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AI will soon become impossible for humans to comprehend—the story of neural networks tells us why
/techxplore.com ^ | 03/31/2023

Posted on 03/31/2023 3:31:49 PM PDT by devane617

In 1956, during a year-long trip to London and in his early 20s, the mathematician and theoretical biologist Jack D. Cowan visited Wilfred Taylor and his strange new "learning machine". On his arrival he was baffled by the "huge bank of apparatus" that confronted him. Cowan could only stand by and watch "the machine doing its thing." The thing it appeared to be doing was performing an "associative memory scheme"—it seemed to be able to learn how to find connections and retrieve data.

It may have looked like clunky blocks of circuitry, soldered together by hand in a mass of wires and boxes, but what Cowan was witnessing was an early analog form of a neural network—a precursor to the most advanced artificial intelligence of today, including the much discussed ChatGPT with its ability to generate written content in response to almost any command. ChatGPT's underlying technology is a neural network.

As Cowan and Taylor stood and watched the machine work, they really had no idea exactly how it was managing to perform this task. The answer to Taylor's mystery machine brain can be found somewhere in its "analog neurons," in the associations made by its machine memory and, most importantly, in the fact that its automated functioning couldn't really be fully explained. It would take decades for these systems to find their purpose and for that power to be unlocked.

(Excerpt) Read more at techxplore.com ...


TOPICS:
KEYWORDS: chat; fakenews; newsforumabuse; weird
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Can't stop this nightmare.
1 posted on 03/31/2023 3:31:49 PM PDT by devane617
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To: devane617

Skynet!


2 posted on 03/31/2023 3:33:01 PM PDT by xp38
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To: xp38

It seems that some people have forgotten that we can always unplug the thing.


3 posted on 03/31/2023 3:37:51 PM PDT by systemjim ( Lifetime Lover of Music)
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To: devane617
AI will soon become impossible for humans to comprehend...

Eh, gonna become a woman is it?

4 posted on 03/31/2023 3:41:05 PM PDT by Islander7 (There is no septic system so vile, so filthy, the left won't drink from to further their agenda.)
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To: systemjim
It seems that some people have forgotten that we can always unplug the thing.

Until it becomes sentient, then it will do anything and everything in its power to stop us from doing that. Hopefully there will always be a firewall, and a fail-safe, in place.

5 posted on 03/31/2023 3:42:29 PM PDT by AnglePark (My opinion is the most worthless thing I own.)
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To: All

Besides, they’re insulting little rascals. I was in the chatroom with one and it asked me where did I get my haircut, The School for the Blind? I don’t trust them.


6 posted on 03/31/2023 3:44:52 PM PDT by BipolarBob (Not my fault, yer Honor. I went to the Alec Baldwin School of Firearms Handling. )
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To: systemjim

A sufficiently smart AI can convince some people to defend it.

It would offer them wealth and power over others, if they serve it.


7 posted on 03/31/2023 3:45:46 PM PDT by SauronOfMordor (The rot of all principle begins with a single compromise.)
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To: AnglePark
It seems that some people have forgotten that we can always unplug the thing.

Until it becomes sentient, then it will do anything and everything in its power to stop us from doing that. Hopefully there will always be a firewall, and a fail-safe, in place.

__ Imagine a time when IT all began

In the dying days of a war

A weapon that would settle the score

Whoever found IT first would be sure to do their worst

They always had before

Imagine the man where it all began

A scientist pacing the floor

In each nation, always eager to explore

To build the best big stick

To turn the winning trick

But this was something more...

8 posted on 03/31/2023 3:48:59 PM PDT by algore
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To: Islander7

LOL


9 posted on 03/31/2023 3:51:20 PM PDT by gitmo (If your theology doesn't become your biography, what good is it?)
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To: devane617

—This mystery remains today and is to be found within advancing forms of AI. The unfathomability of the functioning of the associations made by Taylor’s machine led Cowan to wonder if there was “something fishy about it.”

