabout way that gives the impression of intelligence. No matter what, it is still just reacting to some past instruction.
    From what I know, this is a simplistic downplaying of what real AI is and an idealisation of organic intelligence. Biological intelligence pretty much what you describe above, with the added 'subroutine' (so to speak) to learn. This can be done artificially, i.e. via computers, although it's obviously not a simple process. Human intelligence is the current result of hundreds of thousands of years of brains improving their learning and processing power by means of evolution, and increasing the net effects of learning by transmitting knowledge. But the starting point, as far as I know, was pretty mechanistic.

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  • xzzyxzzy Registered User regular
    edited July 2009
    Adda wrote: »
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Wat?

    That really makes very little sense. The elements of a human brain are all mechanistic elements that behave according to strict laws of cause and effect, yet the net effect is intelligence. Why would that not be true if we change the parts to silicon rather than carbon?

    "Wat?" really you want to be that guy?

    There is no intelligence there, as someone else pointed out they are just following instructions based on previous inputs. I'm not downplaying computers or the amazing things we accomplish with them but they are just machines and so far no amount of clever software or circuitry can get past that.

    A computer doesn't understand, it just does what it's told albeit sometimes in a more roundabout way that gives the impression of intelligence. No matter what, it is still just reacting to some past instruction.

    I've seen bits of research here and there over the years that suggest the human brain is a lot more program like than we'd like to admit. Like it or not.. when we make a decision, we're just reacting to some past instruction as well.

    Clearly there's a difference between computers and humans, but I think it mostly revolves around humans having superior capacity to accept and process the input our senses provide us.

    xzzy on
  • mastriusmastrius Registered User regular
    edited July 2009
    AI are made up of sets of rules that react to other sets of rules. If A happens then do B. If B happens then do C. Thats how they work. The rules are set within them and they follow what theyre programmed to do. Thus, they follow instructions. We, as humans, can react differently, while the AI reacts how they were programmed.

    Could you make this more clear?

    You still haven't explained the difference. Yes, there is structure in most AI, as there is structure in the human mind - consider the almost unvarying nature of the processing performed by the visual cortex - so what's the big deal?

    AI does not consist of rules of behaviour in a strict sense; they consist of a computational system that result in behaviour. If you were defining how an AI would respond to every conceivable input, then yes they would be limited - but you aren't.

    But that is the difference. Humans can react in a multitude of ways that no one could possibly expect. While AI will react in only the ways we have programmed into them. They cant make up a whole new way to react like a human could. A happens, then they search what can happen if A happens and choose the best scenario and bam, thats what you get.

    Humans can react to any possible thing to any possible way. AI react with whatever theyre programmed to react with. Its that simple. There is no sentient AI all knowing god that can react how it wants like a human mind. They have rules they follow based on lines of code input into them.

    For instance. Someone points a gun at you. You could do any number of things to respond to this. Maybe talk him down, back down, knock it away, those are probably the most likely scenarios. Now if an AI had a gun pointed at it and these are the rules set within it, and say maybe there was this perfect path to run away and he couldve made it. But theres only those 3 rules set within him. Hell only think of those 3 and react with the most likely scenario to keep him alive. While a human could make a break for it because he isnt restricted to only what he has programmed.

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  • mastriusmastrius Registered User regular
    edited July 2009
    xzzy wrote: »
    Adda wrote: »
    Yeah they aren't really the same thing. Plus no matter what amazing things a computer can do and how wonderful they seem, they have absolutely zero intelligence, they just follow instructions.

    Wat?

    That really makes very little sense. The elements of a human brain are all mechanistic elements that behave according to strict laws of cause and effect, yet the net effect is intelligence. Why would that not be true if we change the parts to silicon rather than carbon?

    "Wat?" really you want to be that guy?

    There is no intelligence there, as someone else pointed out they are just following instructions based on previous inputs. I'm not downplaying computers or the amazing things we accomplish with them but they are just machines and so far no amount of clever software or circuitry can get past that.

    A computer doesn't understand, it just does what it's told albeit sometimes in a more roundabout way that gives the impression of intelligence. No matter what, it is still just reacting to some past instruction.

    I've seen bits of research here and there over the years that suggest the human brain is a lot more program like than we'd like to admit. Like it or not.. when we make a decision, we're just reacting to some past instruction as well.

    Clearly there's a difference between computers and humans, but I think it mostly revolves around humans having superior capacity to accept and process the input our senses provide us.

    Well sure, and thats obvious. But what were trying to get at here is that AI is created by us, the humans. and will be given rules that we think of as what they are allowed to do. The AI cant find a way out of those rules and will only follow the set rules within itself. While a human can do whatever he wants. It doesnt matter how stupid or useless. They can do it.

    What you guys arnt yet understanding is that AI is made up of rules and reactions. I know. I know. Youll say humans are too. But again, they will only react with whatever we as humans have programmed into them. Not anything else. Thats what Im trying to get at. They will not, by any means, do something we havent programmed. They stay within the boundaries of what we've created and follow that.

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  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    But that is the difference. Humans can react in a multitude of ways that no one could possibly expect. While AI will react in only the ways we have programmed into them. They cant make up a whole new way to react like a human could. A happens, then they search what can happen if A happens and choose the best scenario and bam, thats what you get.

    Humans can react to any possible thing to any possible way. AI react with whatever theyre programmed to react with. Its that simple. There is no sentient AI all knowing god that can react how it wants like a human mind. They have rules they follow based on lines of code input into them.

    For instance. Someone points a gun at you. You could do any number of things to respond to this. Maybe talk him down, back down, knock it away, those are probably the most likely scenarios. Now if an AI had a gun pointed at it and these are the rules set within it, and say maybe there was this perfect path to run away and he couldve made it. But theres only those 3 rules set within him. Hell only think of those 3 and react with the most likely scenario to keep him alive. While a human could make a break for it because he isnt restricted to only what he has programmed.

    Ahh, I see the problem. You have not encountered the concept of emergence.

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

    Have a look. And I don't mean this as a brush-off, I quite genuinely think that reading that will satisfy why the AI can behave in the fashion you believe it can't.

    surrealitycheck on
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  • AddaAdda LondonRegistered User regular
    edited July 2009
    Guess my point is coming across correctly. The key word in A.I. is artificial. All that happens is that computers mimic intelligent behaviour. As much as you want to draw comparisions between human brains and computers working in the same fashion i.e input output decisions based on past instructions. I believe we are at a soft ceilng with what can be done.

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  • surrealitychecksurrealitycheck lonely, but not unloved dreaming of faulty keys and latchesRegistered User regular
    edited July 2009
    All that happens is that computers mimic intelligent behaviour.

    What is the distinction between flawless mimicry of behaviour and intelligence?

    If your zombie is like a person in every respect, in what sense is it a zombie?

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  • Evil MultifariousEvil Multifarious Registered User regular
    edited July 2009
    AI can't behave in any intelligent way yet because binary systems are simply calculators. they are massive calculators that can process massive amounts of data but they are still just linear systems of binary switches. the human brain does not process or store information in binary, of that we can be pretty sure. simply put, right now, it seems unlikely that AI could imitate human intelligence well enough to be intelligent or to might-as-well-be intelligent.

    on top of that, we don't really have a good operating definition of intelligence, and we certainly don't really know how intelligence or consciousness exists in detail, so we can't yet reproduce it. i suspect we will do so by accident far before we actually understand how our own brains work in a mechanistic sense.

    Evil Multifarious on
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