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How Machine Learning Will Change Augmented Reality

An anonymous reader writes "Augmented reality is already adding digital information to the world around us — but the next step to making it truly useful will be when it starts to use elements of machine learning to understand the real world, Mike Lynch, boss of machine learning software specialist Autonomy told silicon.com — also explaining machine learnings links with the theorems devised by 18th century cleric Thomas Bayes."

23 of 101 comments (clear)

  1. Evolution is a great trainer by Toe,+The · · Score: 4, Interesting

    (Disclaimer: I have nothing to do with this site, and it is non-commercial as far as I can tell.)

    This leads me to pimp my favorite new site/game/lesson... what is this? It's cool, that's all. Check out this neat implementation of a genetic algorithm to produce a cool demonstration computer-generated evolution: http://www.boxcar2d.com/

    1. Re:Evolution is a great trainer by guybrush3pwood · · Score: 2

      What the fuck is that shit? How many millions of years should I wait unit I get a working bicicle? I'll run out of battery!

      --
      Perhaps I'm trolling, perhaps I'm not.
    2. Re:Evolution is a great trainer by Superken7 · · Score: 2

      Wow, I already knew about that 2D car experiment but just re-discovered it with a far more interactive design, thanks!

      Someone should make an app for that (not kidding) that lets you be the designer of a car and makes your car compete against other user's designs, producing an online top ranking, friends ranking (you have been ousted!), etc... Maybe there is even something more sophisticated than building 2D cars that would make a great game...
      (Yes i know the website lets you design a car, thats where I got my idea from, but it won't compete against others & no rankings)

      This is one of those projects where the "Wish I had more free time"-thought comes to mind :-(
      Anyone? =D

  2. logical end by SethThresher · · Score: 2

    Look, all I want is my AR glasses to overlay the world into an MMORPG/FPS sim and I'll be good, okay? Call it a reparation for the future not providing me with my own jetpack and/or flying car yet.

  3. NEWS FLASH! by jfengel · · Score: 2

    Nonexistent product will change your life! Film at 11.

    (Eleven years from now, that is. We think. Maybe the schedule will slip a bit.)

  4. Newton's Laws? by VirginMary · · Score: 4, Insightful

    I think you meant Asimov's Laws of robotics! I doubt classical physics has anything to do with it.

    --
    When 1person suffers from a delusion,it is called insanity.When many people suffer from a delusion,it is called religion
    1. Re:Newton's Laws? by Toe,+The · · Score: 3, Funny

      No, no. Learn your history. It's Asimov's version of Newton's Laws.

      The full form goes something like:

      1. Every robot must remain in a state of constantly not injuring humans or causing them to become injured through the robot's state of rest.

      2. Any robot, subject to a force in the form of an order by a human undergoes an acceleration in the form of obeying the order as long as it does not contradict the first law.

      3. The mutual forces of action and reaction between a robot and another object must not allow that other object to end the existence of the robot, provided this doesn't conflict with the first two laws.

      I think that's it. Wikipedia probably has the full version.

  5. Re:Still the future? by Anonymous Coward · · Score: 2, Insightful

    Can you back up the claim that there is no significant research going on? Maybe the real problem here is your definition of "significant", which BTW you also forgot to specify.

  6. Re:Still the future? by Anonymous Coward · · Score: 3, Informative

    "current state of it is pathetic"
    AI beats humans at chess and jeopardy. It solves difficult puzzles much quicker than you or I could. Maybe it's "pathetic" compared to what you would like it to be, but it's far from pathetic.

    "there is no significant research going on"
    Please do the tiniest bit of research before posting garbage like this. Again though, you include another relative term like "significant" to cover yourself.

    Lame post.

  7. Re:Still the future? by Skarecrow77 · · Score: 3, Informative

    That's because John Conner has come back from the future and saved us at the last possible moment from significant breakthroughs in AI research no less than 17 times now, you ingrate!

  8. frees up the human by Un+pobre+guey · · Score: 2, Interesting

    If you can get a computer to do [those tasks] then that's a phenomenal saving, and it frees up the human to do something more interesting.

