Readit News logoReadit News
fckgnad commented on What ChatGPT and AI-Based Program Generation Mean for Future of Software   cacm.acm.org/blogs/blog-c... · Posted by u/dailymorn
bamboozled · 3 years ago
You're just arguing some people are afraid of being replaced by AI, new flash? Some people are afraid by peoples sexual orientation. Some artists are already replaced by better artists, they don't just resign from doing art. Art isn't really about money, it's about self-expression, there is no case where an AI is going to replace that, it's personal.

By the way, are photographers rioting in the street? Because they should be too, I've not seen it but they should be?

Artists already knew this and photographers too, there were more photos and images available online for free or next to nothing, than you could ever imagine or possible consume. It didn't change much, people still did art and people still got hired and not much will change. People will still be involved in art and photos. For fun and for money.

I guarantee you there is a whole group of people who see using DALL-E to generate new interesting ideas as being a thing too, who see it as an opportunity. Similar to who Chess players are using AI to study new moves.

If it's your profession, yeah it might suck, but on the other hand, I choose to hire artists because I enjoy working with people and building something together, it's a whole different creative process and in my opinion, creates better products for the specific use case. I actually wouldn't mind sitting with artists who use AI to create things?

Because the copyright isn't the real problem. It's the AI. Heck when the AI looks at the art it scrambles the art and encodes it into Memory the same way YOU encode the art into your memory. Does that mean by looking at art you are copying it? Why don't other artists have a problem with you looking at art and copying it into your memory?

You're naive actually about how these things work, these things use statistics to draw pictures based on statistics, they don't understand anything, it's why when I use DALL-E, it makes some nice stuff, but when I look more closely it also does weird things like, has objects sticking out of peoples heads. So no it doesn't do the same thing, it doesn't "understand" anything. I would understand if I was asked to draw a picture of someone that it would be strange to have a wooden stake sticking out of their ass. DALL-E doesn't. Go and get it to draw you a photo of children playing, it will be quite a nightmare.

While this stuff is impressive, it's a very, very big leap to go from painting by numbers to understanding something and being creative in that way. I personally think it will be a fun and exciting time when this happens, but fundamentally, it's quite a different system.

I actually get the feeling as humans, we're also overlaying our own ego onto how great these creations we've created are without being practical and objective enough to actually figure out if these things are actually important.

Style, design, etc is more than just "having the image". Selection is important, for example musicians write thousands of songs and never actually record them. There is a time and a place for specific art to be deployed, consumed, displayed, I don't think this is going away either, "style" and having an eye for the correct imagery is not something that will be replaced anytime soon. Essentially, having infinite images also means making the right choice becomes harder, that will be a new trade in itself.

These days I struggle to watch a movie, there are just too many options, AI is only going to make this problem worse. We'll be drowning in shit.

Nothing is as simple as it seems.

From the perspective of psychology, I think the most salty people are those who don't do art, it's almost like people hope this is the end of people being able to freely express themselves. Kind of like the quest to crush artistic freedom is in progress.

fckgnad · 3 years ago
This is a continuation from my other reply. Read the other comment first. Or not, it's rather long. I type fast.

>These days I struggle to watch a movie, there are just too many options, AI is only going to make this problem worse. We'll be drowning in shit. Holy shit. Now you need to hire a guy to choose the movie for you. Pay him a movie directors wage. Clearly this choosing stuff is so hard we need experts! No I'm kidding. Let's be honest, choosing things is easy.

>Nothing is as simple as it seems.

The irony here is that your conclusion is the simpler one. It's the easy way out. People are optimistic by default and pessimism is actually the harder path because it's so much uglier to admit. The truth is actually more inline with pessimism as the world is more or less built on competitive darwinian fundamentals with cooperation existing only as a side effect. The brain paints a delusional reality in such a way so that you don't get constantly scared or depressed. If you find your thoughts always being overly optimistic there's a good chance you're biased.

