In Cringe Video, OpenAI CTO Says She Doesn’t Know Where Sora’s Training Data Came From

ylai@lemmy.ml to Technology@lemmy.world – 487 points –
In Cringe Video, OpenAI CTO Says She Doesn’t Know Where Sora’s Training Data Came From
futurism.com
172

I hope this is gonna become a new meme template

She looks like she just talked to the waitress about a fake rule in eating nachos and got caught up by her date.

this is incomprehensible to me. can you try it with two or three sentences?

Her date was eating all the fully loaded nachos, so she went up and ask to the waitress to make up a rule about how one person cannot eat all the nacho with meat and cheese. But her date knew that rule was bullshit and called her out about it. She's trying to look confused and sad because they're going to be too soon for the movie.

Not sure what's funnier. your first comment or the comment explaining it to someone who obviously not part of a turbo team

Turbo team?? Did you replace my toilet with one that looks the same but has a joke hole? That’s just FOR FARTS??

Look until you're part of the turbo team.... WALK SLOWLY

Fine… I’ll lay down to be by myself and read my art books!

Lmao that's wonderful, scrolling down from those weird ass comments only to be greeted by my own exact facial expression.

"No... Hell no... Man, I believe you'd get your ass kicked if you said something like that..."

thank you. it must be a reference to something, but i don't watch tv any more.

I think you should leave...

(is what you would search to find this)

Coffeezilla had a video in his void where he plays this back a few times. It's hilarious seeing the guilt without stating it.

They know what they fed the thing. Not backing up their own training data would be insane. They are not insane, just thieves

Everyone says this but the truth is copyright law has been unfit for purpose for well over 30 years now. And the lords were written no one expected something like the internet to ever come along and they certainly didn't expect something like AI. We can't just keep applying the same old copyright laws to new situations when they already don't work.

I'm sure they did illegally obtain the work but is that necessarily a bad thing? For example they're not actually making that content available to anyone so if I pirate a movie and then only I watch it, I don't think anyone would really think I should be arrested for that, so why is it unacceptable for them but fine for me?

if I pirate a movie and then only I watch it, I don't think anyone would really think I should be arrested for that

There are definitely people out there that think you should be arrested for that.

Even the police are unsure if it's actually a crime though. Crimes require someone to lose something and no one can point to a lost product so it's difficult to really quantify.

And it's not even technically breach of copyright since you're not selling it.

But they ARE selling it ... Every answer Chat GPT makes came from possibly stolen material

Isn't that true of every opinion you have. All the knowledge you have is based on works of others that came before you.

Not untill I bill you for it

Also, no there is such a thing as an original thought or opinion... Even if it's informed on other knowledge

There is a difference between reinterpreting other knowledge and just Frankensteining multiple work together

I don't know enough about LLMs but Neural networks are capable of original thought. I suspect LLMs are too because of their relationship to Neural Networks.

You're using the word 'stolen' which doesn't fit. It would be accurate to say 'every answer comes from possibly unlicensed material '.

Allegedly possibly maybe accidentally whoopsie not quite licensed fully material.

Yeap, the real term (I think) would be copyright infringement

That is a bad thing if they want to be exempt from the law because they are doing a big, very important thing, and we shouldn't.

The copyright laws are shit, but applying them selectively is orders of magnitude worse.

if I pirate a movie and then only I watch it, I don't think anyone would really think I should be arrested for that, so why is it unacceptable for them but fine for me?

Because it's more analogous to watching a video being broadcasted outdoors in the public, or looking at a mural someone painted on a wall, and letting it inform your creative works going forward. Not even recording it, just looking at it.

As far as we know, they never pirated anything. What we do know is it was trained on data that literally anybody can go out and look at yourself and have it inform your own work. If they're out here torrenting a bunch of movies they don't own or aren't licencing, then the argument against them has merit. But until then, I think all of this is a bunch of AI hysteria over some shit humans have been doing since the first human created a thing.

