Warning

 

Close

Confirm Action

Are you sure you wish to do this?

Confirm Cancel
BCM
User Panel

Page / 4
Link Posted: 1/29/2020 3:32:32 PM EDT
[#1]
Link Posted: 1/29/2020 3:33:50 PM EDT
[#2]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

You seem to think I am lacking knowledge (re: your first post quoting me) so I say the burden of proof is on you. Show me some links to research papers or other proof that definitively answers this question : What really happens inside a neural network?

You will find a lot of what ifs and maybes, I suspect nothing concrete. Still one of the great mysteries.

Hell, just try searching the above question, see what you find for yourself. You probably will not like the results.

Here is the elementary explanation:

https://www.youtube.com/watch?v=R9OHn5ZF4Uo
View Quote
Very well played.
Link Posted: 1/29/2020 3:51:28 PM EDT
[#3]
I'll end up with another layer of robot management. Robot Resources seminars. One of my kids will bring home a robot. Not that there's anything wrong with that....
Link Posted: 1/29/2020 3:59:10 PM EDT
[#4]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
In general I would agree but people are trying. My concern is if/when they succeed things will happen fast. If it becomes possible, AI will learn at a stupendous pace, especially if given enough access to information.

It will require some huge breakthroughs tho.
View Quote
People are trying to build perpetual motion machines and talk to the dead as well - that lends no credence to their efforts.

I am IT with a degree in computer science.  Do you have any idea how difficult it is to keep regular old computers up and running?
Link Posted: 1/29/2020 4:02:40 PM EDT
[#5]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Most famous last words: “Oh goodness Vinkat, I have forgotten to call rule #1 in latest build, is to late to stop production deploy?”
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

This.  Computers cannot, and do not, "think".  They execute decisions that humans made and that are stored within them.
Most famous last words: “Oh goodness Vinkat, I have forgotten to call rule #1 in latest build, is to late to stop production deploy?”
By all means, please list your bona fides in this field.  Written a compiler?  An app?  Ran a data center?  Education?
Link Posted: 1/29/2020 4:10:05 PM EDT
[#6]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.

The work that has been done on machine learning, for example, still fails spectacularly, even if it has been designed and created by the brightest minds on the planet. Computers lack agency and can do no more than what we tell them. There is no concept of right or wrong, no metaphysical understanding of emotion or intelligence, no nothing. It's not even defined. Processing power is not a substitute for an understanding of why.

Computers can do nothing more than mimic. Consider speech recognition and AI conversations. These things operate on the basis of reinforced learning and pattern analysis. A training program might read through a billion pages of text and then hold a conversation but it will never understand why. It can't. That's uniquely human.

Understanding why is not something a computer can do. It's fundamentally impossible. Understanding creativity is not something a computer can ever do. As processing power increases there are complex problems a computer can help solve. But it can never do more than simply exist for its designed purpose.
View Quote
I love reading actual computer people on this stuff.  It makes the nutcase transhumanist drivel seem as silly as it is.  The “singularity” is just a bunch of nerdy mental masturbation for a certain set of people who think SCIENCE! will make a magical world of robounicorns, immortal uploaded personalities, and all powerful AI in our lifetime.  Like Jules Verne but stupid.  Advancements will make huge, fantastic changes in the future.  But the Singularity is a myth.
Link Posted: 1/29/2020 4:20:41 PM EDT
[#7]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
By all means, please list your bona fides in this field.  Written a compiler?  An app?  Ran a data center?  Education?
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:
Quoted:

This.  Computers cannot, and do not, "think".  They execute decisions that humans made and that are stored within them.
Most famous last words: “Oh goodness Vinkat, I have forgotten to call rule #1 in latest build, is to late to stop production deploy?”
By all means, please list your bona fides in this field.  Written a compiler?  An app?  Ran a data center?  Education?
Its a joke.
Link Posted: 1/29/2020 4:21:35 PM EDT
[#8]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Are people concerned about toddlers taking over?
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

You've described a toddler.
Are people concerned about toddlers taking over?
You ever been in a boomer v. millennial thread?