>From the perspective of psychology, I think the most salty people are those who don't do art, it's almost like people hope this is the end of people being able to freely express themselves. Kind of like the quest to crush artistic freedom is in progress.

I look at this statement and there are things about it that are obviously wrong. And I wonder how come you're blind to it? Like you're obviously referring to me somewhat. But that's not even the issue.

The most salty people are the people who entered into a lawsuit. You have to be really fucking salty to spend the time and the effort to do that. Who's in the lawsuit? Not me, I don't give a shit about artists. Let me spell it out: Artists are suing AI companies because Artists are the ones that are the most SALTY. That's not even a huge revelation. The revelation is how this came to be NOT obvious to a pretty smart person like you?

You use psychology to imply I'm the one out of touch? Take a look in the mirror.

A better analogy for this is oil companies and climate change pre 2000s. I'm the environmentalist saying something is fucked up here. You're oil baron. You're the person in Software who's in denial about how Software and ML is about to make some drastic and extremely negative changes to the way the world works. I can assure you oil barons couldn't face the cold hard truth and grasped at every positive angle they could get there hands on to build a universe where they weren't responsible for harming the world. They couldn't face the reality. Can you.

Can you face the truth that the artist working for your company is about to become useless. Can you fire him and tell him that to his face? No. You need a narrative. What about your own skills as a software engineer. Are you able to face a reality where your job is basically within 10-20 years going to be phased out for AIs? Likely not. So consider the possibility that you're the one that's biased and you're the one with the overly rosy outlook.

Deleted Comment

fckgnad commented on What ChatGPT and AI-Based Program Generation Mean for Future of Software   cacm.acm.org/blogs/blog-c... · Posted by u/dailymorn
bamboozled · 3 years ago
You're just arguing some people are afraid of being replaced by AI, new flash? Some people are afraid by peoples sexual orientation. Some artists are already replaced by better artists, they don't just resign from doing art. Art isn't really about money, it's about self-expression, there is no case where an AI is going to replace that, it's personal.

By the way, are photographers rioting in the street? Because they should be too, I've not seen it but they should be?

Artists already knew this and photographers too, there were more photos and images available online for free or next to nothing, than you could ever imagine or possible consume. It didn't change much, people still did art and people still got hired and not much will change. People will still be involved in art and photos. For fun and for money.

I guarantee you there is a whole group of people who see using DALL-E to generate new interesting ideas as being a thing too, who see it as an opportunity. Similar to who Chess players are using AI to study new moves.

If it's your profession, yeah it might suck, but on the other hand, I choose to hire artists because I enjoy working with people and building something together, it's a whole different creative process and in my opinion, creates better products for the specific use case. I actually wouldn't mind sitting with artists who use AI to create things?

Because the copyright isn't the real problem. It's the AI. Heck when the AI looks at the art it scrambles the art and encodes it into Memory the same way YOU encode the art into your memory. Does that mean by looking at art you are copying it? Why don't other artists have a problem with you looking at art and copying it into your memory?

You're naive actually about how these things work, these things use statistics to draw pictures based on statistics, they don't understand anything, it's why when I use DALL-E, it makes some nice stuff, but when I look more closely it also does weird things like, has objects sticking out of peoples heads. So no it doesn't do the same thing, it doesn't "understand" anything. I would understand if I was asked to draw a picture of someone that it would be strange to have a wooden stake sticking out of their ass. DALL-E doesn't. Go and get it to draw you a photo of children playing, it will be quite a nightmare.

While this stuff is impressive, it's a very, very big leap to go from painting by numbers to understanding something and being creative in that way. I personally think it will be a fun and exciting time when this happens, but fundamentally, it's quite a different system.

I actually get the feeling as humans, we're also overlaying our own ego onto how great these creations we've created are without being practical and objective enough to actually figure out if these things are actually important.