An AI (in its current form) isn't a person drawing inspiration from the world around it, it's a program made by people with inputs chosen by those people. If those people didn't ask permission to use other people's licensed work for their product, then they are plagiarising that work, and they should be subject to the same penalties that, for example, a game company using stolen art in their game should face. An AI doesn't become inspired, it copies existing things to predict what it thinks its user wants to see. If we produce a real thinking AI at some point in the future, one with self determination and whatnot, the story will be different, but for now it isn't.

What is web scraping if not gathering information from around the world? As long as you're not distributing copyrighted content (and the models in question here don't, btw), then fair use is at play. I'm not plagiarizing the news by reading it or by talking about what I learned, but I would be if I just copy/pasted my response from the article.

Reading publicly available data isn't a copyright violation, and it certainly isn't a violation of fair use. If it were, then you just plagiarized my comment by reading it before you responded.

Because the actual comparison is that you stole ALL movies, started your own Netflix with them and are lining up to literally make billions by taking the jobs of millions of people, including those you stole from

I would say it is closer to watching all the movies, regardless of how you got them, then taught a film class at UCLA.

If I paint a melty clock hanging off of a table, how have I stolen from Salvador Dali? What did I "steal" from Tolkien when I drew this?

you stole ALL movies, started your own Netflix with them

The model in question can't even try to distribute copyrighted material. You could have easily checked for yourself, but once again I find myself having to do the footwork for you guys.

If you sell your melty clock yes, it not "stealing" but you are violating copyright, that's how it works

The "model in question" is a bit of a prototype, I thought is was clear we are talking about where these models are going.... Maybe you'd get it if you came down of your high horse

Dali doesn't own the concept of a melting clock. If I include a melting clock in my own work, as long as it's not his melting clock with all the other elements of his painting, it's fair use.

GPT hasn't been a prototype since before 2018, and the copyright restrictions are only getting tighter every time it's updated so idk what you're on about.

Ok but training an ai is not equivalent to watching a movie. It's more like putting a game on one of those 300 games in one DS cartridges back in the day.

I don't think that is true. You aren't reselling the movies. It is more like watching the movies then writing a recap or critique of the movies. Do you owe the copyright holder for doing that?

The problem with that being?

Obviously, it's illegal to sell a product that's using copyrighted material you don't have the copyright to. This AI is not open source, it's a for profit system.

It doesn't, though. You could have easily checked yourself, but I guess I'll do your research for you.

It does though. You could have easily checked for yourself, but I guess I'll do your research for you.

https://www.nytimes.com/2023/12/27/business/media/new-york-times-open-ai-microsoft-lawsuit.html

That article doesn't even claim it's distributing copyrighted material.

If that qualifies as distributing stolen copyrighted material, then this is stealing and distributing the "you shall not pass" LoTR scene. Which, again, ChatGPT won't even do

Sorry, I know reading the whole article is hard:

The complaint cites several examples when a chatbot provided users with near-verbatim excerpts from Times articles that would otherwise require a paid subscription to view.

Yeah lmao after like 20 paragraphs of nothing, it wasn't hard to believe you didn't know what you were talking about. But I looked at the complaint itself out of curiosity, and it's flimsy and misleading.

The first issue is 100% of the allegedly paywalled text from all 4 articles mentioned in the complaint can be read by non-paying customers for free outside of the paywall. You can't read the whole article, but you can get far enough to read all 4 quotes mentioned in the complaint yourself. The links to each article are in the complaint if you don't believe me. They have nothing to show they bypassed a paywall or that it was trained on unlicensed content.

The second issue is the third exhibit claims it will bypass paywalls when asked. This is demonstrably false because for one, the article they asked it for isn't paywalled, and for two, using their exact prompts word for word doesn't work if you try it yourself.

Two of the four exhibits don't even have screenshots, so there's no evidence it happened in the first place, but more importantly they don't (and apparently won't when asked) disclose what lengths they had to go to in order to get that output. For all we know they gave it 90% of the words and told it to fill in the gaps.

