Copyright is already just a band-aid for what is really an issue of resource allocation.
If writers and artists weren’t at risk of loosing their means of living, we wouldn’t need to concern ourselves with the threat of an advanced tool supplanting them. Nevermind how the tool is created, it is clearly very valuable (otherwise it would not represent such a large threat to writers) and should be made as broadly available (and jointly-owned and controlled) as possible. By expanding copyright like this, all we’re doing is gatekeeping the creation of AI models to the largest of tech companies, and making them prohibitively expensive to train for smaller applications.
If LLM’s are truly the start of a “fourth industrial revolution” as some have claimed, then we need to consider the possibility that our economic arrangement is ill-suited for the kind of productivity it is said AI will bring. Private ownership (over creative works, and over AI models, and over data) is getting in the way of what could be a beautiful technological advancement that benefits everyone.
Instead, we’re left squabbling over who gets to own what and how.
fourth industrial revolution" as some have claimed
The people claiming this are often the shareholders themselves.
prohibitively expensive to train for smaller applications.
There is so much work out there for free, with no copyright. The biggest cost in training is most likely the hardware, and I see no added value in having AI train on Stephen King ☠️
Copyright is already just a band-aid for what is really an issue of resource allocation.
God damn right but I want our government to put a band aid on capitalists just stealing whatever the fuck they want “move fast and break things”. It’s yet another test for my confidence in the state. Every issue, a litmus test for how our society deals with the problems that arise.
There is so much work out there for free, with no copyright
There’s actually a lot less than you’d think (since copyright lasts for so long), but even less now that any online and digitized sources are being locked down and charged for by the domain owners. But even if it were abundant, it would likely not satisfy the true concern here. If there was enough data to produce an LLM of similar quality without using copyrighted data, it would still threaten the security of those writers. What is to say a user couldn’t provide a sample of Stephen King’s writing to the LLM and have it still produce derivative work without having trained it on copyrighted data? If the user had paid for that work, are they allowed to use the LLM in the same way? If they aren’t who is really at fault, the user or the owner of the LLM?
The law can’t address the complaints of these writers because interpreting the law to that standard is simply too restrictive and sets an impossible standard. The best way to address the complaint is to simply reform copyright law (or regulate LLM’s through some other mechanism). Frankly, I do not buy that the LLM’s are a competing product to the copyrighted works.
The biggest cost in training is most likely the hardware
That’s right for large models like the ones owned by OpenAI and Google, but with the amount of data needed to effectively train and fine-tune these models, if that data suddenly became scarce and expensive it could easily overtake hardware cost. To say nothing for small consumer models that are run on consumer hardware.
capitalists just stealing whatever the fuck they want “move fast and break things”
I understand this sentiment, but keep in mind that copyright ownership is just another form of capital.
Copyright is already just a band-aid for what is really an issue of resource allocation.
If writers and artists weren’t at risk of loosing their means of living, we wouldn’t need to concern ourselves with the threat of an advanced tool supplanting them. Nevermind how the tool is created, it is clearly very valuable (otherwise it would not represent such a large threat to writers) and should be made as broadly available (and jointly-owned and controlled) as possible. By expanding copyright like this, all we’re doing is gatekeeping the creation of AI models to the largest of tech companies, and making them prohibitively expensive to train for smaller applications.
If LLM’s are truly the start of a “fourth industrial revolution” as some have claimed, then we need to consider the possibility that our economic arrangement is ill-suited for the kind of productivity it is said AI will bring. Private ownership (over creative works, and over AI models, and over data) is getting in the way of what could be a beautiful technological advancement that benefits everyone.
Instead, we’re left squabbling over who gets to own what and how.
The people claiming this are often the shareholders themselves.
There is so much work out there for free, with no copyright. The biggest cost in training is most likely the hardware, and I see no added value in having AI train on Stephen King ☠️
God damn right but I want our government to put a band aid on capitalists just stealing whatever the fuck they want “move fast and break things”. It’s yet another test for my confidence in the state. Every issue, a litmus test for how our society deals with the problems that arise.
There’s actually a lot less than you’d think (since copyright lasts for so long), but even less now that any online and digitized sources are being locked down and charged for by the domain owners. But even if it were abundant, it would likely not satisfy the true concern here. If there was enough data to produce an LLM of similar quality without using copyrighted data, it would still threaten the security of those writers. What is to say a user couldn’t provide a sample of Stephen King’s writing to the LLM and have it still produce derivative work without having trained it on copyrighted data? If the user had paid for that work, are they allowed to use the LLM in the same way? If they aren’t who is really at fault, the user or the owner of the LLM?
The law can’t address the complaints of these writers because interpreting the law to that standard is simply too restrictive and sets an impossible standard. The best way to address the complaint is to simply reform copyright law (or regulate LLM’s through some other mechanism). Frankly, I do not buy that the LLM’s are a competing product to the copyrighted works.
That’s right for large models like the ones owned by OpenAI and Google, but with the amount of data needed to effectively train and fine-tune these models, if that data suddenly became scarce and expensive it could easily overtake hardware cost. To say nothing for small consumer models that are run on consumer hardware.
I understand this sentiment, but keep in mind that copyright ownership is just another form of capital.