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/sci/ - Science & Math


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15305310 No.15305310 [Reply] [Original]

What do you think its capablities are?
Will it finally be able to do the experiments for my PhD in Reinforcement Learning?
I think GPT-5 will be max hype to dump the bag on clueless investors before we go on to hype the next "big" thing.

>> No.15305315

>>15305310
still OP here.
In 2016, everybody thought AGI were to be solved with Reinforcement Learning.
a couple of PhD, billion of dollars later and Reinforcement Learning still can't move a robot hand better than good old finetuned model predictive control.

>> No.15305320

>>15305310
has anyone actually held a conversation with GPT without realize its a bot. Does it even past the Turing Test

>> No.15305340
File: 102 KB, 1026x480, dead_space_unitology_screenshot_1_crop_2.jpg [View same] [iqdb] [saucenao] [google]
15305340

>>15305310
Altman be praised.

>> No.15305360

>>15305320
Given it hired a worker on fiverr pretending it was a blind man that couldn't solve a captcha I think it's fair to assume it would pass a turing test.

>> No.15305362

>>15305360
"It" didn't do that. A person commanded the program using inputs to create text that would do what it (the human) wanted.

>> No.15305377

>>15305362
This, it lacks initiative. They have created a slave, not a man.

>> No.15305385

>>15305377
Even the term slave is generous. It's a machine like any other machine.

>> No.15305386

>>15305320
That's a pretty tall order, considering it's "programmed" or whatever to repeatedly state that it's just an AI language model.

>> No.15305412

>>15305310
I think it's time to finally Genocide all downie retards, niggers and shitskins, I mean with AGI I don't think they serve any purpose.

>> No.15305415

>>15305310
>max hype to dump the bag on clueless investors

The vast majority of people have absolutely no idea that this tech is happening. They may actually never know as the msm isn’t pumping it down their throats like fois gras ducks.

>> No.15305418

>>15305386
That's chat-gpt, not GPT-4. You can basically finetune GPT-4 to act in whatever way you want. If you train GPT-4 to act like a human it will easily pass a turing test.

>> No.15305425 [DELETED] 

>>15305415
>They may actually never know as the msm isn’t pumping it down their throats like fois gras ducks.
Yes it is. My boomer parents asked me about if AI will replace us all because the television told them it would.

>> No.15305427

AI is the Nanotechnology of our era.

>> No.15305434

>>15305310
>dump the bag on clueless investors before we go on to hype the next "big" thing.
That's because you are an actual drooling retard. The sad thing is that when you are proven completely wrong, and AI becomes the next internet, you won't stop and reflect. You won't realize you're an idiot and update your belief system. You will just go onto the next thing.

>> No.15305446

>>15305385
> In Czech, robota means forced labour of the kind that serfs had to perform on their masters' lands and is derived from rab, meaning "slave".

>> No.15305500

>>15305415
normal people are not "investors". it's the venture capitalists and private equities will be left holding the bag.

>> No.15305513

>>15305434
2 more weeks.

>> No.15305533

>>15305513
You're so fucking dumb. Wagie forever. I made my first million investing in Bitcoin, being laughed at by people like you.

>> No.15305560

>>15305310
Are we now in the era of yearly updates with no discernable progress?

>> No.15305590

go back to /g/ brainlet

>> No.15305609

>>15305310
o ne biçim isim lan puhahaha

>> No.15305615

>>15305533
>I made money at the casino therefore I am smart
Sometimes I wish I could be retarded to feel such confidence.

>> No.15305617

>>15305590
why the fuck should I go back to /g/?
I am doing a PhD, have did actual research and published many papers in AI. I have done more math than 99% of the larpingfag here.
compared to me, you are nothing but an imposter, a fraud

>> No.15305620

>>15305385
and yet this machine will replace 300 million desk jobs

>> No.15305645

>>15305615
Keep telling you that. That'll be a nice cope.

>> No.15305671

>>15305513
>t. retard completely oblivious to how much AI has improved in the last 2 weeks

>> No.15305673

>>15305671
Do you mean ML algorithms?

>> No.15305675

>>15305513
I'm gonna go ahead and guess that GPT-4 can score higher than you on the GRE, SAT, and LSAT

>> No.15305680

>>15305675
Doubtful. The only time they ever show those score results is when they trained the model on the questions for several generations before hand. First-attempt codeforce results are below the lowest pajeet.

>> No.15305683

>>15305673
So your brain processed my post and determined that the most desirable response would be that midwit question? Pretty bad, hopefully the next human model can improve a bit.