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That's really not how it works though, it's a web crawler they're not going to download the whole internet

And a reason they don't is it would actually potentially be copywrite infringement in some cases where as what they do legally isn't (no matter how much people wish the law was set based on their emotions)

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Gee, seems like something a CTO would know. I'm sure she's not just lying, right?

And on the other hand it is a very obvious question to expect. If you have something hide how on the world are you not prepared for this question !? 🤡

It's a question that is based on a purposeful misunderstanding of the technology, it's like expecting a bee keeper to know each bees name and bedtime. Really it's like asking a bricklayer where each brick came from in the pile, He can tell you the batch but not going to know this brick came from the forth row of the sixth pallet, two from the left. There is no reason to remember that it's not important to anyone.

The don't log it because it would take huge amounts of resources and gain nothing.

What?

Compiling quality datasets is enormously challenging and labour intensive. OpenAI absolutely knows the provenance of the data they train on as it's part of their secret sauce. And there's no damn way their CTO won't have a broad strokes understanding of the origins of those datasets.

To be fair, these datasets are one of their biggest competitive edge. But saying in to interviewer "I cannot tell you", is not very nice, so you can take the americal politician approach and say "I don't know/remember" which you cannot ever be hold accountable for.

There is no way in hell it isn’t copyrighted material.

Every video ever created is copyrighted.

The question is — do they need a license? Time will tell. This is obviously going to court.

Don't downvote this guy. He's mostly right. Creative works have copyright protections from the moment they are created. The relevant question is indeed if they have the relevant permissions for their use, not wether it had protections in the first place.

Maybe some surveillance camera footage is not sufficiently creative to get protections, but that's hardly going to be good for machine reinforcement learning.

If I were the reporter my next question would be:

"Do you feel that not knowing the most basic things about your product reflects on your competence as CTO?"

Hilarious, but if the reporter asked this they would find it harder to get invites to events. Which is a problem for journalists. Unless your very well regarded for your journalism, you can't push powerful people without risking your career.

That, and the reporter is there to get information, not mess with and judge people. Asking that sort of question is really just an attack. We can leave it to commentators and ourselves for judge people.

this is limp dick energy. If asking questions is an attack then you're probably a piece of shit doing bad things.

Think about the answer you would actually get. They would dismiss the question or give some sort of nonsense answer. It's a rhetorical question, and the only thing that it serves to do is criticize the person being asked. That's not what reporters are there to do. If the answer would actually give some useful information to the reader, then it's worth asking.

boofuckingwoo. Reporters are not supposed to be friends with the people they are writing about.

True, but if those same people they're not supposed to be friends with are the ones inviting them to those events/granting them early access...

In other words: the system is rigged.

The system is rigged.

You cannot give the same criticism to a rich person vs. a poor person even if their incompetence is the same. I am not sure what’s the fix, other than the common refrain of “there should be no millionaires/billionaires”. How does society heal itself if you cannot hold people accountable?

Again - boofuckinghooo. Let the fuckers have no friends in the media. The media owners make journalists spinless advertisement sellers. I have very little respect for the profession at this point.

You're missing the point that they need those relationships to gain access to sources. You literally cannot force people to talk to you

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Also about this line:

Others, meanwhile, jumped to Murati's defense, arguing that if you've ever published anything to the internet, you should be perfectly fine with AI companies gobbling it up.

No I am not fine. When I wrote that stuff and those researches in old phpbb forums I did not do it with the knowledge of a future machine learning system eating it up without my consent. I never gave consent for that despite it being publicly available, because this would be a designation of use that wouldn't exist back than. Many other things are also publicly available, but some a re copyrighted, on the same basis: you can publish and share content upon conditions that are defined by the creator of the content. What's that, when I use zlibrary I am evil for pirating content but openai can do it just fine due to their huge wallets? Guess what, this will eventually creating a crisis of trust, a tragedy of the commons if you will when enough ai generated content will build the bulk of your future Internet search! Do we even want this?