Style, design, etc is more than just "having the image". Selection is important, for example musicians write thousands of songs and never actually record them. There is a time and a place for specific art to be deployed, consumed, displayed, I don't think this is going away either, "style" and having an eye for the correct imagery is not something that will be replaced anytime soon. Essentially, having infinite images also means making the right choice becomes harder, that will be a new trade in itself.

These days I struggle to watch a movie, there are just too many options, AI is only going to make this problem worse. We'll be drowning in shit.

Nothing is as simple as it seems.

From the perspective of psychology, I think the most salty people are those who don't do art, it's almost like people hope this is the end of people being able to freely express themselves. Kind of like the quest to crush artistic freedom is in progress.

fckgnad · 3 years ago
>You're just arguing some people are afraid of being replaced by AI, new flash?

No I'm saying many people are afraid enough such that they organized a law suit against AI. Something that never happened before. THAT is sufficient evidence in support of the fact that AI has surpassed certain limits and CAN replace certain occupations. THIS point is OBVIOUS and YOU know this.

Why are you delivering talking points to make me explain what's obvious?

>Art isn't really about money, it's about self-expression,

You have got to be joking. You realize art is a HUGE part of business right? Movies, Video Games, Websites, Comic books ALL ARE businesses that use art. I think it's gotten to a point where you're just grasping for concepts to defend a point and you're not realizing how obviously wrong these concepts are. Art is Categorically a business. It is also self-expression at the same time but you are delusional if you think it's not business.

>Artists already knew this and photographers too, there were more photos and images available online for free or next to nothing, than you could ever imagine or possible consume. It didn't change much, people still did art and people still got hired and not much will change. People will still be involved in art and photos. For fun and for money.

Photographers didn't riot for three reasons. First reason, it doesn't take much skill to be a good photographer. So it's not a huge thing when something takes it over because most people never invested much into it. For art there's huge investment into getting good at it.

Second Reason. The technology came too slowly. It's not as sudden as AI and art. Smart phones turning everyone into somewhat good photographers and even consumer cameras before that took several decades of progress and gradual improvement to be where we are at today. When something comes slowly people don't really react, JUST like how global warming will fuck the world up but it's so slow nobody can bring themselves to care.

Third Reason. AI is not actually replacing all forms of photography. AI is like art. People know it's made up. There's still actual demand for captured stills of reality AND that is a separate niche from captured made up stills that don't exist in reality.

>I guarantee you there is a whole group of people who see using DALL-E to generate new interesting ideas as being a thing too, who see it as an opportunity. Similar to who Chess players are using AI to study new moves.

Sure.

>If it's your profession, yeah it might suck, but on the other hand, I choose to hire artists because I enjoy working with people and building something together, it's a whole different creative process and in my opinion, creates better products for the specific use case. I actually wouldn't mind sitting with artists who use AI to create things?

Of course. But you see there's a difference here. In the past if I wanted a person to paint me some really high quality and completely original fantasy art, I'd dish out a lot of money because such a skill is hard to find. Now I can hire any person who just has a bit of design sense and HE can use AI to do 99% of the work at minimum wage. I get all the benefits of personal interaction while I reap way more rewards by paying lower wages. ART skill was expensive, The comradery of working with someone was and still is cheap. But now the world is changing and art is just as cheap as comradery.

>You're naive actually about how these things work, these things use statistics to draw pictures based on statistics, they don't understand anything, it's why when I use DALL-E, it makes some nice stuff, but when I look more closely it also does weird things like, has objects sticking out of peoples heads. So no it doesn't do the same thing, it doesn't "understand" anything. I would understand if I was asked to draw a picture of someone that it would be strange to have a wooden stake sticking out of their ass. DALL-E doesn't. Go and get it to draw you a photo of children playing, it will be quite a nightmare.

Bro. Most of the things these things draw ARE already better than anything you can do. It's better than the average human being at drawing already. You're pointing out flaws but even with those flaws it's STILL better than average.