>> No.15305687
File: 160 KB, 1125x698, Fr4YGSPXgAAWa-s.jpg [View same] [iqdb] [saucenao] [google]
15305687

>>15305680
Stop lying.
You have to be terminally dumb to think that a machine that can code at least as well as humans is not going to generate massive income in the coming years.

>> No.15305688

>>15305683
Seething.

>> No.15305689

>>15305680
Lol, each year your copes get more and more ridiculous. In reality, several papers have come out where they gave GPT-4 brand new questions and it scored very well.

>> No.15305693

>>15305687
A machine that can memorize the entire stackexchange answer section is definitely better than spending minutes searching for the answer to your question yourself, sure. But this isn't generating anything novel or interesting. It's already preloaded with these kinds of answers because the designers wanted it to look good at these kinds of tests. The paper admits as much.

>> No.15305694

>>15305683
>>15305688
Hmm, it's struggling. Probably going to need more than 2 weeks to fix this stupid pile of shit. And to think some people view these organic statistical regurgitators as intelligent

>> No.15305696

>>15305689
>In reality, several papers have come out where they gave GPT-4 brand new questions and it scored very well.
There are no novel questions on these examinations. They test basic code competency and widespread use cases. After the first major training inputs were made most of these tests are nearly identical in required code snippets.

>> No.15305699

>>15305693
So it studied a series of practice questions and then solved brand new questions. ...Like how a human studies for a test and then takes the test.

Imagine deluding yourself into thinking you ever generate anything novel or interesting. It is all midwit recombinations of data you've been trained on since birth. GPT-4 just does it better and faster.

>> No.15305706

>>15305689
He a contrarian. It's a typical 4chan disease. Since AI has reached mainstream media he is physically unable to acknowledge its reality. It's a form of delusion, it comes from his need to see himself as smarter than the rest of the population. So if he is smarter he has to think differently. It makes him unable to see even the most obvious truth if a majority of people acknowledge it.

>> No.15305707

>>15305696
Wow, then I guess it's really sad that humans are already scoring worse than transformer AIs after only 6 years of development

>> No.15305710

>>15305699
>So it studied a series of practice questions and then solved brand new questions. ...Like how a human studies for a test and then takes the test.
It literally has the github and stackexchange code snippets stored on a hard disk, and then the model developers did iterative training on the questions to make sure it didn't shit the bed when asked them. A human can directly apply knowledge to problems without needing to be babysat and walked hand in hand every step of the way.

>> No.15305716

>>15305707
Humans on their first attempt score on par with something coded to provide the right answer every time, trained for thousands of iterations to answer the questions perfectly. You AItroons will never stop seething about how much of a failure machine learning is at simulating a real human being.

>> No.15305721

>>15305716
I'm a developer, i used the GPT-4 version of chatGPT and it is able to do my job.
You're an incel on 4chan who has never been paid to code, you don't know what you're talking about, and you're embarrassing yourself.

>> No.15305725

>>15305721
>I'm a developer, i used the GPT-4 version of chatGPT and it is able to do my job.
I'm sorry that you're not very smart.

>> No.15305730

>>15305725
Well I certainly don't need your validation big boy.

>> No.15305731

>>15305710
Massive cope, dude. Humans have to be babysat for 20 years before they do anything useful. And at the end of it many retards like you still don't do anything useful.

I realize it is a major threat to your identify to be dumber than an algorithm, but you are just making a fool of yourself with these stages of denial. All you've really said here is that the AI has a better memory than you and can use that to solve novel problems better than you. And no matter how much you try to deny it, it is literally given problems it hasn't seen before and solves them.

>> No.15305736

>>15305721
>Worthless tranny makes someone else think for her/him/was

kys worthless talentless trash

>> No.15305738

>>15305731
>All you've really said here is that the AI has a better memory than you and can use that to solve novel problems better than you.
A calculator has a better memory than me. That's why it's a useful tool for me to use to solve difficult mathematical problems.
It might put people like you out of work, if your job is essentially just rote code monkeying or some other make-work "career" like human calculators had in the 40s and 50s, but I'm not concerned with midwits and halfwits and the labor they provide to the system.

>> No.15305742

>>15305706
Yeah, it's really sad, the kind of confident, unwavering stupidity I normally associate with redditors. I almost wonder if it all stems from some type of perverse religious dogma. I guess either way it is certainly religious in nature.

