LocalLLaMA
Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.
Get support from the community! Ask questions, share prompts, discuss benchmarks, get hyped at the latest and greatest model releases! Enjoy talking about our awesome hobby.
As ambassadors of the self-hosting machine learning community, we strive to support each other and share our enthusiasm in a positive constructive way.
Rules:
Rule 1 - No harassment or personal character attacks of community members. I.E no namecalling, no generalizing entire groups of people that make up our community, no baseless personal insults.
Rule 2 - No comparing artificial intelligence/machine learning models to cryptocurrency. I.E no comparing the usefulness of models to that of NFTs, no comparing the resource usage required to train a model is anything close to maintaining a blockchain/ mining for crypto, no implying its just a fad/bubble that will leave people with nothing of value when it burst.
Rule 3 - No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.
Rule 4 - No implying that models are devoid of purpose or potential for enriching peoples lives.
view the rest of the comments
Hmmh. It's a bit complicated. "Fair Use" is a concept in Common law countries, but lots of European countries do it a bit differently. We here in Germany need specific limitations and exceptions from copyright. And we have some for art and science, education, personal use and citations and so on. But things like electronic data transfer, internet culture and more recently text- and datamining needed to be added on top. And even datamining was very specific and didn't fit AI in it's current form. And we don't have something like Fair Use to base it upon.
From my perspective, I'm still not entirely convinced Fair Use is a good fit, though. For one it doesn't properly deal with the difference of doing something commercially and for research or personal use, and I believe some nuance would help here, big rich companies could afford to pay something. And as AI is disruptive, it has some effect on the original work and balancing that is somehow part of Fair Use. And then the same copyright concept has higher standards for example in music production and sampling things from other songs that are recognizable in the resulting work. And I don't think we have a clear way how something like that translates to text and AI. And it can reproduce paragraphs, or paint a recognizable Mickey Mouse and in some way it's in there in the model and leads to other issues. And then all the lines are blurry and it still needs a massive amount of lawsuits to settle how much sounding like Scarlett Johansson is too much sounding like her... I'd say even the US might need more clarity on a lot of legal questions and it's not just handled by Fair Use as is... But yeah, "transformative" is somewhat at the core of it. I can also read books, learn something and apply the knowledge from it. Or combine things together and create something new/transformative.
Of course, it would be better if governments would pass sensible laws on AI training. These lawsuits are a complete waste. But you can see the problem in Europe. The copyright industry has too much power. You don't get good laws. (In fairness, Japan did pretty well.)
That needs to be considered in fair use, but I don't see what difference it would make here.
That's a line by the copyright lobbyists. But economics doesn't work like that.
In a competitive market, producers must pass on costs. EG coffee and cocoa beans have become more expensive on world markets in the last year, so now coffee and chocolate are more expensive in stores.
AI is quite competitive. If AI firms are forced to pay license fees, then AI subscriptions will become more expensive for consumers. The money goes straight from everyone to rights-holders; a few people at the top.
Sure. I mean we're a bit different at both sides of the Atlantic. Europe regulates a lot more. We're not supposed to be ripped off by big companies, they're not supposed to invade our privacy, pollute the environment unregulated... Whether we succeed at that is a different story. But I believe that's the general idea behind social democracy and the European spirit. We value our freedom from being used and that's also why we don't have a two weeks notice and we do have regulated working hours and a lot of rules and bureaucracy. The US is more freedom to do something. Opportunity. And in my eyes that's the reason why it's the US with a lot of tech giants and AI companies. That just fosters growth. Of course it also includes negative effects on society and the people. But I don't think "right" and "wrong" are fitting categories here. It's a different approach and everything has consequences. We try to balance more, and Europe is more balanced than the US. But that comes at a cost.
Well, I don't think there is a lot of good things about copyright to begin with. Humanity would be better off if information were to be free and everyone had access to everything, could learn, remix and use and create what they like.
I think of copyright more as an necessary evil. But somehow we needed Terry Pratchett to be able to make a living by writing novels. My favorite computer magazine needs to pay their employees. A music band can focus on a new album once they get paid for that... So I don't think we need copyright in specific. But we need some way so people write books, music etc... Hollywood also did some nice movies and tv shows and they cost a lot of money.
I don't have an issue with AI users paying more. Why should we subsidise them, and force the supply chain to do work for a set price? That's not how other businesses work. The chocolate manufacturer isn't the only one making profit, but an entire chain from farmer to the supermarket gets to take part in earning money, which culminates in one product. I don't see why it has to be handled differently for AI.
And what I like about the approach in Europe is that there is some nuance to it. I mean I don't agree 100% but at least they incentivise companies to be a bit more transparent, and they try to differentiate between research to the benefit of everyone and for-profit interest. And they try to tackle bad use-cases and I think that's something society will appreciate once the entire internet is full of slop and misinformation by bad actors. Though, I don't think we have good laws for that as of now.
I know those narratives, as the humanities people call this. I don't know if you know the term. You know commercials. They rarely give you facts. They don't give you technical data about performance, durability, or such. Usually, a commercial is a little story, maybe just a few nice people having fun. When you see the product and think about buying, you can see yourself living that story. Maybe you see yourself in a new car speeding unhindered down an empty road; not stuck in traffic like those suckers you see every day in reality.
You don't convince people with facts. You use psychological manipulation. If you think about history, people mostly believed religious stories about what happened in the world. That many people in developed countries defer to scientific facts is unusual. Of course, many don't. The stories are much nicer. Let's face it: The only reason we put up with ugly, meaningless facts is because we are reliant on technology.
We want the good life. We want to be healthy, and not having to worry about food or shelter. We want comforts, like flowing hot and cold water; an extravagant luxury for most humans throughout history and even today. In war, we want the best weapons, so that it is the other guys who do the dying.
So the question is: Do you prefer the feel-good-story or do you want a society that works for everyone?
You cannot have both.
I'm a bit in the science/facts bubble. I mean sure, advertisements and narratives are effective, and I'm not exempt. But I'd like to know the truth. And have politics based on scientific evidence. The goal is to strive and have a nice life, eveyone should be happy if possible. And then we use science to tell what kind of laws we need. Are all students delegating their homework to ChatGPT and they don't learn anything anymore? Find ways so school achieves it's goal. Do we confuse reality and fiction? Find ways to mitigate for that, e.g. watermarking. Do we loose all artists and creative people? Find ways so they can be part of society... I mean sometimes we can have a cake and eat it too, especially with technology. But we need to be clever.