That being said this is just DALL-E. Other Generative Models that are trained more thoroughly on specialized sets produce WAY better output. MidJourney for example.

>While this stuff is impressive, it's a very, very big leap to go from painting by numbers to understanding something and being creative in that way. I personally think it will be a fun and exciting time when this happens, but fundamentally, it's quite a different system.

Painting by numbers? Bro. This thing is CLEARLY not painting by the numbers. You give it a sentence DALL-E gives you SEVERAL variations that are on par with what a human would do in terms of creativity. Just go onto deviant art and it's all similar from the perspective of originality.

Lack of Creativity or "painting by the numbers" isn't the issue. The issue is translation accuracy. Some things are "off", hands are inaccurate, some things are misplaced. AI is already killing it in terms of creativity. The problem now is to fix these artifacts. Fixing artifacts is not in your words "a huge leap". Once those artifacts are fixed and these AI models generate pictures with pixel perfection it's over.

>I actually get the feeling as humans, we're also overlaying our own ego onto how great these creations we've created are without being practical and objective enough to actually figure out if these things are actually important.

This is cliche. You're repeating what everyone has been parroting all over HN that these AI's have limits, they aren't as good as humans, yadayadayada. What your saying is EASY to believe. It's a common trope and the deceptively obvious conclusion. It takes extra effort to get passed this bias and see the extent of AI. I'm not amazed because I'm just taking the easiest conclusion. No. I'm amazed because I took steps to overcome my bias.

Think of it this way. You know of the turing test? For the longest time and for most of my life this test: https://www.wikiwand.com/en/Turing_test was basically the standard test to see if something was more or less an actual intelligence and self aware. It was quite obvious to most people that this test was virtually impossible for an AI to pass and if an AI passed it, it's more or less a self aware intelligent being.

Yeah we just rocketed passed this test. LLM's regularly can beat this test, TRIVIALLY. But then there's a whole bunch of clones with your outlook. You guys move the bar higher and higher everytime a milestone is hit. Beating that test would be impressive in the past, but now that something actually beat it, it isn't sufficiently impressive anymore. You unconsciously place the bar higher without realizing and begin nitpicking and magnifying the little issues AI still has. You guys will forever think there's lightyears to go before AI matches human intelligence no matter how many turing type tests AI surpasses.

>Style, design, etc is more than just "having the image". Selection is important, for example musicians write thousands of songs and never actually record them. There is a time and a place for specific art to be deployed, consumed, displayed, I don't think this is going away either, "style" and having an eye for the correct imagery is not something that will be replaced anytime soon. Essentially, having infinite images also means making the right choice becomes harder, that will be a new trade in itself.

You think these models will only output pixel?. It can output anything that can be described in a natural language. Be it English, pixels or HTML styled with CSS. That's the first part. The second part is, it takes 100000x less talent to SELECT something that was ALREADY created then it does to CREATE something that didn't exist. EVEN when you have a lot of selection. You want proof? The internet and amazon has INCREASED my shopping selection choices by a huge magnitude. You still don't see me paying 200k to an expert chooser to choose for me what to buy. Why? Because selecting these things will be EASY.

Previously you pay 200k to each of 5 artists to do some art job. Now you pay one person minimum wage to do AI to do the same thing. That's 4 people with no job and one person being paid minimum wage. That's the future.

fckgnad commented on Fentanyl vaccine tested in rats   uh.edu/news-events/storie... · Posted by u/ca98am79
fckgnad · 3 years ago
Nothing wrong with this being on the front page. Just posting this here as a question. Is the reason why this is on the front page because a good number of software engineers addicted? Maybe you don't have the numbers but you yourself who's reading this may be personally interested in a vaccine?