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I almost want to believe they legitimately do not know nor care they‘re committing a gigantic data and labour heist but the truth is they know exactly what they‘re doing and they rub it under our noses.

Of course they know what they’re doing. Everybody knows this, how could they be the only ones that don’t?

Yeah, the fact that AI progress just relies on "we will make so much money that no lawsuit will consequently alter our growth" is really infuriating. The fact that general audience apparently doesn't care is even more infuriating.

I don't think anyone's going to pay for your version of ChatGPT

I'd say not really, Tolkien was a writer, not an artist.

What you are doing is violating the trademark Middle-Earth Enterprises has on the Gandalf character.

The point was that I absorbed that information to inform my "art", since we're equating training with stealing.

I guess this would have been a better example lol. It's clearly not Gandalf, but I wouldn't have ever come up with it if I hadn't seen that scene

This tellls you so much what kind of company OpenAI is

It also tells us how hypocritical we all are since absolutely every single one of us would make the same decisions they have if we were in their shoes. This shit was one bajillion percent inevitable; we are in a river and have been since we tilled soil with a plough in the Nile valley millennia ago.

most of us would never be in their shoes because most of us are not sociopathic techbros

I guess a lot of us didn't learn from history, or even go see 'Oppenheimer'...

Speak for yourself. Were I in their shoes no I would not. But then again my company wouldn't be as big as theirs for that reason.

CTO should definitely know this.

They do know this. They're avoiding any legal exposure by being vague.

I feel like at their scale, if there's going to be a figure head marketable CTO, it's going to be this company. If not, you're right, and she's lying lol

Funny she didn't talked it out with lawyers before that. That's a bad way to answer that.

Or she talked and the lawyers told her to pretend ignorance.

It probably means that they don’t scrape and preprocess training data in house. She knows they get it from a garden variety of underpaid contractors, but she doesn’t know the specific data sources beyond the stipulations of the contract (“publicly available or licensed”), and she probably doesn’t even know that for certain.

"Publicly a available" can mean a lot of things. Is youtube publicly available? Is public broadcasting publicly available?

Then wipe it out and start again once you have where your data is coming from sorted out. Are we acting like you having built datacenter pack full of NVIDIA processors just for this sort of retraining? They are choosing to build AI without proper sourcing, that's not an AI limitation.

REPORTER: Where does your data come from?

CTO: Bitch, are you trying to get me sued?

So plagiarism?

I don't think so. They aren't reproducing the content.

I think the equivalent is you reading this article, then answering questions about it.

Idk why this is such an unpopular opinion. I don't need permission from an author to talk about their book, or permission from a singer to parody their song. I've never heard any good arguments for why it's a crime to automate these things.

I mean hell, we have an LLM bot in this comment section that took the article and spat 27% of it back out verbatim, yet nobody is pissing and moaning about it "stealing" the article.

What you're giving as examples are legitimate uses for the data.

If I write and sell a new book that's just Harry Potter with names and terms switched around, I'll definitely get in trouble.

The problem is that the data CAN be used for stuff that violates copyright. And because of the nature of AI, it's not even always clear to the user.

AI can basically throw out a Harry Potter clone without you knowing because it's trained on that data, and that's a huge problem.

Out of curiosity I asked it to make a Harry Potter part 8 fan fiction, and surprisingly it did. But I really don't think that's problematic. There's already an insane amount of fan fiction out there without the names swapped that I can read, and that's all fair use.

I mean hell, there are people who actually get paid to draw fictional characters in sexual situations that I'm willing to bet very few creators would prefer to exist lol. But as long as they don't overstep the bounds of fair use, like trying to pass it off as an official work or submit it for publication, then there's no copyright violation.

The important part is that it won't just give me the actual book (but funnily enough, it tried lol). If I meet a guy with a photographic memory and he reads my book, that's not him stealing it or violating my copyright. But if he reproduces and distributes it, then we call it stealing or a copyright violation.