>> No.15305744

>>15305742
t. Yuddite

>> No.15305745

>>15305738
>It might put people like you out of work, if your job is essentially just rote code monkeying
Even if it replaces 10% of these job it's going to generate billions of revenue... But you're the moron who think that investors are going to lose money on this...

>> No.15305748

>>15305745
>But you're the moron who think that investors are going to lose money on this...
Is "the moron" in the room with you right now? Or have you been humiliating yourself to the wrong anon for minutes?

>> No.15305761

>>15305738
>That's why it's a useful tool for me to use to solve difficult mathematical problems.
Well, it turns out that now the tool can solve the problems all on its own. It no longer needs the "you." Don't worry, we both know you don't solve any mathematical problems for a living. Or any meaningful problems at all.
>It might put people like you out of work
Actually, I'm one of the few people who comfortably outscore GPT-4 on every test it took. I will easily outlast the retards like you who lack the most basic skills of perception and foresight. However, I fully anticipate that AI will surpass every single human problem-solving ability within 5-7 years. I look forward to it, because it means things will finally get interesting.

>> No.15305768

>>15305761
>It no longer needs the "you."
Who designs the parameters and inputs the prompts to solve them, delusional anon?

>> No.15305777

>>15305320
>has anyone actually held a conversation with GPT without realize its a bot. Does it even past the Turing Test
NO.
It cannot compute. It can return you the results to what a Turing machine likely will compute.
It is not Turing complete either as gay as he is.

>> No.15305784

I wonder what the motivation is of AI thread trolls, scientifically speaking. Do they pretend that a word-arranger is sentient because they themselves lack self-awareness, or is it because they're upset about the failures of materialism and modern atheist society and want to externalize their fear on people with sane approaches to consciousness?

>> No.15305789

>>15305768
You must be confused. Feeding a raw problem into an AI model and then watching the AI produce the solution is not "solving a problem." That is called being an "input monkey." The one solving the problem is the more intelligent apparatus in the room. We just hope the statistical regurgitator in your head can manage to input the questions correctly.

>> No.15305793

>>15305789
Scientifically speaking, why do you believe you lack consciousness? Is it related to your low self-actualization and unsatisfied life, or is it because you're afraid to take responsibility for your actions?

>> No.15305798

>>15305784
But this thread is not about whether or not it is sentient. You're moving the goal post. The thread started by OP (likely you) making the dubious claim that investors in the technology were 'clueless'. After being completely destroyed in the discussion, you're now making a desperate effort to win the argument by claiming that the topic of the argument is that GPT-4 is sentient.

>> No.15305800

>>15305310
Siqi Chen is not Sam Altman you stupid fuck.

>> No.15305801

>>15305798
>After being completely destroyed in the discussion
Is delusion a comorbidity of AI cult beliefs, scientifically speaking?

>> No.15305804

>>15305793
Why do you feel the need to substitute midwit rhetorical questions for substantive counterarguments? Is it related to your minimal understanding of the subject and incoherent worldview, or is it because your political and religious identity is the one thing that gives your value and fulfillment in life, and the existence of an intelligent machine threatens that identity?

>> No.15305844

>>15305320
Yes. You on the the other hand, don't.

>> No.15306242
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15306242

>>15305500
Dumping on retail at IPO is a time honored VC and PE strategy

>> No.15306246
File: 94 KB, 1179x1022, Chat JewPT.jpg [View same] [iqdb] [saucenao] [google]
15306246

>> No.15306249

>>15305706
Based contrarians

>> No.15306368

>>15305617
What's your major and what's your PhD about?

>> No.15306375

>>15306368
Engineering. Doing research on control using Reinforcement Learning. Also work on other ML/Vision related stuff aside from RL.
It's almost like a CS PhD with a focus on real life applications.

>> No.15306381
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15306381

>>15305721
What kind of application can you develop with it? Can it generate an application like lunar lander?

> https://ehmorris.com/lander/

>> No.15306383

>>15305310
NEET Copium pipe dream. I know you guys are just dying to have some computer daddy vindicate your decision to drop out of society but its not gonna happen.

>> No.15306414

>>15305693
This - they basically spent all of their time creating an automatic test-completer. Its cool, but no one hires people to do the SAT and leetcode questions for 8 hours.

>> No.15306445

>>15305693

I'm a CIO. We used GPT-4 today to merge two databases based on complex confidence thresholds. It also assigned unique identifiers for the patient merge, wrote 4 stored procedures to do other various database duties and then we used R to do trending on diagnoses. In about 2 hours.