Dead Comment

Dead Comment

Dead Comment

fckgnad commented on The Dawn of Everything challenges a mainstream telling of prehistory   middleeasteye.net/opinion... · Posted by u/hackandthink
moloch-hai · 3 years ago
It is thus very, very convenient for the few that people are conditioned from childhood to believe it is the only way to organize, and announce it freely in print.
fckgnad · 3 years ago
A child is well aware of the parent-child hierarchy that is more or less universal across all modern cultures. You've been conditioned by this book to follow a fringe belief.
fckgnad commented on The Dawn of Everything challenges a mainstream telling of prehistory   middleeasteye.net/opinion... · Posted by u/hackandthink
moloch-hai · 3 years ago
Only you and goatszx seem put out. And, really, do you expect a post here to make a case that took almost 600 book pages to express properly?
fckgnad · 3 years ago
Be real. You can convince people to read a book without having to copy all 600 pages here. Saying that you're incapable of doing so when every book on the face of the earth has summaries, snippets and reviews to promote themselves is just plain dishonest. It's so obviously dishonest that it's, in fact, a form of trolling. I'm sorry, but this conversation is over as this type of thing is against the rules here.
fckgnad commented on What ChatGPT and AI-Based Program Generation Mean for Future of Software   cacm.acm.org/blogs/blog-c... · Posted by u/dailymorn
foverzar · 3 years ago
> You'll be impressed once the successor of chatGPT takes your job.

Which part of it? ;) Leading a team of software engineers? Identifying and negotiating vague parts of business requirements? Designing technical specs? Or maybe the part where I am responsible for software actually working correctly as business expects it to?

It would totally make the coding-in part faster (just as IDE suggestion do), but this was always the brainless tedious manual labour part.

> You realize that chatGPT wasn't trained to be a programmer right?

I realize that neural networks are unable to generate correct formal (where each minor detail has specific and important meaning) descriptions by design.

Neural networks are great for task where minor details are largely unimportant compared to overall "impression" - generating visuals, informal texts, music, probably image/video decompression, etc. On the other hand, while they can mimic "overal look", they can't guarantee (and in practice they always fail in that regard) that each detail of the produced artifact is correct. Which means you can't reliably or productively use them for programming, legal texts, construction design (though it can be used to draw inspiration for the overall image), etc.

> All of what you said is true yet you are blind if you can't see why it's revolutionary

I never said it's not revolutionary. I merely point out its hard limits.

> In fact it can do better. You can specify all the requirements you want. No use of undefined variables, no hardcoded currencies. More flexibility more features no routing with if statements.

Sure, you can specify every minor detail: how the data should flow, which patterns should be used, which things should be pulled from configs, how the interfaces should be structured, and a shit load of negative prompts. But that's the details that only the domain expert would know. And again, there are no guarantees that the result would actually be correct: the expert will have to review all this extra-attentively, cuz there is no chance that expert's assumptions are the same as NN's "assumptions".

So you basically still need a domain expert, who now has to do extra (guess)work, instead of just writing a formal description directly in code. What's the profit then?

> Artists are ALREADY starting lawsuits because the art is on par with what they create

Technically artists are starting lawsuits due to copyright. Also, technically, an artist can easily tell the difference between raw NN output and an actual drawing, sometimes even non-artists, as the images often look somewhat uncanny.

AI artists actually typically do shit load of prompt-enginerring, pipe different parts of image through different NN's (appropriate to specific situation) and do a lot of manual post-processing so the result looks good.

> I don't know if you realize this but drawing something photorealistically is actually significantly HARDER then programming

These are two completely different tasks. You are comparing apples and oranges, that can't really be put on a same scale, unless by "HARDER" you specifically imply the amount of brainless tedious work required to complete the job.

Also, in practice artists just use and process real photos when they aim for "photorealistic" - no one actually draws photorealistics from scratch, normally (but one can obviously invent any kind of challenge for themselves if they want to)

> There's literally no Bootcamp to produce a fine artist in a year because it's brutally hard to do

Who told you that there is a bootcamp that can produce a fine software engineer in a year? It takes (a talented-enough person) at the very least 5 years of rigorous study and practice before one can actually start working somewhat autonomously without constant supervision, while also delivering appropriate quality.

