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What happens when a robot doesn't know something? It just goes on the internet

The Robo Brain system will allow robots to use the internet to learn about objects and how they’re used, along with human language and behaviour.

BEFORE NOW, ROBOTS were either programmed to carry out tasks or taught what to do through learning algorithms, but in the future, they may just learn what to do from the internet instead.

Robo Brain is a large-scale computational system that learns from publicly available resources from the internet. The system was developed by researchers at Cornell, Stanford and Brown universities and the University of California, Berkeley.

According to Phys.org, the system is currently downloading and processing about one billion images, 120,000 YouTube videos and 100 million how-to documents and appliance manuals.

This data is being translated and stored in a robot-friendly format that robots will be able to draw upon when they need it. Robo Brain will process images to pick out the objects in them, and by connecting images and videos with text, it will learn to recognise objects and how they’re used, along with human language and behaviour.

This is all done through a process called “structured deep learning” which helps robots classify what objects are and how they’re interacted with. As Phys.org explains:

The system employs what computer scientists call “structured deep learning,” where information is stored in many levels of abstraction. An easy chair is a member of the class of chairs, and going up another level, chairs are furniture. Robo Brain knows that chairs are something you can sit on, but that a human can also sit on a stool, a bench or the lawn.

One of the examples given is that of a coffee mug. If Robo Brain sees this, it can learn that not only is it a mug, but liquids can be poured into it, you can use the handle to hold it and it must be carried upright when full.

Robo Brain will also have teachers, where its website will display things it has learned. Visitors will be able to view this information and make additions and corrections where required, although what they will teach them remains to be seen.

apala734 / YouTube

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9 Comments
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    Mute Ciaran Mcguinness
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    May 1st 2025, 9:41 PM

    Great to see all the musicians come out in support of Kneecap. Keep up the protest.

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    Mute Del Ray
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    May 1st 2025, 10:08 PM

    @Ciaran Mcguinness: I used to think exploiting the troubles, kneecapping etc to sell music was wrong but then I realized they are just Harry Enfield characters. Enjoy them for that. Think more Kevin the teenager. They don’t really support Hezbollah. They aren’t really pro torture, anti gay, anti West. It’s all so unfair – as Kevin might say.

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    Mute Ciaran Mcguinness
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    May 1st 2025, 11:11 PM

    @Del Ray: I don’t agree with all they say; only with their right to say it. I’ve heard worse at gigs in the past.

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    Mute Regular John
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    May 1st 2025, 9:27 PM

    Absolute gôbshïtes, bill them for all the disruption they caused.

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    Mute Lone Hurler
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    May 1st 2025, 11:52 PM

    @Regular John: Far left violence. It should be called what it is.

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    Mute and the hit's just keep coming
    Favourite and the hit's just keep coming
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    May 2nd 2025, 10:52 AM

    @Regular John: well its basically a terrorist act against an airport so charge them with terrorism

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    Mute Jb Walshe
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    May 1st 2025, 9:33 PM

    That will keep the trolls busy on here for the night

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    Mute jn
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    May 1st 2025, 10:08 PM

    comment’s are open for this , more not stories to deflect from fffg disastrous governing

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    Mute Lone Hurler
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    May 1st 2025, 11:55 PM

    @jn: We know the Govt fund left wing activists for a whole range of issues, put paying them to gatecrash Shannon Airport is a bit of a stretch.

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    Mute Andrew Harrington
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    May 1st 2025, 9:37 PM

    Charge them as terrorists.

    155
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    Mute Great Eagle
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    May 1st 2025, 10:17 PM

    @Andrew Harrington: Ten years in jail would seem appropriate and then be deported to Gaza

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    Mute Peter Wall
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    May 1st 2025, 9:27 PM

    Lefty dopes

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    Mute Ekumbe Adesiyan
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    May 1st 2025, 9:23 PM

    Violent, childish leftists.

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    Mute Daratheprofessional 1
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    May 1st 2025, 10:38 PM

    @Ekumbe Adesiyan: As opposed to extremely violent right wing government’s such as Israel or The U.S

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    Mute S Suilleabhain
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    May 2nd 2025, 11:49 AM

    @Ekumbe Adesiyan: says the guy with a huge gripe against same sex attraction ..that’s pretty childish

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    Mute Darran Macken
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    May 1st 2025, 9:23 PM

    They are very violent its crazy.