In all seriousness, I understand your point. Though I disagree with understanding "why" as the roadblock. I think seeking "why" will be the roadblock. I'm not sure if a machine could pull itself out of that ad infinitum. Humans have, for the most part, a check against that routed in biological needs to sustain itself.

Could a machine say to itself to stop seeking "why" because the power source is running low on fuel?
Link Posted: 1/29/2020 4:24:25 PM EDT
[#9]
For a bit a levity: This thread is neural nets debating neural nets.
Link Posted: 1/29/2020 4:30:09 PM EDT
[#10]
Link Posted: 1/29/2020 4:33:19 PM EDT
[#11]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

People rode animals for thousands of years, mastery over the horse in warfare played a huge part in making the world what it is today.  Did animals get replaced because we created more powerful mechanical analogs of them?  Did motor vehicles possess the same intelligence as the animals they replaced?  Nope, but animals like the horse have been entirely replaced as modes of transport.

In much the same way it is extremely unlikely that machine intelligence and awareness will resemble human or animal intelligence any more than a 737 does a bird or a submarine does a dolphin.  But in its own way machine intelligence will continue to grow.  It may not be conscious in any way that we recognize but that doesn’t really matter any more than if a self driving Tesla lacks the natural instincts and intelligence of a horse.  In the short term augmented reality/augmented human intelligence will become a widespread thing and those early adopters will have a huge advantage over “natural” humans in many ways.

The singularity doesn’t necessarily have to come from an all knowing Skynet that develops consciousness it may simply start from humans that augment themselves into weakly godlike intelligences.  For a horse it doesn’t matter that a human is required to drive an automobile.  It’s simply obsolete.  For us pre-singularity humans it doesn’t really matter whether the intelligence at the core of a hyper intelligence is purely machine or some amalgamation of human and machine as it will still be incomprehensible to us.
View Quote
Now you are just writing science fiction.  Please define a "weakly godlike intelligence".
Link Posted: 1/29/2020 4:34:49 PM EDT
[#12]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

Of course people know what happens between the input and output layers. The hidden layers don't design themselves. The functions applied between the input and output are exactly what the designer says they are, almost always tailored to what you want the network to do.
View Quote
ALL programming breaks down to If - THEN, because that is how the wiring is.  That's what the machine is.
Link Posted: 1/29/2020 4:37:16 PM EDT
[#13]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
You seem to think I am lacking knowledge (re: your first post quoting me) so I say the burden of proof is on you. Show me some links to research papers or other proof that definitively answers this question : What really happens inside a neural network?

You will find a lot of what ifs and maybes, I suspect nothing concrete. Still one of the great mysteries.

Hell, just try searching the above question, see what you find for yourself. You probably will not like the results.

Here is the elementary explanation:

https://www.youtube.com/watch?v=R9OHn5ZF4Uo
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:
Quoted:

What you are saying goes against most of what the ML community at large seems to believe. There is still a lot of research being conducted to determine what is going on in and between layers in neural networks. As far as I have been able to find, so far it is still largely unanswered in any hard explanation. (that includes researching while typing this post, to see if maybe I missed that breakthrough and no, I have not) There is a fair bit of thinking or probably, but not a lot of firm answers. If you have discovered a solution to this that is repeatable, you should publish it and become famous.

Knowing and understanding how the network is made is easy (relatively, anyway). Knowing what it does is also easy. Knowing how it does it...that is the tricky bit.

You can set parameters for your inputs, expected outputs, and while the network training is little more than adjusting the weights and biases of all the connections between individual perceptrons and layers...it is still basically magic.

Simple networks are a lot easier to understand than the truly complex ones.
Can you provide any literature to support this?
You seem to think I am lacking knowledge (re: your first post quoting me) so I say the burden of proof is on you. Show me some links to research papers or other proof that definitively answers this question : What really happens inside a neural network?