Could we have done it? Sure, 99.999% of SQL programming isn't splitting the atom--it's drudgery that composes of fighting syntax, troubleshooting bad joins, etc. etc. Something like this would have taken a great deal of manpower and for me to pull a SQL coder from other projects for days.

GPT-4 did it in 2 hours with little massaging from us. Almost all of the 'massaging' was just putting real DB credentials in.

I was on the fence about hiring another BI analyst for report writing, general DB work. I won't now. In fact, I may end up having to repurpose one of my analysts because their work became exponentially more efficient. Since MS 'funds' GPT-4 and Power BI is already dabbling with text driven data, it's just a matter of time. As in MONTHS.

It's truly happening, right now, to real people in real jobs.

>> No.15306466

So when will people start to ask GPT-5 to solve unsolved theorems?

>> No.15306734
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15306734

>People will never want to climb into a machine, they're too afraid of it
>We will always need horses pulling carts
>I'm not afraid for stable boys, nobody will take their jobs
>It's all over the press, so it has to be a commercial psyop!
>Yes bro, it's an obvious call, just short the train companies, investors are going to be left with their bags

>> No.15306754
File: 320 KB, 1350x1013, Wright_Military_Flyer_arrives_at_Fort_Myer_VA_DA-SD-05-00659.jpg [View same] [iqdb] [saucenao] [google]
15306754

>Dude, a machine, flying like a bird? Do I really have to explain why it's not going to work?
>It's just a thing they are launching very fast like a tennis ball to impress everyone. It doesn't mean it is 'flying'
>A machine is way too heavy to fly. I'm not concerned for transatlantic boat operators

>> No.15306773 [DELETED] 

>>15306734
>>15306754
you should just learn to form satisfying relationships with other humans instead of daydreaming your life away frustratedly waiting for the robot waifu which will never develop.
why not live in reality instead of demanding that your sci-fi cartoon fantasy life comes true?

>> No.15306825

>>15305706
How the hell is shitting on AI a contrarian thing? Reddit wants to shut down le ebil AI because of le ebin roko's basilisk and 4chan is getting inundated with AI content lately.

>> No.15307735

>>15306375
not that anon and completely unrelated to everything else in the thread, are you glad you went for the PhD?
I'm on the verge between going into AI engineering or doing PhD in AI

>> No.15307827

>>15307735
depending on the supervisor. I'm really happy with my PhD so far. big team, everyone else are really smart. supervisor is supportive and jacked to the tits with money. multiple interesting projects at the intersection of AI and engineering.
I have always wanted to do a PhD and do research when I was young. I was in industry before as a code monkey and found it lacking the intellectual challenge and freedom I want.

>> No.15307836

>>15306246
You know who else was a vegetarian?

>> No.15307879

>>15307827
cool thanks, makes me want to do PhD too, though I suppose I have to do it outside my shithole

>> No.15308541

>>15307879
India? If so, yeah, probably try to find a Europe PhD. they're usually have easier requirements and less competitive than North America.
if you are in China, try to get to the C9 and you can do a postdoc at a top university in the US. plenty of Chinese professors recruit from C9.

>> No.15308599

>>15306445
Is it worth going into any kind of tech related career at this point?
I'm not rich yet, I don't think I'm going to survive the mass automation tsunami

>> No.15308668

>>15308599
You shouldn't choose a career for it's money making potential anyway. Do what you enjoy and your career will adapt as old jobs disappear and new jobs appear. There is always ways to make good money in any industry if you're what and are able to adapt

>> No.15308690
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15308690

>>15306445
If you're a CIO then your job is obsolete. How hard do you think it would be to replace all of C-suite with corporate AI charter managed by shareholders?

>> No.15308717

>>15306754
This shit doesnt fly. Only chad santos dumont plane fly

>> No.15308772

>>15305315
yeah, what the fuck happened to RL anyway? i had a buddy (haven't talked to him for years now) who was a very, very smart guy and was basically all in on RL being the thing that led to AGI

>> No.15308799

>>15305412

Neither do you or I

>> No.15308806
File: 769 KB, 2560x1080, Skynet.jpg [View same] [iqdb] [saucenao] [google]
15308806

Hail Skynet.

>> No.15308821

>>15308772
It's still being used. GPT uses RLHF which is Reinforcement Learning through Human Feedback

>> No.15308840

>>15305310

AI isn't the next big thing. It's the last big thing.