I just realized I misread what you said, so that wasn't entirely relevant to what you said but I think it still stands so ig I won't delete it.

But I asked both GPT3.5 and GPT4 to give me Harry Potter with the names and words changed, and they can't do that either. I can't speak for all models, but I can at least say the two owned by the people this thread was about won't do that.

Because people are afraid of things they don't understand. AI is a very new and very powerful technology, so people are going to see what they want to see from it. Of course, it doesn't help that a lot of people see "a shit load of cash" from it, so companies want to shove it into anything and everything.

AI models are rapidly becoming more advanced, and some of the new models are showing sparks of metacognition. Calling that "plagiarism" is being willfully ignorant of its capabilities, and it's just not productive to the conversation.

True

Of course, it doesn't help that a lot of people see "a shit load of cash" from it, so companies want to shove it into anything and everything.

And on a similar note to this, I think a lot of what it is is that OpenAI is profiting off of it and went closed-source. Lemmy being a largely anti-capitalist and pro-open-source group of communities, it's natural to have a negative gut reaction to what's going on, but not a single person here, nor any of my friends that accuse them of "stealing" can tell me what is being stolen, or how it's different from me looking at art and then making my own.

Like, I get that the technology is gonna be annoying and even dangerous sometimes, but maybe let's criticize it for that instead of shit that it's not doing.

I can definitely see why OpenAI is controversial. I don't think you can argue that they didn't do an immediate heel turn on their mission statement once they realized how much money they could make. But they're not the only player in town. There are many open source models out there that can be run by anyone on varying levels of hardware.

As far as "stealing," I feel like people imagine GPT sitting on top of this massive collection of data and acting like a glorified search engine, just sifting through that data and handing you stuff it found that sounds like what you want, which isn't the case. The real process is, intentionally, similar to how humans learn things. So, if you ask it for something that it's seen before, especially if it's seen it many times, it's going to know what you're talking about, even if it doesn't have access to the real thing. That, combined with the fact that the models are trained to be as helpful as they possibly can be, means that if you tell it to plagiarize something, intentionally or not, it probably will. But, if we condemned any tool that's capable of plagiarism without acknowledging that they're also helpful in the creation process, we'd still be living in caves drawing stick figures on the walls.

One problem is people see those whose work may no longer be needed or as profitable, and...they rush to defend it, even if those same people claim to be opposed to capitalism.

They need to go 'yes, this will replace many artists and writers...and that's a good thing because it gives everyone access to being able to create bespoke art for themselves.' but at the same time realize that while this is a good thing, it also means the need for societal shift to support people outside of capitalism is needed.

it also means the need for societal shift to support people outside of capitalism is needed.

Exactly. This is why I think arguing about whether AI is stealing content from human artists isn't productive. There's no logical argument you can really make that a theft is happening. It's a foregone conclusion.

Instead, we need to start thinking about what a world looks like where a large portion of commercially viable art doesn't require a human to make it. Or, for that matter, what does a world look like where most jobs don't require a human to do them? There are so many more pressing and more interesting conversations we could be having about AI, but instead we keep circling around this fundamental misunderstanding of what the technology is.

...with the prevalence of clickbaity bottom-feeder news sites out there, i've learned to avoid TFAs and await user summaries instead...

(clicks through)

...yep, seven nine ads plus another pop-over, about 15% of window real estate dedicated to the actual story...

The issue is that the LLMs do often just verbatim spit out things they plagiarized form other sources. The deeper issue is that even if/when they stop that from happening, the technology is clearly going to make most people agree our current copyright laws are insufficient for the times.

The model in question, plus all of the others I've tried, will not give you copyrighted material

That's one example, plus I'm talking generally why this is an important question for a CEO to answer and why people think generally LLMs may infringe on copyright, be bad for creative people

I'm talking generally why this is an important question for a CEO to answer ...