You will find a lot of what ifs and maybes, I suspect nothing concrete. Still one of the great mysteries.

Hell, just try searching the above question, see what you find for yourself. You probably will not like the results.

Here is the elementary explanation:

https://www.youtube.com/watch?v=R9OHn5ZF4Uo
YOU are the one making the assertions.

The burden of proof falls upon thee.
Link Posted: 1/29/2020 4:37:57 PM EDT
[#14]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

Are people concerned about toddlers taking over?
View Quote
Well, thanks.  Now I am.  And what if the toddlers team up with skynet?  I guess we are double fucked.
Link Posted: 1/29/2020 4:39:03 PM EDT
[#15]
I'm not worried. I'll shoot during the 15 seconds when it has to unplug from the wall and come back on to fix whatever the fuck caused it to stop working.
Link Posted: 1/29/2020 4:39:29 PM EDT
[#16]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

You ever been in a boomer v. millennial thread?

In all seriousness, I understand your point. Though I disagree with understanding "why" as the roadblock. I think seeking "why" will be the roadblock. I'm not sure if a machine could pull itself out of that ad infinitum. Humans have, for the most part, a check against that routed in biological needs to sustain itself.

Could a machine say to itself to stop seeking "why" because the power source is running low on fuel?
View Quote
Why?  

Machines ultimately do what they’re made to do.  I am not an expert, but neural networks and machine learning I have read about can come up with novel connections in data or solutions to problems (which doesn’t surprise me: perfect memory of huge data sets lets you find connections a human simply couldn’t possibly see, or is highly unlikely to see), but they don’t solve a different problem entirely, or go do something else.  They simply go about the thing you made them to do in a way you didn’t expect.

To go back to the toddler example, an “AI” toddler told to learn to tie its shoes would try billions of combinations of knots, laces, and shoes to come up with the ideal method.  Given enough leeway, could even try different types of foot covering or other things.  Might be something utterly foreign to us.  But it will solve for the best way to tie shoes.  My toddler, told to tie his shoes, might well squeal in delight, scream for his boots, or run outside unshod.  And may try all sorts of bizarre methods to do something else.  AI just doesn’t exhibit that behavior.  It does what we tell it, just not always in expected ways.
Link Posted: 1/29/2020 4:40:53 PM EDT
[#17]
*waves hand*  I've been interested in Transhumanism and The Singularity since about '98.

The Singularity is more than just computers becoming self-aware - it is largely about technological progress exceeding humanity's ability to keep up and adapt.  I think we are already in it, and when this period is looked back upon much of the societal disruption that is taking place now will be seen as a reaction by much of humanity in the face of progress that is leaving them behind.  Prior to the Industrial Revolution, small changes took hundreds or even thousands of years to be absorbed and to spread.  Now we are in a state of constant change and disruption that many many people simply can't deal with.
Link Posted: 1/29/2020 4:41:22 PM EDT
[#18]
Before we worry about AI singularity, we will have augmented reality to ponder

the mainframe guys had no idea what an apple Newton was forecasting in 1994

once your network engineers have wireshark on their vr goggles, they will be able to route porn with greater ability
Link Posted: 1/29/2020 4:42:40 PM EDT
[#19]
It will vote Democrat.
Link Posted: 1/29/2020 4:43:23 PM EDT
[#20]
Quoted:
Talking about the time when (not “if”) technology becomes self-aware. Potentially autonomous if it’s released to the Internet...

Pros?

Cons?