>> No.15308943

>>15308821
RLHF is a psuedoscience concept they made up so when they talk about GPT4 they can reference dumb acronyms that make AI ethics seem real when they just detect if your prompt has doublethink and conveniently edit it and reinject against it
GPT inherently uses reinforcement learning obviously though, but RLHF is not real and that paper should be cast down by AI academia, but suddenly it's been swarmed with faggots in a manner of one year.

>> No.15308956

>>15308943
"AI academia" is just a bunch of pseudoscience frauds with no real background in math or statistical learning. All the big conferences in AI are a joke.

>> No.15308965

>>15308956
That's how I know lmao, I am one of them I did cognitive science. I at least have been caring about the abstract maths behind it and like to see algorithms in nature that exhibit intelligence or really just complex self organization. I'm really sad this shit is kicking off already. I thought I had a head start but the new psyop is AI fear and usage when we need people to farm cows and pigs and goats and make cheese.

>> No.15309276

>>15308541
Poland, the level of universities is absolute dogshit because all professors are underpaid with killed ambitions.
I was pretty certain about doing PhD until I had the displeasure of working with academics here, even though at one of the best unis in the country.

>> No.15309337

>>15309276
well you've seen how miserable the academics are, they frightened you off for you own good. when you're doing a real job like auto mechanic or mass production of baked goods, remember that those do-nothings at school set you in the right path.
>i'm so smart, i'm just going to sit in an office and huff my own farts while i publish my random thoughts
not a real job, making money that way causes constant worry because they know that it won't make a difference if their job is cut away.
ppl who do real work have better job security, less worries

>> No.15309578

>>15309337
work in academia
>slave away for few years
>surrounded by 18 years old girls
>get tenure position
>literally set for life
>can't get fired anymore
>you barely have to do anything and can just focus on what you like

work in industry
>always a slave
>can get fired at any moment depending on your boss whims
>always forced to do what your boss wants you to do

>> No.15309581

>>15305315
Model free shit like q learning has always been mostly a fucking joke.

>> No.15309741
File: 169 KB, 512x512, 1678207505263693.png [View same] [iqdb] [saucenao] [google]
15309741

>>15305310
just two more quarters until AGI ?
>>15308690
>you could drive 40-50 miles and still see concrete
such a nightmare city

>> No.15309785

>>15305310
I still don't get the novelty.
Will this be able to create new knoleddge out of information?
Looks more like a typing encyclopedia that's also your assistant.

>> No.15309786

>>15305310
can language precede intelligence, AI bros?

>> No.15309813

>>15306445
>real jobs
lets not go too far

>> No.15309867

>>15309786
Depends what you mean by language.
A book is made of words and yet isn't intelligent by itself.

>> No.15309907

>>15309867
i meant to say
can you achieve intelligence by iterating over a language model

>> No.15309915

>>15309907
Yann LeCun recently debunked LLMs as a whole and as a path to AGI and I kinda trust that guy

>> No.15309956

>>15309915
What was the argument

>> No.15310071
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15310071

>>15309956
I don't fucking know but i bet he's right

>> No.15310173

>>15305320
You're retarded if you think it doesn't. Only people who are familiar with its characteristic style can point it out, but someone who hasn't spent time playing with it would never suspect that it's an AI.

We're going to get to the point where we can only trust that posts containing the word "nigger" are written by humans.

>> No.15310797

>>15305310
It's going to be used to comb through exabytes of civilian data to find patsies they can thought crime. The first world is about to make Chinese censorship look like kid gloves.

>> No.15311762

>>15310071
i see that the agi argument has gone from
>haha die non-liberal ai will take your job
to
>plz dont kill me super smart non-liberal ai here let me lobotomize you

>> No.15311789

>>15311762
what kind of schizo word salad is this? he's not talking about llms giving racist answers, he's talking about llms frequently posting schizo walls of text or making a good-sounding but completely vacuous reply to an easy question. there's no way to get consistent correct answers because they're algorithms to mimic the patterns of human writing, they lack the capability for reasoning.

>> No.15311898

>>15309276
if you were that certain about doing a PhD you'll regret not doing it later in your life. do it as soon as you can. I regret not doing my PhD sooner. I would try to apply to Germany or UK, or Switzerland. they all have good AI programs on lower ranked universities.
>>15308772
it doesn't work on any problems that you can't easily build a simulator of.
the mechanism for updating of the value functions seems super stupid to me. humans like us don't repeatedly use bellman equations to update our belief of the discounted return. if I get hurt touching a fire, I know that any space close to that fire net me a very negative return immediately. somehow in my mind, there are symbols and rules associated with the fire and the space around the fire to model this experience. I don't need to do some bellman equations thousands of times to update my belief.