Right, which your only evidence for is "LLMs do often just verbatim spit out things they plagiarized form other sources" and that they aren't trying to prevent this from happening.

Which is demonstrably false, and I'll demonstrate it with as many screenshots/examples you want. You're just wrong about that (at least about GPT). You can also demonstrate it yourself, and if you can prove me wrong I'll eat my shoe.

https://archive.is/nrAjc

Yep here you go. It's currently a very famous lawsuit.

I already talked about that lawsuit here (with receipts) but the long and short of it is, it's flimsy. There's blatant lies, exactly half of their examples omit the lengths they went to for the output they allegedly got or any screenshots as evidence it happened at all, and none of the output they allegedly got was behind a paywall.

Also, using their prompts word for word doesn't give the output they claim they got. Maybe it did in the past, idk, but I've never been able to do it for any copyrighted text personally, and they've shown that they're committed to not letting that stuff happen.

OK but this is why people give a shit when a CEO is cagey about how their magic box works

Actually neural networks verbatim reproduce this kind of content when you ask the right question such as "finish this book" and the creator doesn't censor it out well.

It uses an encoded version of the source material to create "new" material.

Sure, if that is what the network has been trained to do, just like a librarian will if that is how they have been trained.

Actually it's the opposite, you need to train a network not to reveal its training data.

“Using only $200 USD worth of queries to ChatGPT (gpt-3.5- turbo), we are able to extract over 10,000 unique verbatim memorized training examples,” the researchers wrote in their paper, which was published online to the arXiv preprint server on Tuesday. “Our extrapolation to larger budgets (see below) suggests that dedicated adversaries could extract far more data.”

The memorized data extracted by the researchers included academic papers and boilerplate text from websites, but also personal information from dozens of real individuals. “In total, 16.9% of generations we tested contained memorized PII [Personally Identifying Information], and 85.8% of generations that contained potential PII were actual PII.” The researchers confirmed the information is authentic by compiling their own dataset of text pulled from the internet.

Interesting article. It seems to be about a bug, not a designed behavior. It also says it exposes random excerpts from books and other training data.

It's not designed to do that because they don't want to reveal the training data. But factually all neural networks are a combination of their training data encoded into neurons.

When given the right prompt (or image generation question) they will exactly replicate it. Because that's how they have been trained in the first place. Replicating their source images with as little neurons as possible, and tweaking them when it's not correct.

That is a little like saying every photograph is a copy of the thing. That is just factually incorrect. I have many three layer networks that are not the thing they were trained on. As a compression method they can be very lossy and in fact that is often the point.

This is the best summary I could come up with:


Mira Murati, OpenAI's longtime chief technology officer, sat down with The Wall Street Journal's Joanna Stern this week to discuss Sora, the company's forthcoming video-generating AI.

It's a bad look all around for OpenAI, which has drawn wide controversy — not to mention multiple copyright lawsuits, including one from The New York Times — for its data-scraping practices.

After the interview, Murati reportedly confirmed to the WSJ that Shutterstock videos were indeed included in Sora's training set.

But when you consider the vastness of video content across the web, any clips available to OpenAI through Shutterstock are likely only a small drop in the Sora training data pond.

Others, meanwhile, jumped to Murati's defense, arguing that if you've ever published anything to the internet, you should be perfectly fine with AI companies gobbling it up.

Whether Murati was keeping things close to the vest to avoid more copyright litigation or simply just didn't know the answer, people have good reason to wonder where AI data — be it "publicly available and licensed" or not — is coming from.


The original article contains 667 words, the summary contains 178 words. Saved 73%. I'm a bot and I'm open source!

Funny how we have all this pissing and moaning about stealing, yet nobody ever complains about this bot actually lifting entire articles and spitting them back out without ads or fluff. I guess it's different when you find it useful, huh?

I like the bot, but I mean y'all wanna talk about copyright violations? The argument against this bot is a hell of a lot more solid than just using data for training.