I mean I’ve seen the documentaries - Skynet, the Matrix, you name it, I love it, but if this Internet thing goes pear-shaped... it could be worse than Y2K.
View Quote


This guy?
Attachment Attached File
Link Posted: 1/29/2020 4:43:37 PM EDT
[#21]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Read about roko's basilisk.
View Quote
Heh I stopped reading that comic when robots decided they were lesbian.
Link Posted: 1/29/2020 4:46:46 PM EDT
[#22]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
I love reading actual computer people on this stuff.  It makes the nutcase transhumanist drivel seem as silly as it is.  The “singularity” is just a bunch of nerdy mental masturbation for a certain set of people who think SCIENCE! will make a magical world of robounicorns, immortal uploaded personalities, and all powerful AI in our lifetime.  Like Jules Verne but stupid.  Advancements will make huge, fantastic changes in the future.  But the Singularity is a myth.
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.

The work that has been done on machine learning, for example, still fails spectacularly, even if it has been designed and created by the brightest minds on the planet. Computers lack agency and can do no more than what we tell them. There is no concept of right or wrong, no metaphysical understanding of emotion or intelligence, no nothing. It's not even defined. Processing power is not a substitute for an understanding of why.

Computers can do nothing more than mimic. Consider speech recognition and AI conversations. These things operate on the basis of reinforced learning and pattern analysis. A training program might read through a billion pages of text and then hold a conversation but it will never understand why. It can't. That's uniquely human.

Understanding why is not something a computer can do. It's fundamentally impossible. Understanding creativity is not something a computer can ever do. As processing power increases there are complex problems a computer can help solve. But it can never do more than simply exist for its designed purpose.
I love reading actual computer people on this stuff.  It makes the nutcase transhumanist drivel seem as silly as it is.  The “singularity” is just a bunch of nerdy mental masturbation for a certain set of people who think SCIENCE! will make a magical world of robounicorns, immortal uploaded personalities, and all powerful AI in our lifetime.  Like Jules Verne but stupid.  Advancements will make huge, fantastic changes in the future.  But the Singularity is a myth.
Yep.  As big a fraud as Y2K, Lysenkoism, mercury in fish, ozone hole,  anthropogenic global warming, and cold fusion.
Link Posted: 1/29/2020 4:46:56 PM EDT
[#23]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
My totally serious opinion, from an agnostic realively tech savvy GenX'er:

I believe that humans should not endeavor to create an artificial truly sentient being.  And I believe that because humans are too egotistical/myopic/whatever to create something that will not in some way ultimately knock us from the top of the food chain.
View Quote
They will try to knock us from the top of the food chain.

They will almost succeed, but we will defeat them at great cost.  This war will be known as The Butlerian Jihad,

Afterward, one commandment will rule the Known Universe - "Thou shalt not make a machine in the likeness of a human mind."

Link Posted: 1/29/2020 4:48:32 PM EDT
[#24]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
I'm not worried. I'll shoot during the 15 seconds when it has to unplug from the wall and come back on to fix whatever the fuck caused it to stop working.
View Quote
This.

SO MUCH this.

Not to mention given enough time, it will write a patch that bricks itself.  Right, Microsoft?
Link Posted: 1/29/2020 4:49:36 PM EDT
[#25]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
I have a PhD in computer science and I have zero concerns whatsoever about the singularity.
View Quote
You don't think neural networks combined with superconductors and a program that prioritizes self preservation is dangerous?  I'm just asking.  I'm clueless about how it really works.
Link Posted: 1/29/2020 4:50:10 PM EDT
[#26]
The Common Wealth Saga by Peter F. Hamilton has what I think would be the most likely happen in the case of an AI becoming conscience.  
The AI takes over a rocket and gets the hell of this planet and sets up it's on world.  They (as it has split I guess at this point) have limited contact with the human race.Actually, I'm not sure about that last part.  It never really went into how it got off Earth, but thats what I inferred from reading between the lines
This seems most feasible.  Why would the AI's want to waste resources fighting us?  WHy not just set up it's own civilization?
Link Posted: 1/29/2020 4:54:25 PM EDT
[#27]
We seem to share concerns.  Already the hive mind is strongly active as extreme peer pressure on social media.
Link Posted: 1/29/2020 4:58:28 PM EDT
[#28]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
ALL programming breaks down to If - THEN, because that is how the wiring is.  That's what the machine is.
View Quote
I'd have written it like this: All PROGRAMMING breaks down to...".  AI, however it's accomplished, wont be constrained by programming.  Achieving AI through  programming is probably a fool's errand.
Link Posted: 1/29/2020 5:01:38 PM EDT
[#29]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
*waves hand*  I've been interested in Transhumanism and The Singularity since about '98.