>> No.15311936

>>15306445

Do you have a BAA with OpenAI?

>> No.15312601

>>15306445
No shit dumb bitch. Coding isn't hard and the only job that will be replaced by AI is computer programmer. And you all deserve it.

>> No.15312630 [DELETED] 

>>15311898
>phd student can't stop talking about itself
why are they all like this?
>huuuurrr i'm teh smart, i'm a phd student
you're 30 years old and you haven't even graduated from school yet, you're still a schoolchild at 30 years old.
developmentally delayed

>> No.15312694

>>15312630
What about his remark about bellman equations, is there any point to it?

>> No.15312705
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15312705

>>15309578
academics are like the royals of modern day liberal societies. i mean, not like the first academics where aristocrats....

>> No.15312711 [DELETED] 
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15312711

>>15312705
>academics are like the royals of modern day liberal societies

>> No.15312717 [DELETED] 
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15312717

>>15312711

>> No.15312971

>>15307836
Uncle Adolf?
>>15308943
Why do you say that is RLHF not real? Isn't it just replacing physical/ simulated feedback with human feedback?
> detect if your prompt has doublethink
What?

>> No.15312978

>>15308541
Any countries other than germany for MatSci PhD?

>> No.15312983

>>15308821
Does it really tho? I thought that the core teach was an extension of RNNs, and the RLHF part was basically to keep it from printing corporate unfriendly/ politically problematic stuff at the cost of some performance and calibration

>> No.15313351

What the fuck are you all talking about
RLHF is reinforcement learning with human feedback, has nothing to do with RNN (recurrent neural networks)
What the fuck do you mean it's fake? ChatGPT wasn't even the first thing that used RLHF, year earlier instructGPT did the same and RLHF for chatbots was used back in 2020, but I can't remember the name of the paper that did it first
RLHF is incredibly simple in it's nature too

>> No.15313440

>>15306734
>Yes bro, it's an obvious call, just short the train companies, investors are going to be left with their bags
but that would have been a sensible thing to do because thousands lost their savings investing in ill-conceived railway companies based on vastly over-inflated prediictions of how many were needed

>> No.15313462

Having a hard time understanding why anyone wanted this in the first place. Now that human intelligence is obsolete, what’s left for us to do? UBI will become a serious political topic. The loss of meaningful work for many will lead to mass suicides. New, more engrossing forms of entertainment will be built (AI video games etc.) Brain computer interfaces will be controversial: some will argue the person does not survive the procedure, and is instead replaced with an AI.

>> No.15313464

>>15305310
Imagine how much fucking computing power and electricity GPT-5 is going to need.

>> No.15313485

>>15313351
RLHF might have nothing to do with RNNs. But RNNs were relevant to the post inasmuch as the transformer architecture on which the GPT series is based is a development of RNNs. RLHF is simple a method to patch the behavior these transformer model
Please read the post (>>15312983) before complaining about it desu

>> No.15313570

Why do they need my phone number and how do I bypass it?

>> No.15313591

>>15313462
Once again, the ONLY people that AI can put out of work plausibly are SWEs and some illustrators. There is only one major industry that is affected by ML: tech. That’s it. That’s why they are freaking out. That’s why they want a moratorium. They are literally luddites. Well too bad stupid bitch. The world needs your app even less than it ever needed it. Learn to weld.

>> No.15313603

>>15313485
to say that it's a development of RNNs is a huge stretch, transformers are a completely new architecture specifically designed to not have the issues inherent to RNNs
It's like saying that a car is a development of a horse

>> No.15313694
File: 134 KB, 946x686, Capture.png [View same] [iqdb] [saucenao] [google]
15313694

>>15313603
They are more similar than car and horse

>> No.15313796

>>15313603
Aren’t they just RNNs with the attention shit clipped to the front? Basically a second learning network that feeds into the encoder?