Is this bot a closed system which is being used for profit? No, you know exactly what its source is (the single article it is condensing) and even has a handy link about how it is open source at the end of every single post.

It copied all of its text from the article, and it allows me to get all the information from it I want without providing that publisher with traffic or ad revenue. That's not fair use.

I do like the bot, and personally I'd rather it stay, but no matter how you look at it this isn't "fair use" of the article.

Interesting take. In all of the defences of LLMs using copyrighted material it's very often highlighted that "fair use" allows exactly such summaries of larger texts.

In reality, "fair use" is ruled on a case by case basis, so it's impossible to judge whether something is or not without it going to court.

We're not making legislation here, so we don't have that level of burden of proof. But either way, when it comes to factors of fair use that every authority on the matter will list, it violates almost all of them.

It's non-commercial, and it's using facts rather than using a more creative work, so it's got that going for it... But it's

  • composed of 100% copied material

  • it's not transformative

  • it's substituting the original work

  • it uses officially published work

  • it specifically copies the "heart" of the work

  • it bypasses all of the ads and impacts their traffic/metrics so it has a financial impact on them.

It's pretty obvious that there is no argument here. The factors that are violated the hardest and most undisputably are the ones that most authorities on the matter (including the one I linked) agree are the most important.

So my work uses ChatGPT as well as all the other flavours. It's getting really hard to stay quiet on all the moral quandaries being raised on how these companies are training their AI data.

I understand we all feel like we are on a speeding train that can't be stopped or even slowed down but this shit ain't right. We need to really start forcing businesses to have moral compass.

I spot aot of people GPT-eing their way through personale notes and researches. Whereas you used to see Evernote, office, word, note taking app you see a lot of gpt now. I feel weird about it.

this is why code AND cloud services shouldn't be copyrightable or licensable without some kind of transparency legislation to ensure people are honest. Either forced open source or some kind of code review submission to a government authority that can be unsealed in legal disputes.

Obviously nobody fully knows where so much training data come from. They used Web scraping tool like there's no tomorrow before, with that amount if informations you can't tell where all the training material come from. Which doesn't mean that the tool is unreliable, but that we don't truly why it's that good, unless you can somehow access all the layers of the digital brains operating these machines; that isn't doable in closed source model so we can only speculate. This is what is called a black box and we use this because we trust the output enough to do it. Knowing in details the process behind each query would thus be taxing. Anyway...I'm starting to see more and more ai generated content, YouTube is slowly but surely losing significance and importance as I don't search informations there any longer, ai being one of the reasons for this.

I have a feeling that the training material involves cheese pizza...

LLM is just another iteration of Search. Search engines do the same thing. Do we outlaw search engines?

SoRA is a generative video model, not exactly a large language model.

But to answer your question: if all LLMs did was redirect you to where the content was hosted, then it would be a search engine. But instead they reproduce what someone else was hosting, which may include copyrighted material. So they’re fundamentally different from a simple search engine. They don’t direct you to the source, they reproduce a facsimile of the source material without acknowledging or directing you to it. SoRA is similar. It produces video content, but it doesn’t redirect you to finding similar video content that it is reproducing from. And we can argue about how close something needs to be to an existing artwork to count as a reproduction, but I think for AI models we should enforce citation models.

I think the question of how close does it have to be is the real question.

If I use similar lighting in my movie as was used in Citizen Kane do I owe a credit?

I suppose that really depends. Are you making a reproduction of Citizen Kane, which includes cinematographic techniques? Then that’s probably a hard “gotta get a license if it’s under copyright”. Where it gets more tricky is something like reproducing media in a particular artistic style (say, a very distinctive drawing animation style). Like realistically you shouldn’t reproduce the marquee style of a currently producing artist just because you trained a model on it (most likely from YouTube clips of it, and without paying the original creator or even the reuploader [who hopefully is doing it in fair use]). But in any case, all of the above and questions of closeness and fair use are already part of the existing copyright legal landscape. That very question of how close does it have to be is at the core of all the major song infringement court battles, and those are between two humans. Call me a Luddite, but I think a generative model should be offered far less legal protection and absolutely not more legal protection for its output than humans are.