> If AI can crack art, there's not much more time before it cracks programming. Don't kid yourself.

Don't kid yourself thinking that these two are similar or comparable sets of tasks.

> chatGPT isn't even useful enough to be used in a professional environment. I AGREE.

That's actually not true and I never made such a claim. ChatGPT is EXTREMELY useful in a professional environment, but only for a specific set of tasks, while being used as a tool by an expert with actual responsibilities.

> The successor to chatGPT, however will be. > They are afraid of chatGPT because it is a herald about the AI in the future that WILL.

The first GPT and GANs were heralds. ChatGPT is already a relatively mature and refined technology. I don't know why you expect to see low base effect here - the base is already actually pretty high.

> chatGPT says:

"Handling Personal Data" - somewhat scratches the surface, but it doesn't mention actual problematics (that first and foremost it's a regulatory matter and all the specifics stem directly from it).

"Ensuring Verifiability and Correctness" - clearly confuses runtime and compiler properties with quality assurance, way off.

"Productive Quality Assurance" - didn't understand the productivity issue (to test or not to test) and even if we drop "productive" part, the process it describes is also incorrect: engineers don't really ever work with the QA team in order to establish TDD.

"Robust and Scalable Systems Architecture" - way off, while you'll often see service discovery, nginx, HAProxy, etc in scalable systems, that's not what makes scalability. Properly managing state and persistence in appropriate places does.

"Managing Complexity" - way off. I don't suppose this one even requires an explanation, total gibberish.

"Observability" - as expected, this is a rather good one. Unlike other points (which are concepts/problems) - this one is a rather well defined term.

"Productive documentation and self-documenting approaches to work" - totally ignored "productive" part and just gave a definition of "self-documenting" along with some rhetorics on the fact that people document stuff in general.

Notice how each one of them also for some reason mentions a kind of business and languages and frameworks, which are totally unrelated.

Basically, even if you ignore "brain-farts" (which is a good example of "minor" incorrect details that make NNs inappropriate tool for complex formal stuff) it only really got - AT BEST - 2-3/7 right. Now, imagine it's a real world and you are betting millions on it, without having an expert-overseer to tell you when it brain-farts or if the output is even remotely correct.

Actually, what was the prompt? Seems like you just asked it to describe the list I gave you, which essentially means you just used my own expertise, understanding and creativity, not GPT's, as it didn't even give you a list of concrete problems.

> The squishy stuff is what's easy for chatGPT because chatGPT is SPECIFICALLY trained on that stuff.

Not sure what you mean here by "squishy stuff" or "SPECIFICALLY". ChatGPT is a language model trained on a huge-ass volume of non-specific text corpus.

> It's the coding and math that it has more trouble with because it's NOT trained specifically on code and math.

Nope, that is merely a property and a limitation of the NNs. At best, you can use them to build up "intuition" to bruteforce problems (like AlphaFold for protein folding), but obviously it only works for simple-enough stuff that can actually be bruteforced, when the output can be easily formally verified fast-enough.

fckgnad · 3 years ago
>Which part of it? ;) Leading a team of software engineers? Identifying and negotiating vague parts of business requirements? Designing technical specs? Or maybe the part where I am responsible for software actually working correctly as business expects it to?

All of it. Only one human leader to write queries. Everything else designed by an AI.

>Neural networks are great for task where minor details are largely unimportant compared to overall "impression" - generating visuals, informal texts, music, probably image/video decompression, etc. On the other hand, while they can mimic "overal look", they can't guarantee (and in practice they always fail in that regard) that each detail of the produced artifact is correct. Which means you can't reliably or productively use them for programming, legal texts, construction design (though it can be used to draw inspiration for the overall image), etc.