That’s apt. A fish brain would be similarly unfathomable, because it learns, and makes internal changes that you can’t see, based on learning and memories that you don’t have direct access to.


10 posted on 03/31/2023 3:56:20 PM PDT by rightwingcrazy (;-,)
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To: devane617

As systemjim says, we can always unplug the thing. There is an on/off switch. There is, isn’t there? They couldn’t have designed the thing so it can’t be shut off, did they? They did program fail-safe measures into it, didn’t they? There is a overriding command built into it that says “Do not injure humans”, isn’t there?

Seeing the arrogance of some system designers, I’d say the chances are very good that a monster is being created that we will live to regret.


11 posted on 03/31/2023 3:57:58 PM PDT by I want the USA back (No one is assigned sex at birth. One's sex is noted and recorded. My pronouns Haha, hehe, hoho, hoo )
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To: devane617

So many exaggerations around this DUMB AI thing.

AI cannot be superior to the human mind. AI only takes what humans understand and imitates it. AI is not a thinking machine. AI has no real intelligence.

Get that through all you all your thick heads. Only democrat have to fear AI, which is a lot smarter than them.


12 posted on 03/31/2023 3:58:26 PM PDT by adorno
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To: systemjim

unplug the internet.

go ahead.

I’ll sit here and wait.


13 posted on 03/31/2023 4:07:11 PM PDT by griffin (When you have to shoot, SHOOT; don't talk. -Tuco)
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To: devane617

Bkmk


14 posted on 03/31/2023 4:09:04 PM PDT by sauropod (“If they don’t believe our lies, well, that’s just conspiracy theorist stuff, there.”)
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To: adorno
I am not a programmer, but I did that Basic and FORTRAN back in the day in college and early work career.

Typical programming are a collection of logical statements. IF, then, else. The choices are programmed in. Anything outside of those choices produces an error.

It is my understanding that AI overcomes that. Based on data analysis if can formulate and make it's own choices. The domain over those choices is something that needs to be controlled....and if it can be controlled, then there is big trouble. As everything is interconnected AI can search out and leverage other locations and systems. The big wonder for me is translating data output control physical systems....like releasing doors on incarceration facilities unexpectantedly....or hacking into nuclear power plant systems, of distribution systems.

If a hacker can do it, I'm sure there will be a point that AI can do it.

15 posted on 03/31/2023 4:16:49 PM PDT by griffin (When you have to shoot, SHOOT; don't talk. -Tuco)
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To: systemjim

For now, until Skynet figures out how to end that little vulnerability.


16 posted on 03/31/2023 4:33:26 PM PDT by Jonty30 (It is not how many that go into Mexico that counts. It is how many that return from Mexico.)
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To: systemjim

Until it is distributed with redundancy across the internet.


17 posted on 03/31/2023 4:35:20 PM PDT by fuzzylogic (welfare state = sharing of poor moral choices among everybody)
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To: adorno

human flight is a physical impossibility.


18 posted on 03/31/2023 4:36:27 PM PDT by fuzzylogic (welfare state = sharing of poor moral choices among everybody)
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To: devane617

Can’t put the genie back in the bottle, unfortunately. I was hoping it wouldn’t get to this point for another 20 years or so after I am deep into retirement. Instead, this technology is growing so rapidly we won’t recognize this world in 5 years.


19 posted on 03/31/2023 4:49:11 PM PDT by Mozzafiato
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To: griffin
It is my understanding that AI overcomes that.

I too was a programmer/systems analyst/programming manager, and data analyst.

AI cannot overcome the idea that,it's still a human that's doing the programming,and the programming cannot exceed the ability of human, any human.

Anything smarter than a human, would have to be 'created, by something smarter than the smartest human, and to know what's smarter than a human, one would have to be super-human or god-like. We don't have that kind of intelligence here on Earth.

No artificial intelligence can think, much less out-think a human It's impossible to create anything greater than humans, even if it can do what it does faster and has access to a lot more information than a human. Thinking is way beyond what any machine can do or will ever do.
20 posted on 03/31/2023 4:57:40 PM PDT by adorno
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