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    Mute Stephen McGovern
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    May 1st 2025, 10:38 PM

    @Darran Macken: I know, that poor fence! Won’t somebody think of the children!!

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    Mute KO
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    May 2nd 2025, 12:05 AM

    Good job announcing that security resources were cut at Shannon airport jic anymore terrorist wish to attack.

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    Mute Daniel Skelton
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    May 2nd 2025, 12:45 AM

    People who go around doing the whole Palestine thing, are usually bored and just want an excuse for something to protest about.

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    Mute liam mc meel
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    May 1st 2025, 9:46 PM

    Morons

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    Mute Lone Hurler
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    May 1st 2025, 11:53 PM

    @liam mc meel: Far left violent morons

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    Mute Padraig O'Brien
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    May 2nd 2025, 12:53 AM

    Is free speech really free. Right on protesters!

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    Mute nollaig o cellaigh
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    May 2nd 2025, 12:01 AM

    And what did this protest succeed in doing?

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    Mute Social Guy
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    May 2nd 2025, 3:36 AM

    So we can comment on this but not the “Journal Investigates” piece about transgender healthcare?? That piece of so-called journalism should come with a health warning of its own. An entirely one-sided piece of cr4p which makes no effort to provide any form of journalistic balance. It reads like a junior cert essay and should be marked as an Opinion article rather than “Investigates”. A perfect example of why The Journal is and will remain a free newspaper. Nobody in their right mind would pay for such reporting.

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    Mute P. V. Aglue
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    May 1st 2025, 9:52 PM

    “We crashed the gate doing 98 and said let them truckers roll”

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    Mute Mick Joe
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    May 2nd 2025, 6:44 AM

    These geniuses at Shannon and Kneecap , it shows that these Leftards don’t have much going on between the ears.

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    Mute liam mc meel
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    May 2nd 2025, 2:45 AM

    Should be a deep trench around it like dublin airport years ago.

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    Mute Jack
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    May 2nd 2025, 2:11 AM

    Great article on 2 infrastructure projects in Meath/kildare granted planning permission. It does not mention once what those projects entail, only waffle about “Renewable energy is fundamental in unlocking greater energy independence and security, as well as economic growth and the development of a stronger society,” Mahon continued.” One can only guess it’s using agricultural land that would be best purposed for food production, to be used for solar panels that will have less of a sustainable impact. When they don’t mention what’s involved you know it’s not good. There thousands upon thousands of acres of car parks and industrial buildings that can easily accommodate solar panels, but those planners insist on unnecessarily using agricultural land.

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    Mute Alex
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    May 2nd 2025, 9:11 AM

    @Jack: Ireland is overproducing meat anyway. 50% of it could be replaced by something useful.

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    Mute William O leary
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    May 1st 2025, 10:30 PM

    we,ll give them a house in case someone’s offended …..

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    Mute Meh Meh
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    May 1st 2025, 10:20 PM

    Meer to me Shannon, Snip, Snip Mr Burgess. The Van. Great movie.

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    Mute Ed Brennan
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    May 2nd 2025, 8:49 AM

    Charge them under anti terrorism Law.

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    Mute and the hit's just keep coming
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    May 2nd 2025, 10:54 AM

    @Ed Brennan: totally agree and into the special criminal court with no jury

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    Mute Alex
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    May 2nd 2025, 9:10 AM

    Next step is a van filled with explosives.

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    Mute Derek O Gorman
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    May 2nd 2025, 10:41 AM

    Prob hippie Brit smelly fk s on the dole. Remove their welfare

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    Mute gus wogan
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    May 2nd 2025, 4:29 PM

    I do not condone this form of protest, as much as I suport the Palestine people.

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    Mute chris gaffney
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    May 2nd 2025, 1:35 PM

    Please jail them. No need for a trial and throw away the key??

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    Mute Matt Rogers
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    May 3rd 2025, 6:32 AM

    Lots of comments on here about left-wing this and left-wing that when the truth is that the only lefties Ireland has ever had followed James Connelly into GPO and never came out again.

    1
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