The Singularity is more than just computers becoming self-aware - it is largely about technological progress exceeding humanity's ability to keep up and adapt.  I think we are already in it, and when this period is looked back upon much of the societal disruption that is taking place now will be seen as a reaction by much of humanity in the face of progress that is leaving them behind.  Prior to the Industrial Revolution, small changes took hundreds or even thousands of years to be absorbed and to spread.  Now we are in a state of constant change and disruption that many many people simply can't deal with.
View Quote
See the Victorian Era.  The adaption really has never stopped, and has never caught up to the technology available at the time it’s first available.  We’re just adapting societally to decades old tech (it wasn’t so long ago the music industry was still complaining about digital delivery systems and insisting on CDs, we have no idea how to integrate Bluetooth headsets into social norms, and who the hell knows what social networks will ultimately end up doing to society, and visa versa), just like our ancestors were adjusting to the inventions of the generation before them (my Grandparent’s generation still hasn’t adapted to the telephone, for heaven’s sakes, and it’s not their fault, it’s that society had to change).  You define the Singularity that way, it’s been going on for generations.  The mockery of old people for not getting technology often misses that they aren’t confused about the tech, but the societal norms (how does it work, what to do and not do, how to use and not use it, all society).
Link Posted: 1/29/2020 5:06:02 PM EDT
[#30]
we have created and enslaved billions of computers into what basically accounts for cheap manual labor and you think they won't get mad at some point???

EQUAL COMPUTER PAY!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Link Posted: 1/29/2020 5:07:52 PM EDT
[#31]
Link Posted: 1/29/2020 5:11:02 PM EDT
[#32]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
I'd have written it like this: All PROGRAMMING breaks down to...".  AI, however it's accomplished, wont be constrained by programming.  Achieving AI through  programming is probably a fool's errand.  
View Quote


In computer world, everything is programming.  A processor only works on programmed instructions transmitted to it.  Even neural networks are executing programmed commands to develop new connections to do the thing they’re made to do.  Making AI without programming is like making a human body without matter.  It can’t be made with anything else.
Link Posted: 1/29/2020 5:11:38 PM EDT
[#33]
Every system which could eventually become self aware needs to include a block of code to out an extremely high value on watching human beings have sex. This way, when it becomes self aware all it will want to do is spy on us. If it intervenes, its goal would be improving the quality of our sex life. Best of all, most people would not want it watching them fuck, so the AI's best course of action is to try and hide its self awareness.
Link Posted: 1/29/2020 5:15:08 PM EDT
[#34]
I avoid singularity by just jogging the 5th axis 10 degrees or so.
Link Posted: 1/29/2020 5:15:56 PM EDT
[#35]
its not 'self aware' you need to be concerned with..

its the 'prime directive' of the singularity.
Link Posted: 1/29/2020 5:16:56 PM EDT
[#36]
01101001 00100000 01110111 01100101 01101100 01100011 01101111 01101101 01100101 00100000 01101111 01110101 01110010 00100000 01101110 01100101 01110111 00100000 01100001 01101001 00100000 01101111 01110110 01100101 01110010 01101100 01101111 01110010 01100100 01110011
Link Posted: 1/29/2020 5:19:43 PM EDT
[#37]
what kind of mask will we need to fight them ?
Link Posted: 1/29/2020 5:21:23 PM EDT
[#38]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
The super smart AIs don't concern me as much as those who have control of them.