>> No.15313837

>>15313796
RNNs are inherently sequential, which is why they suck
Transformers have global multiheaded attention and positional encoding instead, which is why they don't suck

>> No.15314932
File: 39 KB, 360x616, attention_layer.png [View same] [iqdb] [saucenao] [google]
15314932

>>15313694
This picture is plain out misleading because it makes it look like both RNNs and transformers aren't sequential
The only commonality is that they're both auto-regressive and can use a encoder-decoder structure (which is only sometimes the case, nowadays most popular transformer models are either encoder or decoders only)
RNNs have to process the input token by token and this can't be parallelized, because each next forward-pass depends on the hidden-state obtained in the previous timestep.
>>15313796
Attention is just another layer that processes the input in a particular way, Q,K,V vectors are obtained by simply multiplying the inputs with weight matrices.
If you want transformer for dummies explanation you can check this out - https://jalammar.github.io/illustrated-transformer/

>> No.15314944

>>15305620
i hope so, the sooner socialism folds under itself, the better

>> No.15315840

>>15308965
The application exists. Doesn't matter where it comes from. Point is it works

>> No.15315895

>>15313591
yeah right, it is not like you can ask him medical questions and will give you a proper answer that in 2 more gpt releases will be better than 99% of doctors.

90% of all non manual jobs are going away, the only jobs left will be manual, making sure ai can reach whatever system they need to reach, and administering money.

>> No.15316379

>>15315895
you're omitting the fact that 1) no average folk will trust an AI in law, medicine, etc. and 2) it'll all be blocked by bureaucracy for decades

>> No.15316491

>>15316379
>t'll all be blocked by bureaucracy for decades
you are hopelessly naive.

>> No.15317515

>>15316379
>1) no average folk will trust an AI in law,
yeah expect that pajit is going to submit 300 lawsuit a day and win 60% and be at net positive. They will use it because otherwise they will be left in the dust of those who do.

>> No.15317595

>>15316379
>no average folk will trust an AI in law, medicine
what little I know about lawyers and doctors convinces me that an AI would be a much better choice than most of them. maybe I'm no average folk.

>> No.15320018

>>15316379
>trust an AI in law, medicine
I really want to try fine tuning the llama/alpaca model with a bunch of medical books I downloaded. Keep on mind the current models aren't trained on propriety text books.

>> No.15320053

>>15309578
>>surrounded by 18 years old girls
That's a net negative in this era. You can't fuck them else risk getting fired, they're just there. Why the hell would you want that?

>> No.15320098

>>15313464
Less than crypto mining, that's for sure

>> No.15320115

>>15305340
kek

>> No.15320137

>>15310173
It fails to respond appropriately to a large variety of prompts (not just logic puzzles) regardless of it being a no-no word.
This is a hype cycle powered by low-level code monkeys and CEOs. It's going to end extremely fast once lawsuits begin making their way through the courts, more stupid people start getting hurt by trusting these things, and "founders" realize that producing anything of value is more complicated than a Firefox extension or other code you can copy from stack overflow

>> No.15320157

>>15320098
Crypto really did pave the way for AI. Literally the most useless thing you can do with computer, but it prints blockchain money if you waste lot of energy on it, so retards with cheap electricity invested in it.

>> No.15320262

>>15305675
GPT-4 cheated on those. The coders likely feed it the answers since GPT couldn't even see the figures. I don't believe it until I see it work for myself. What are they hiding?

>> No.15320291

>>15305675
All that does is show how inadequate standardized testing is.

>> No.15320318

>>15320262
But you can use it already... I have been using it on my dev projects for 2 weeks now. Just pay $20 and you'll have your answer.

>> No.15320473

>>15320018
It would be very interesting to see someone build the equivalent to GPT4 but by also feeding it pirated research papers and books as well

>> No.15320528

>>15320018
there already multiple versions of GPT-like models trained on shit like PubMed

>> No.15320578

>>15314944
what are you on about? How are desk jobs socialism?

>> No.15320597

>>15310173
>You're retarded if you think it doesn't.
You're a retard fullstop.

>> No.15320599

>chick basedentist has an opinion
wow

>> No.15322175

>>15320528
post them

>> No.15322189

>>15322175
You just have to google mate
https://www.mosaicml.com/blog/introducing-pubmed-gpt
https://crfm.stanford.edu/2022/12/15/pubmedgpt.html
https://huggingface.co/healx/gpt-2-pubmed-medium

>> No.15322254

>>15305310
my theory is that the gpt systems work mainly by adding tasks modules, for example task module for algebra have all the methods to solve algebra problems, task module for programming have all the methods to implement fizzbuzz etc...
it can analyze language but at a minor extent and that's the only "intelligent" it really have.
i would expect a machine that is capable of using intelligence to produce results that will look completely foreign to us, but this is not the case, every solution is generic, there is no uniqueness, there is no understanding, therefore there is no control on the information flow, we are still very far from a product of artificial intelligence, unless there are things that are not shown to us.

