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Training data at scale unavoidably taints models with vast amounts of references to the same widespread ideas that appear repeatedly in said data, so because th

Training data at scale unavoidably taints models with vast amounts of references to the same widespread ideas that appear repeatedly in said data, so because the model has "seen" probably millions of photos of Indiana Jones, if you ask for an image of an archeologist who wears a hat and uses a whip, it's weighted averages are going to lead it to create something extremely similar to Indiana Jones because it has seen Indiana Jones so much. Disintegrating IP into trillions of pieces and then responding to an instruction to create it with something so close to the IP as to barely be distinguishable is still infringement. The flip-side to that is the truly "original" images where no overt references are present all look kinda similar. If you run vague enough prompts to get something new that won't land you in hot water, you end up with a sort of stock-photo adjacent looking image where the lighting doesn't make sense and is completely unmotivated, the framing is strange, and everything has this over-smoothed, over-tuned "magazine copy editor doesn't understand the concept of restraint" look.

tpmoney 2y ago
> if you ask for an image of an archeologist who wears a hat and uses a whip, it's weighted averages are going to lead it to create something extremely similar to Indiana Jones because it has seen Indiana Jones so much. If you ask a human artist for an image of "an archeologist who wears a hat and uses a whip" you're also going to get something extremely similar to Indiana Jones unless you explicitly ask for something else. Let's imagine we go to deviantart and ask some folks to draw us some drawing from these prompts: A blond haired fighter from a fantasy world that wears a green tunic and green pointy cap and used a sword and shield. A foreboding space villain with all black armor, a cape and full face breathing apparatus that uses a laser sword. A pudgy plumber in blue overalls and a red cap of Italian descent I don't know about you but I would expect with nothing more than that, most of the time you're going to get something very close to Link, Darth Vader and Mario. Link might be the one with the best chance to get something different just because the number of publicly known images of "fantasy world heroes" is much more diverse than the set of "black armored space samurai" and "Italian plumbers" > Disintegrating IP into trillions of pieces and then responding to an instruction to create it with something so close to the IP as to barely be distinguishable is still infringement. But it's the person that causes the creation of the infringing material that is responsible for the infringement, not the machine or device itself. A xerox machine is a machine that disintegrates IP into trillions of pieces and then responds to instructions to duplicate that IP almost exactly (or to the best of its abilities). And when that functionality was challenged, the courts rightfully found that a xerox machine in and of itself, regardless of its capability to be used for infringement is not in and of itself infringing.
- Riverheart 2y ago
  You know why we put up with copyrighted info in the human brain right? Because those are human beings, it’s unavoidable. This? Avoidable. Also, the model isn’t a human brain. Nobody has invented a human brain. And the model might not infringe if its inputs are licensed but that doesn’t seem to be the case for most and it’s not clearly transparent they don’t. If the inputs are bad, the intent of the user is meaningless. I can ask for a generic super hero and not mean to get superman but if I do I can’t blame that on myself, I had no role in it, heck even the model doesn’t know what it’s doing, it’s just a function. If I Xerox Superman my intent is clear.
  - tpmoney 2y ago
    > You know why we put up with copyrighted info in the human brain right? Because those are human beings, it’s unavoidable. I would hope we put up with it because "copyright" is only useful to us insofar as it advances good things that we want in our society. I certainly don't want to live in a world where if we could forcibly remove copyrighted information from human brains as soon as the "license" expired that we would do so. That seems like a dystopian hell worse than even the worst possible predictions of AI's detractors. > I can ask for a generic super hero and not mean to get superman but if I do I can’t blame that on myself, I had no role in it, heck even the model doesn’t know what it’s doing, it’s just a function. And if you turn around and discard that output and ask for something else, then no harm has been caused. Just like when artists trace other artists work for practice, no harm is caused and while it might be copyright infringement in a "literal meaning of the words" it's also not something that as a society we consider meaningfully infringing. If on the other hand, said budding artist started selling copies of those traces, or making video games using assets scanned from those traces, then we do consider it infringement worth worrying about. > If I Xerox Superman my intent is clear. Is it? If you have a broken xerox machine and you think you have it fixed, grab the nearest papers you can find and as a result of testing the machine xerox Superman, what is your intent? I don't think it was to commit copyright infringement, even if again in the "literal meaning of the words" sense you absolutely did.
    - Riverheart 2y ago

tpmoney 2y ago

> if you ask for an image of an archeologist who wears a hat and uses a whip, it's weighted averages are going to lead it to create something extremely similar to Indiana Jones because it has seen Indiana Jones so much. If you ask a human artist for an image of "an archeologist who wears a hat and uses a whip" you're also going to get something extremely similar to Indiana Jones unless you explicitly ask for something else. Let's imagine we go to deviantart and ask some folks to draw us some drawing from these prompts: A blond haired fighter from a fantasy world that wears a green tunic and green pointy cap and used a sword and shield. A foreboding space villain with all black armor, a cape and full face breathing apparatus that uses a laser sword. A pudgy plumber in blue overalls and a red cap of Italian descent I don't know about you but I would expect with nothing more than that, most of the time you're going to get something very close to Link, Darth Vader and Mario. Link might be the one with the best chance to get something different just because the number of publicly known images of "fantasy world heroes" is much more diverse than the set of "black armored space samurai" and "Italian plumbers" > Disintegrating IP into trillions of pieces and then responding to an instruction to create it with something so close to the IP as to barely be distinguishable is still infringement. But it's the person that causes the creation of the infringing material that is responsible for the infringement, not the machine or device itself. A xerox machine is a machine that disintegrates IP into trillions of pieces and then responds to instructions to duplicate that IP almost exactly (or to the best of its abilities). And when that functionality was challenged, the courts rightfully found that a xerox machine in and of itself, regardless of its capability to be used for infringement is not in and of itself infringing.

Riverheart 2y ago
You know why we put up with copyrighted info in the human brain right? Because those are human beings, it’s unavoidable. This? Avoidable. Also, the model isn’t a human brain. Nobody has invented a human brain. And the model might not infringe if its inputs are licensed but that doesn’t seem to be the case for most and it’s not clearly transparent they don’t. If the inputs are bad, the intent of the user is meaningless. I can ask for a generic super hero and not mean to get superman but if I do I can’t blame that on myself, I had no role in it, heck even the model doesn’t know what it’s doing, it’s just a function. If I Xerox Superman my intent is clear.
- tpmoney 2y ago
  > You know why we put up with copyrighted info in the human brain right? Because those are human beings, it’s unavoidable. I would hope we put up with it because "copyright" is only useful to us insofar as it advances good things that we want in our society. I certainly don't want to live in a world where if we could forcibly remove copyrighted information from human brains as soon as the "license" expired that we would do so. That seems like a dystopian hell worse than even the worst possible predictions of AI's detractors. > I can ask for a generic super hero and not mean to get superman but if I do I can’t blame that on myself, I had no role in it, heck even the model doesn’t know what it’s doing, it’s just a function. And if you turn around and discard that output and ask for something else, then no harm has been caused. Just like when artists trace other artists work for practice, no harm is caused and while it might be copyright infringement in a "literal meaning of the words" it's also not something that as a society we consider meaningfully infringing. If on the other hand, said budding artist started selling copies of those traces, or making video games using assets scanned from those traces, then we do consider it infringement worth worrying about. > If I Xerox Superman my intent is clear. Is it? If you have a broken xerox machine and you think you have it fixed, grab the nearest papers you can find and as a result of testing the machine xerox Superman, what is your intent? I don't think it was to commit copyright infringement, even if again in the "literal meaning of the words" sense you absolutely did.
  - Riverheart 2y ago