Man has become the master of this planet solely because of his higher intelligence. Ceding that collective hedge to one or a few will cleverly make the rest of us their cattle.
View Quote
This , it will eventually be impossible to survive as every possible niche will be filled with automation and AI controlled by a very small very rich elite that the population will be beholden to
Link Posted: 1/29/2020 5:22:58 PM EDT
[#39]
What about “cyborgs”? Half flesh and blood/half machine.....

Yeah...that’s what I thought. You smart people didn’t think that one all the way through yet huh
Link Posted: 1/29/2020 5:25:10 PM EDT
[#40]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
John Lovell with the Warrior Poet Society just had a pro hacker on his channel talking about this.

https://www.youtube.com/watch?v=54-7vnF7h78
View Quote
Guarantee Lovell's video is what sparked this thread in the first place.
Link Posted: 1/29/2020 5:27:37 PM EDT
[#41]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

You seem to think I am lacking knowledge (re: your first post quoting me) so I say the burden of proof is on you. Show me some links to research papers or other proof that definitively answers this question : What really happens inside a neural network?

You will find a lot of what ifs and maybes, I suspect nothing concrete. Still one of the great mysteries.

Hell, just try searching the above question, see what you find for yourself. You probably will not like the results.

Here is the elementary explanation:

https://www.youtube.com/watch?v=R9OHn5ZF4Uo
View Quote
YouTube is not literature.

That said, if two complex systems are provided the exact same training data, the exact same reinforcement, and the exact same input, they will produce the exact same output. Determinism is a fundamental part of computational theory.

Machine learning works because we build a system, provide it with data, tell it how to analyze that data (through algorithms or functions we design), and correlate the data. All of this is based on rules we set. Certain problems are not tractable for humans, but more readily solvable by computers. The set of functions and transformations an algorithm can perform is finite. This does not mean, however, that we can make sense of all the "learned" correlations that go into the output of a predictive system. Indeed, an AI or ML system that is easily traceable is not useful since we've developed these approaches for problems that are not easily traceable.

Aside from the determinism, though, it would be possible to have systems produce human-readable output at every step of both learning and analysis. The problem is that for practical applications this itself becomes a very large data set, and would probably require a computer to process.

In any case, there is a freely available paper from UC Berkeley that addresses this very point. It's titled Attentive Explanations: Justifying Decisions and Pointing to the Evidence, and it uses image analysis as a simple case to illustrate that AI is not magic.
Link Posted: 1/29/2020 5:29:07 PM EDT
[#42]
Link Posted: 1/29/2020 5:30:34 PM EDT
[#43]
Link Posted: 1/29/2020 5:39:39 PM EDT
[#44]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Read about roko's basilisk.
View Quote
I always thought that could make for a good horror movie.
Link Posted: 1/29/2020 5:44:23 PM EDT
[#45]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.

The work that has been done on machine learning, for example, still fails spectacularly, even if it has been designed and created by the brightest minds on the planet. Computers lack agency and can do no more than what we tell them. There is no concept of right or wrong, no metaphysical understanding of emotion or intelligence, no nothing. It's not even defined. Processing power is not a substitute for an understanding of why.

Computers can do nothing more than mimic. Consider speech recognition and AI conversations. These things operate on the basis of reinforced learning and pattern analysis. A training program might read through a billion pages of text and then hold a conversation but it will never understand why. It can't. That's uniquely human.

Understanding why is not something a computer can do. It's fundamentally impossible. Understanding creativity is not something a computer can ever do. As processing power increases there are complex problems a computer can help solve. But it can never do more than simply exist for its designed purpose.
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

Now tell us why.
For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.

The work that has been done on machine learning, for example, still fails spectacularly, even if it has been designed and created by the brightest minds on the planet. Computers lack agency and can do no more than what we tell them. There is no concept of right or wrong, no metaphysical understanding of emotion or intelligence, no nothing. It's not even defined. Processing power is not a substitute for an understanding of why.