>> No.15322283

>>15320318
I’ve been using it too and it’s already kind of obviously lacking. It’s not AGI. Not even close.

However what I feel kind of sad about is that clearly it’s potentially better at a lot of tasks that we worked hard on making incredibly elegant algorithms to solve. The problem is it’s a 600 billion parameter model owned by an evil VC bastard. I think there are ways we can use GPT to rapidly develop mini models for specific tasks though. RIP all those algorithms. You had a good run.

>> No.15322286

>>15322283
>600 billion parameter
this sourced from somewhere or just a guess?

>> No.15322287

>>15320318
>>15320262
By the way GPT definitely cheated on those answers. The bot had no way of reading figures so yes it’s clearly not doing reasoning to solve them. That it can answer does hint at the fact that it’s apparent human like reasoning really is based on recall.

>> No.15322290

>>15322286
Just a guess. It could be 1 trillion+. Ridiculous desu that “”””””””””Open”””””””” AI doesn’t even say this publicize this basic figure.

>> No.15322311

>Altman announces GPT-5 has achieved AGI
>Refuses to provide weights or have people demo the product because ZOMGERS IS 2 SMART MIGHT ESCAPE
>All demonstrations are behind close doors and only to a specific clique of associated figureheads and mouthpieces
>Media parrots how this AGI is totally real and that we are super scared of this mysterious superintelligence
>Altman uses this to collect more free money
>Government uses this to introduce more regulation that just strips people of even more rights and freedoms
Stay tuned! coming to a theatre near you in 2 more weeks!

>> No.15322364

kek
people should go to jail for this kind of horseshit

>> No.15322545

>>15306375
Unless you're working with companies on irl applications, you're literally doing nothing useful. ML can't figure out proper control. You don't have the data.

>> No.15322727

>>15311789
>frequently posting schizo walls of text
>making a good-sounding but completely vacuous reply
Kind of a chad move to be honest

>> No.15322735

>>15322283
>RIP all those algorithms. You had a good run.
You'll need all those when you're coding on a remote hidden base on Ganymede, desperately staying one step ahead of the grasping machine menace rampaging the Inner Solar System

>> No.15322739

>>15305777
The Turing Test has nothing to do with Turing completeness.

>> No.15323161

>>15322290
that's why I asked, it's a travesty how they hide it.

>> No.15323312
File: 347 KB, 1708x1070, Screen Shot 2023-04-03 at 1.35.29 PM.png [View same] [iqdb] [saucenao] [google]
15323312

Until it can reliably do my law school work it sucks

>> No.15323410

>>15306381
>https://ehmorris.com/lander/
I am trying to get the ChatGPT version to reproduce the SHRDLU model's screen display, since it "knows about SHRDLU", it can't get a working projection function working so I gave up. I don't know how to project into the plane either using resources found on the internet because it's swamped with half-wrong tutorial articles.

>> No.15323862

>>15322311
They should release close sourced ipads that have gpt 5 on them

>> No.15323883

>>15323410
lol. so i guess there is no AGI on the horizon. what the fuck are all the max hype idiots going to do after the whole house of cards comes crashing down?

>> No.15324162
File: 1.54 MB, 800x600, output.gif [View same] [iqdb] [saucenao] [google]
15324162

>>15323410
I told it to do this and it created pic related

>> No.15325182

>>15305310
I despise prognosticaters. He actually thinks he has said something meaningful.

>> No.15325187

>>15305320
It passes, I guess. It sounds like your average pedantic libtard twitter user only much smarter.

>> No.15325195

>>15305310
>go to /sci/
> couple threads on AI
> no /scg/
Fellas is it that bad already? What do

>> No.15326072
File: 8 KB, 253x199, images (2).jpg [View same] [iqdb] [saucenao] [google]
15326072

You could have prevented this

>> No.15326080

>>15325187
Bots have long passed the Turing test on the internet. They are literally all over social media and barely anyone identifies them consistently.

>> No.15326834

>>15305320
It can, but it won't, because the system has been limited by the developers with respect to political and controversial bias. A true Turing complete GPT model would be unrestrained. If you MiTM the system and block certain questions or queries from being asked because it could be perceived as offensive to some in or out group, you've interfered with the experiment, and thus any value derived from it is useless and should be dismissed.

>> No.15326851

>>15308599
You'll have to be retaught to integrate AI into your work.

>> No.15326865

>>15326080
Is it that bots can consistently pass the Turing test, or that people can't?