    Right. That's what's been happening. Humans have been freed up to do more interesting things, and for more pay, too. Uh huh.
    So, the more we make machines do more of the work people do, the more interesting work there is for the rest of us? Those of us who don't own the machines? Those of us who need to make a decent living? Does this guy live on planet earth? Can it be that in 2011 there are still people in decision-making positions who still believe that?

    1. Re: frees up the human by retchdog · · Score: 2

      well, struggling to live on the street and squatting in flophouses can be considered "interesting;" he didn't say "fruitful."

      an ayn rand quote would be all too easy to find, so here's one from the radical left: ""Down with a world in which the guarantee that we will not die of starvation has been purchased with the guarantee that we will die of boredom."

      --
      "They were pure niggers." – Noam Chomsky
    2. Re: frees up the human by sserendipity · · Score: 2

      Here's an Ayn Rand quote that I have to bring whenever she is mentioned: "I love handouts from the government."

      http://www.good.is/post/conservative-darling-ayn-rand-died-loving-government-handouts/

    3. Re: frees up the human by Un+pobre+guey · · Score: 2

      You're simply repeating the standard naive argument from 60 or more years ago. Eliminating "menial" labor, more commonly called "blue collar jobs," is neither scalable nor survivable. Those people will not become engineers, scientists, professionals, or "white collar" employees as your model will effectively require. While many products and services may diminish in price, a great many people will become under- or unemployed. The poverty line will go up, not down. Beware of simply accepting pop-culture notions of capitalism, they are wrong. Many counter-intuitive results will come from making machines do all the work. Those who don't own robots will be increasingly unable to participate in the economy.

      However, saying that there's nothing else for you to do is false, and probably defeatist or possibly lazy
      This is a gratuitous conjecture. If you are shifting all unskilled work to machines then there will in fact be nothing else for unskilled workers to do, by definition. They are not lazy, they are displaced. Eliminating all possible forms of human labor that can be more cheaply performed by machines, and doing so as quickly as possible is beyond foolhardy. It invites cataclysm.

      Sure, if a machine takes your job, then it sucks for you
      This would be funny if it weren't so preposterous and sociopathic. Don't worry, your turn will come.

    4. Re: frees up the human by retchdog · · Score: 2

      and it deserves wider circulation. i've always considered objectivism to be a great (if strenuous) personal ideal but horrible social policy, and i'm glad to see that ms. rand agreed.

      --
      "They were pure niggers." – Noam Chomsky
    5. Re: frees up the human by icebraining · · Score: 2

      How is automation any different than what's already happening with outsourcing? 70-80% of the GDP of many western countries already comes from the services sector.

    6. Re: frees up the human by Beezlebub33 · · Score: 2

      You're simply repeating the standard naive argument from 60 or more years ago. Eliminating "menial" labor, more commonly called "blue collar jobs," is neither scalable nor survivable. Those people will not become engineers, scientists, professionals, or "white collar" employees as your model will effectively require. While many products and services may diminish in price, a great many people will become under- or unemployed. The poverty line will go up, not down. Beware of simply accepting pop-culture notions of capitalism, they are wrong. Many counter-intuitive results will come from making machines do all the work. Those who don't own robots will be increasingly unable to participate in the economy.

      You haven't given me any reason to think that his 'naive' argument is not correct other than you saying so. Is life worse now than 60 years ago because automation has replaced people in a number of menial tasks? I don't see it. I can buy an iPod for a small amount of money because the factories that create them are largely automated, and the ships that transport them from there to here are largely automated, and the packaging and delivery system is largely automated. The same applies to food, and clothing, and housing. In pretty much every aspect of life, bits and pieces are automated and function semi-autonomously. Each of those is denying a person a job.

      When you get on an elevator and push a button, you have denied a job to the elevator driver. But the elevator driver is not starving in the street because they got another job. It was a stupid job that did not require a human and automation of that task has made life better for everyone. It sounds like you are upset because we use front end loaders rather than having a team of people dig ditches, and now all those ditch diggers are penniless. It doesn't work that way.

