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Google’s New Computer With Human-Like Learning Abilities Will Program Itself
betabeat.com ^ | 10/29 3:22pm | By Sage Lazzaro

Posted on 10/29/2014 1:56:10 PM PDT by Red Badger

The new hybrid device might not need humans at all.

In college, it wasn’t rare to hear a verbal battle regarding artificial intelligence erupt between my friends studying neuroscience and my friends studying computer science.

One rather outrageous fellow would mention the possibility of a computer takeover, and off they went. The neuroscience-savvy would awe at the potential of such hybrid technology as the CS majors argued we have nothing to fear, as computers will always need a programmer to tell them what to do.

Today’s news brings us to the Neural Turing Machine, a computer that will combine the way ordinary computers work with the way the human brain learns, enabling it to actually program itself. Perhaps my CS friends should reevaluate their position?

The computer is currently being developed by the London-based DeepMind Technologies, an artificial intelligence firm that was acquired by Google earlier this year. Neural networks — which will enable the computer to invent programs for situations it has not seen before — will make up half of the computer’s architecture. Experts at the firm hope this will equip the machine with the means to create like a human, but still with the number-crunching power of a computer, New Scientist reports.

In two different tests, the NTM was asked to 1) learn to copy blocks of binary data and 2) learn to remember and sort lists of data. The results were compared with a more basic neural network, and it was found that the computer learned faster and produced longer blocks of data with fewer errors. Additionally, the computer’s methods were found to be very similar to the code a human programmer would’ve written to make the computer complete such a task.

These are extremely simple tasks for a computer to accomplish when being told to do so, but computers’ abilities to learn them on their own could mean a lot for the future of AI.


TOPICS: Business/Economy; Culture/Society; Technical
KEYWORDS: computer; google; tech
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To: Billthedrill

10. Can work for days and even weeks on just coffee and Twinkies..................


21 posted on 10/29/2014 2:24:58 PM PDT by Red Badger (If you compromise with evil, you just get more evil..........................)
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To: adorno

1 2 3 5 7 11 13 17 19 23 29 31 37 41 43 47 53 59 61 67 71 ...


22 posted on 10/29/2014 2:26:14 PM PDT by Red Badger (If you compromise with evil, you just get more evil..........................)
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To: null and void

Don’t Be Evil = Bend To Evil


23 posted on 10/29/2014 2:32:40 PM PDT by cyberstoic
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To: Red Badger
This article is utter bullcrap and marketing. I worked for a company in 1988 that was using neural networks to learn how to process unknown data. At the time, it was under a FedGov contract, and they were trying to match certain communication signals.

Pairing neural networks and ordinary digital computers is NOT new.

24 posted on 10/29/2014 2:33:36 PM PDT by backwoods-engineer (Blog: www.BackwoodsEngineer.com)
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To: Red Badger

Sarah Connor: What did he just say?
Gas Station Attendant: He said there’s a storm coming in.
Sarah Connor: [sighs] I know.


25 posted on 10/29/2014 2:34:09 PM PDT by thorvaldr
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To: Red Badger

They should call it- “Kaci” & make it a medical droid, since obviously you can acquire this knowledge extensively on your own……


26 posted on 10/29/2014 2:34:31 PM PDT by mikrofon (Humpday BUMPty)
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To: Red Badger
I Think We're All Bozos on This bus.
27 posted on 10/29/2014 2:37:06 PM PDT by TBP (Obama lies, Granny dies.)
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To: Red Badger
I Think We're All Bozos on This Bus.
28 posted on 10/29/2014 2:37:15 PM PDT by TBP (Obama lies, Granny dies.)
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To: Red Badger
1 2 3 5 7 11 13 17 19 23 29 31 37 41 43 47 53 59 61 67 71 ...

the 1,000th is 7919

So, would a "self-programmed" computer have been able to com up with the idea of prime numbers, and then calculated them?
29 posted on 10/29/2014 2:37:24 PM PDT by adorno (a)
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To: Red Badger
AI - No history of psychological trauma, no subconscious mind causing Freudian slips, forgetfulness and bad decision making, no psychological attachments to objects or authority figures, no irrationality, no mood swings, no imaginary illnesses, no malingering, no labor union problems, no absenteeism...

What's not to like?

30 posted on 10/29/2014 2:42:09 PM PDT by Yollopoliuhqui
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To: Red Badger

Richard Daystrom: “M-5 *thinks*, Captain!”


31 posted on 10/29/2014 2:44:14 PM PDT by Charles Martel (Endeavor to persevere...)
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To: adorno
primesTo m = 2 : sieve [2..]
where
sieve (p:xs) = p : sieve [x | x - xs, rem x p /= 0]

32 posted on 10/29/2014 2:47:10 PM PDT by Gideon7
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To: adorno

All I know is don’t sell computers to hindus.

I read this sci fi story where a bunch of hindus bought an IBM to process all the names of God. They had like 5 billion of them, and believe that once they were all processed, the universe would come to an end.

IBM had a man onsite to make sure the machine kept running. And then suddenly the printer sputtered to a stop and overhead the stars began to wink out.


33 posted on 10/29/2014 2:52:57 PM PDT by DannyTN
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To: Yollopoliuhqui

Actually, you’d think that a true AI could develop all kinds of mental illnesses, including new ones that we never considered. Think Marvin the paranoid android.


34 posted on 10/29/2014 2:55:00 PM PDT by DannyTN
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To: Red Badger

I created self-modifying code using Forth, decades ago. I presume they’ve done something much cooler, being Google and all.


35 posted on 10/29/2014 2:57:36 PM PDT by rightwingcrazy
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To: DannyTN
All I know is don’t sell computers to hindus.

I read this sci fi story where a bunch of hindus bought an IBM to process all the names of God. They had like 5 billion of them, and believe that once they were all processed, the universe would come to an end.

The Nine Billion Names of God, by Arthur C. Clarke.

36 posted on 10/29/2014 3:02:41 PM PDT by Steely Tom (Thank you for self-censoring.)
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To: Gideon7
primesTo m = 2 : sieve [2..] where sieve (p:xs) = p : sieve [x | x - xs, rem x p /= 0]

Question is: would a machine be able to determine that, a problem exists, and that the problem needs to be solved, and then it goes about solving it, and proceeds to using the solution for the good of mankind (or machine-kind).

A self-teaching machine should have no input from humans, if it truly does have AI.
37 posted on 10/29/2014 3:05:45 PM PDT by adorno (a)
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To: rightwingcrazy
I created self-modifying code using Forth, decades ago. I presume they’ve done something much cooler, being Google and all.

Why are there so many people giving the people at Google so much credit for things that aren't really that amazing?

Search was not created by Google. Self-drive cars wasn't an idea that first came from Google, and there are plenty of others working on the same things that Google engineers and programmers have been working on.

Most things from Google, have been done before, and there isn't really anything that amazing coming from Google. The aura of greatness has worn off from Google, and even their earnings are beginning to reflect that Google isn't doing anything spectacular.
38 posted on 10/29/2014 3:13:02 PM PDT by adorno (a)
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To: Red Badger

OK, for my first program request: reverse engineer Windows 7, recode it from scratch, and then put the new code in the public domain.


39 posted on 10/29/2014 4:00:30 PM PDT by catnipman (Cat Nipman: Vote Republican in 2012 and only be called racist one more time!)
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To: Billthedrill

You forgot “We know it doesn’t do anything yet. Its called Agile Development.”


40 posted on 10/29/2014 4:06:30 PM PDT by kjam22 (my music video "If My People" at https://www.youtube.com/watch?v=74b20RjILy4)
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