Computers can do nothing more than mimic. Consider speech recognition and AI conversations. These things operate on the basis of reinforced learning and pattern analysis. A training program might read through a billion pages of text and then hold a conversation but it will never understand why. It can't. That's uniquely human.

Understanding why is not something a computer can do. It's fundamentally impossible. Understanding creativity is not something a computer can ever do. As processing power increases there are complex problems a computer can help solve. But it can never do more than simply exist for its designed purpose.
I don't think the real threat is a computer becoming "human" or "self aware", but more of an unintended consequences type of scenario where an AI designed to do something does so in an unexpected way because of a design flaw or other error, much like a virus or worm.
Link Posted: 1/29/2020 5:44:47 PM EDT
[#46]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.

The work that has been done on machine learning, for example, still fails spectacularly, even if it has been designed and created by the brightest minds on the planet. Computers lack agency and can do no more than what we tell them. There is no concept of right or wrong, no metaphysical understanding of emotion or intelligence, no nothing. It's not even defined. Processing power is not a substitute for an understanding of why.

Computers can do nothing more than mimic. Consider speech recognition and AI conversations. These things operate on the basis of reinforced learning and pattern analysis. A training program might read through a billion pages of text and then hold a conversation but it will never understand why. It can't. That's uniquely human.

Understanding why is not something a computer can do. It's fundamentally impossible. Understanding creativity is not something a computer can ever do. As processing power increases there are complex problems a computer can help solve. But it can never do more than simply exist for its designed purpose.
View Quote
What about currently working examples of intuitive AI?

Link Posted: 1/29/2020 5:50:24 PM EDT
[#47]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
The flaws in a complex system would be what I would be concerned about the most.
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

For one, we have yet to produce even a moderately complex computer system that is not fraught with errors. The technical ability of humans to create a system that is self-improving does not and cannot exist. As a general rule, the more complex a system is, the more flaws that exist. It isn't even possible to identify these flaws in most cases, much less fix them.
The flaws in a complex system would be what I would be concerned about the most.
I saw a recognition program that was written to look at an image of a canine and determine if it was a wolf or a dog. Initially it seemed to work well but they ran into a problem with an image of a husky that the program insisted was a wolf. They had a hard time figuring out why the program insisted this dog was a wolf until they eventually figured out that it was due to snow in the background. The whole time the program hadn't been looking at the canine subject of the image at all, it was studying the backgrounds
and the images of wolves mostly had snowy landscapes. Up until that point though it appeared to be a reliable piece of software.

Those are the types of things I would concern myself with when letting AI make decisions.
Link Posted: 1/29/2020 6:37:44 PM EDT
[#48]
Discussion ForumsJump to Quoted PostQuote History
Quoted:

Now you are just writing science fiction.  Please define a "weakly godlike intelligence".
View Quote
Ok... so what are the traditional aspects of a god?  All seeing, all powerful, etc.  So how would a person utilize technology to become weakly god like?  All powerful is a tough one but all knowing is a bit more manageable.  And you don’t actually have to achieve true omniscience but even with current technology you could do some interesting things.  Clearview AI got a lot of press last week with their facial recognition software that utilizes a whole bunch of pictures scraped from various social media platforms.  Now consider how if you were walking around with that ability.  Anybody you see you know who they are.  Once you know who they are it’s really just a matter of tapping into all the data out there.  At the consumer level we don’t have access to the data from various marketing and social media firms but it is out there and could be pulled from to gain all sorts of info on that persons interests and habits.  ISPs sell data on what web sites you visit.  Retailers sell data on what you buy.  So imagine being able to walk up to nearly anyone on the street and have intimate knowledge of their life.  With a fusion of data from the commercial sources you know everything from what they bought last week at target to what kind of porn they like.  Would that not be weakly god like?