You're just regurgitating a trope that's Categorically false. You're a NN did you realize that?

>I never said it's not revolutionary. I merely point out its hard limits.

And you're wrong. You have thoroughly expanded the limitations and you are mistaken about this.

>Technically artists are starting lawsuits due to copyright. Also, technically, an artist can easily tell the difference between raw NN output and an actual drawing, sometimes even non-artists, as the images often look somewhat uncanny.

No. corps and AI's and bots have been scraping pics off the internet for years. Google is one. No lawsuit of this nature has been filed until AI came out. Artists are threatened and they are reacting as such that's why the lawsuit is filed now instead of before.

https://futurism.com/the-byte/artist-banned-looked-ai-human <- artist banned because they thought his work was by an AI.

>These are two completely different tasks. You are comparing apples and oranges, that can't really be put on a same scale, unless by "HARDER" you specifically imply the amount of brainless tedious work required to complete the job.

No, ENGLISH is written in a language written with tokens of symbols. The other, PICTURES, is written in tokens of language as well. A pixel is 3 numbers of RGB and in the computer it is represented as a language with a format before translation onto your monitor. It is a translation problem and it is treated the same way by experts. Both DALL-E and chatGPT utilize very similar generative models translating English to English in the case of chatGPT and english to numbers which can be further translated to pixels for DALL-E.

>Also, in practice artists just use and process real photos when they aim for "photorealistic" - no one actually draws photorealistics from scratch, normally (but one can obviously invent any kind of challenge for themselves if they want to)

Not true. A good amount do.

>Who told you that there is a bootcamp that can produce a fine software engineer in a year? It takes (a talented-enough person) at the very least 5 years of rigorous study and practice before one can actually start working somewhat autonomously without constant supervision, while also delivering appropriate quality.

There's many bootcamps that make that claim and there's PLENTY of people who can live up to that claim. But NONE for artistry.

>Don't kid yourself thinking that these two are similar or comparable sets of tasks.

Kid myself? It is literally the same type of neural network. There's no kidding here. It's not a coincidence that chatGPT and DALL-E came out back to back. These models are called generative models. It's a single new technology that's responsible for this.

>That's actually not true and I never made such a claim. ChatGPT is EXTREMELY useful in a professional environment, but only for a specific set of tasks, while being used as a tool by an expert with actual responsibilities.

No it's not. There's no guard rails users can ask it anything and take it anywhere. It can't stay within a defined task. It's also wrong enough times that it can't be used in prod for virtually most tasks.

>The first GPT and GANs were heralds. ChatGPT is already a relatively mature and refined technology. I don't know why you expect to see low base effect here - the base is already actually pretty high.

No they weren't heralds. Text generators have always been around it got better. But never displayed signs of true understanding or even self awareness as it does now. Literal self awareness.

>Notice how each one of them also for some reason mentions a kind of business and languages and frameworks, which are totally unrelated.

I told it to do that. So that the responses wouldn't be generic. chatGPT is following my instructions.

>Not sure what you mean here by "squishy stuff" or "SPECIFICALLY". ChatGPT is a language model trained on a huge-ass volume of non-specific text corpus.

It is ALSO trained using humans to pick and choose good and bad answers. This training is non-specific and they used just regular people. If they used programmers and had programmers pick and choose good answers from programming questions, chatGPT will begin outputting really accurate code.

>Nope, that is merely a property and a limitation of the NNs. At best, you can use them to build up "intuition" to bruteforce problems (like AlphaFold for protein folding), but obviously it only works for simple-enough stuff that can actually be bruteforced, when the output can be easily formally verified fast-enough.

You are categorically wrong about this. 3 neurons can be trained to become an NAND gate which can then be used to simulate any computational network or mathematical equation that doesn't have a feedback loop. It can model anything with just an input and an output. This also has been demonstrated in practice and proven theoretically.

u/fckgnad

KarmaCake day183December 13, 2022View Original