      If, and this is a huge if, almost all tasks that required human intervention for 'menial' tasks was taken over instantly by robots, then yes we would have a problem. A huge percentage of our workforce would suddenly not have a job, we'd have social unrest, etc. But the way that it's been happening for the past couple hundred years is that the automation has been creeping, slowly replacing tasks. Yes, people who used to work looms are no longer needed with modern cloth manufacturing, but people shift and move and retrain. There is not an additional 1% permanent underclass of loom workers out there.

      Are there huge numbers of unemployed buggy whip manufacturers? No, of course not, because economics works such that those people go and do something else. Can you name 3 menial tasks that have been replaced by automated processes that have caused long term increases in unemployment? One?

      --
      The more people I meet, the better I like my dog.
  9. Re:Insect Brains by Skarecrow77 · · Score: 2

    I swear I remember reading that IBM had already simulated an AI "Intelligence" with sophistication on par with a cat's brain, albeit not at full speed.

    Yep, here it is (one of many articles on the subject I picked at random)
    http://www.technewsworld.com/story/68678.html

  10. Re:Still the future? by pclminion · · Score: 2

    AI is always in the future, almost by definition. As soon as any new "artificial intelligence" algorithm goes mainstream, and starts to be incorporated into real products, people tend to stop thinking of it as AI and more of "just what those computer thingies do." So it's you who keeps changing the definition of what AI is, it's not a lack of forward progress.

    AI tends to be "whatever the most advanced stuff is that people are working on." I hate the terminology, as do you apparently, but a problem with terminology doesn't mean we're not inventing anything.

  11. Re:Still the future? by Palpatine_li · · Score: 2

    I wouldn't call Watson pathetic. Also, how far have we already pushed the boundary of 'intelligence'? I mean, playing chess or basically anything easier than go is no longer considered intelligence, limited parsing of sentences is no longer considered intelligence. How long before we find out that nothing is left to be called 'intelligence'?

  12. Re:Still the future? by Caspin · · Score: 2

    Netflix has sponsored a hugely successful AI competition with a grand prize of 1,000,000 dollars.

    Amazon uses AI to determine recommendations

    US post office use AI so sort mail more accurately than a human and at insane speeds.

    AI can beet any human at just about any game, it is even getting pretty good at Go!

    Starcraft AI competition was just fun. Overmind use geneitic algorithms and machine learning to fine tune it's response to Starcrafts various enemies.

    Your spam filter uses machine learning to better classify spam.

    AI biggest is failure is that once AI has solved the problem it becomes an algorithm instead of machine learning. We do all of the work but get non of the glory.

  13. Re:Heads up by PPH · · Score: 2

    A computer wouldn't have made that mistake.

    --
    Have gnu, will travel.
  14. Re:Still the future? by mswhippingboy · · Score: 2

    You are under the commonly held impression that intelligence requires some special magical ingredient. It does not. The human brain works within the laws of physics. It is simply a machine, albeit built out of organic material. While we don't fully understand all the details, we have made great leaps in the understanding of the mechanisms that drive it over the years. We haven't managed to create a machine with a generalized "intelligence" on par with a complete human brain yet, but we have been nibbling at the edges with vision, voice recognition, logic inference and other areas.

    I suspect we won't just wake up one morning and hear on the news that someone has created an intelligent machine. It will creep into all the devices we interact with on a daily basis (maybe even embedded in our bodies) and at some point the question of whether a device is intelligent or not will be mote. If you can have an intelligent conversation with your device (maybe even more intelligent than with one of your friends) will it even matter whether it's a person or a device you are conversing with. If it can understand you and reply with a reasoned response, do you care how much "brute force" is employed under the covers?

    AI is far more advanced than you realize and advancing at an accelerating pace, partly due to hardware, miniturization, software and communications.

    --
    Sometimes the light at the end of the tunnel is the headlight of an oncoming train.