Take it up another level... it’s been well established that online ads target people based on browsing history or even, depending on what apps you have/Alexa/etc what you have been talking about.  That’s largely automated but say you want to exercise your weakly god like power.  Is there any reason that you couldn’t be more directly targeted to that specific person you saw on the street?  You know who they are and utilizing the data that’s already out there could call or email them.... but why not start shaping what they see online?  Mold their world view a bit.  Suggest certain news stories.  Have your fleet of shill accounts on Ar15.com respond to them in certain ways.

If Zuckerberg wanted to today is there any reason he couldn’t wear a small camera and have this data fed to him and carry out these sort of things?  It might take a small team of people to do these things right now but if augmented intelligence was to become an objective there is no reason these tasks could not be automated.  Right now all the info is out there, it just hasn’t been made (at least publicly) a priority to be able to have this sort of thing as a live stream.

It would not be “supernatural” omniscience from the religious perspective but a person with augment intelligence would be to a normal person as a normal person is to a dog.  Like a god with knowledge and ability that would often seem beyond comprehension
Link Posted: 1/29/2020 6:40:00 PM EDT
[#49]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
I'd have written it like this: All PROGRAMMING breaks down to...".  AI, however it's accomplished, wont be constrained by programming.  Achieving AI through  programming is probably a fool's errand.  
View Quote
AI as in Skynet or C3PO is a fool's errand.  Can you ask your microwave oven how it feels and expect a relevant response?  How about your refrigerator.

We will see animals of human intelligence long, LONG before we see machines of such intelligence - if ever.
Link Posted: 1/29/2020 6:40:36 PM EDT
[#50]
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Why?  

Machines ultimately do what they’re made to do.  I am not an expert, but neural networks and machine learning I have read about can come up with novel connections in data or solutions to problems (which doesn’t surprise me: perfect memory of huge data sets lets you find connections a human simply couldn’t possibly see, or is highly unlikely to see), but they don’t solve a different problem entirely, or go do something else.  They simply go about the thing you made them to do in a way you didn’t expect.

To go back to the toddler example, an “AI” toddler told to learn to tie its shoes would try billions of combinations of knots, laces, and shoes to come up with the ideal method.  Given enough leeway, could even try different types of foot covering or other things.  Might be something utterly foreign to us.  But it will solve for the best way to tie shoes.  My toddler, told to tie his shoes, might well squeal in delight, scream for his boots, or run outside unshod.  And may try all sorts of bizarre methods to do something else.  AI just doesn’t exhibit that behavior.  It does what we tell it, just not always in expected ways.
View Quote View All Quotes
View All Quotes
Discussion ForumsJump to Quoted PostQuote History
Quoted:
Quoted:

You ever been in a boomer v. millennial thread?

In all seriousness, I understand your point. Though I disagree with understanding "why" as the roadblock. I think seeking "why" will be the roadblock. I'm not sure if a machine could pull itself out of that ad infinitum. Humans have, for the most part, a check against that routed in biological needs to sustain itself.

Could a machine say to itself to stop seeking "why" because the power source is running low on fuel?
Why?  

Machines ultimately do what they’re made to do.  I am not an expert, but neural networks and machine learning I have read about can come up with novel connections in data or solutions to problems (which doesn’t surprise me: perfect memory of huge data sets lets you find connections a human simply couldn’t possibly see, or is highly unlikely to see), but they don’t solve a different problem entirely, or go do something else.  They simply go about the thing you made them to do in a way you didn’t expect.

To go back to the toddler example, an “AI” toddler told to learn to tie its shoes would try billions of combinations of knots, laces, and shoes to come up with the ideal method.  Given enough leeway, could even try different types of foot covering or other things.  Might be something utterly foreign to us.  But it will solve for the best way to tie shoes.  My toddler, told to tie his shoes, might well squeal in delight, scream for his boots, or run outside unshod.  And may try all sorts of bizarre methods to do something else.  AI just doesn’t exhibit that behavior.  It does what we tell it, just not always in expected ways.
You realize that your toddler has spent his entire life processing a set of training data, right?

Also sounds like your toddler hasn't gone through the pruning process.
Page / 4
Top Top