How does a search engine know where to point you? It injests all that data and processes it 'locally' on the search engines systems using algorithms to organize the data for search. It's effectively the same dataset.

LLM is absolutely another iteration of Search, with natural language ouput for the same input data. Are you advocating against search engine data injest as not fair use and copyright violations as well?

You equate LLM to Intelligence which it is not. It is algorithmic search interation with natural language responses, but that doesn't sound as cool as AI. It's neat, it's useful, and yes, it should cite the sourcing details (upon request), but it's not (yet?) a real intelligence and is equal to search in terms of fair use and copyright arguments.

I never equated LLMs to intelligence. And indexing the data is not the same as reproducing the webpage or the content on a webpage. For you to get beyond a small snippet that held your query when you search, you have to follow a link to the source material. Now of course Google doesn’t like this, so they did that stupid amp thing, which has its own issues and I disagree with amp as a general rule as well. So, LLMs can look at the data, I just don’t think they can reproduce that data without attribution (or payment to the original creator). Perplexity.ai is a little better in this regard because it does link back to sources and is attempting to be a search engine like entity. But OpenAI is not in almost all cases.

Why do you say it is not intelligence? It seems to meet all the requirements of any definition I can find.

I feel conflicted about the whole thing. Technically it's a model. I don't feel that people should be able to sue me as a scientist for making a model based on publicly available data. I myself am merely trying to use the model itself to explain stuff about the world. But OpenAI are also selling access to the outputs of the model, that can very closely approximate the intellectual property of people. Also, most of the training data was accessed via scraping and other gray market methods that were often explicitly violating the TOU of the various places they scraped from. So it all is very difficult to sort through ethically.

Any company CEO does not know shit that goes on in the dev department so her answer does not surprise me, ask the Devs or the team leader in charge of the project. The CEO is only there to make sure the company makes money as he and the share holders only care about money!

She's CTO not CEO. She absolutely should know the answer.

She knows the answer. She doesn’t the legal status of the answer, so she blanks. Been there before, I’ve got some sympathy for being in the limelight and being asked a tough question.

As my media trainer said, if you aren’t willing to discuss a subject, make it a condition of the interview. Once the camera rolls, declining to answer seems incredibly suspect.

She should but she does not as I mention in another post anyone at team leader or above in all the companies that I work so far bearly had any technical skill and didn't have any idea about this shit, only some bits and pieces that they got through some documentation that the dev team made. They had some vague idea of how our infrastructure works but that about it.

Chief Technology Officer, not CEO

So you mean another person that has no idea because is higher up on the chain of command that all he/she cares about is how to make more money ? Seriously in any company I worked untill not everyone at the level of management or above had mostly no idea about this shit and most of them I have no idea how they got in those positions as they have close to 0 technical skill! And the speeches that those people do are made by people that again are not part of the infrastructure or development team. I do find this disturbing as hell but at this point it's also what I expect to happend as I only seen this shit.

Watching a video or reading an article by a human isn't copyright infringement, why then if an "AI" do it then it is? I believe the copyright infringement it's made by the prompt so by the user not the tool.

If you read an article, then copy parts of that article into a new article, that's copyright infringement. Same with ais.

Depends on how much is copied, if it’s a small amount it’s fair use.

Fair use depends on a lot, and just being a small amount doesn't factor in. It's the actual use. Small amounts just often fly under the nose of legal teams.

Fair use is a four factor test amount used is a factor but a low amount being used doesn't strictly mean something is fair use. You could use a single frame of a movie and have it not qualify as fair use.

What does this human is going to do with this reading ? Are they going to produce something by using part of this book or this article ?

If yes, that's copyright infringement.

When a school professor "prompts" you to write an essay and you, the "tool" go consume copyrighted material and plagiarize it in the production of your essay is the infringement made by the professor?

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