US Copyright Office found AI companies breach copyright. Its boss was fired

1. Criticizes a highly useful technology 2. Matches a potentially-outdated, strict interpretation of copyright law

My opinion: I think using copyrighted data to train models for sure seems classically illegal. Despite that, Humans can read a book, get inspiration, and write a new book and not be litigated against. When I look at the litany of derivative fantasy novels, it's obvious they're not all fully independent works.

Since AI is and will continue to be so useful and transformative, I think we just need to acknowledge that our laws did not accomodate this use-case, then we should change them.

Copyright only comes into play on publication. It's only concerned about publication of the models and publication of works. The machine itself doesn't have agency to publish anything at this point.

"Humans are allowed to breathe, so our machine is too, because it is operated by humans!"

Point being, laws aren't some God-ordained rules, beautiful in their fractal recursive abstraction, perfectly covering everything that will ever happen in the universe. No, laws are more or less crude hacks that deal with here and now. Intellectual property rights were questionable from the start and only got worse; they've been barely keeping up with digital media in the past couple decades, and they're entirely ill-equipped to deal with generative AI. This is a new situation, and laws need to be updated to cover it.

Except in this case, we already have the equivalent of "laws about oxygen consumption": copyright.

> Intellectual property rights were questionable from the start and only got worse; they've been barely keeping up with digital media in the past couple decades, and they're entirely ill-equipped to deal with generative AI.

The laws are not "entirely ill-equipped to deal with generative AI," unless your interests lie in breaking them. All the hand-waving about the laws being "questionable" and "entirely ill-equipped" is just noise.

Under current law OpenAI, Google, etc. have no right to cheap training data, because someone made that data and may have the reasonable interest in getting paid for their efforts. Like all businesses, those companies would ideally like the law to be unfairly biased towards them: to protect them when they charge as much as they can, but not protect anyone else so they can pay as little as possible.

That's the thing though: intuitively, they do - training the model != generating from the model, and it's the output of a generation that violates copyright (and the user-supplied prompt is a crucial ingredient in getting the potentially copyrighted material to appear). And legally, that's AFAIK still an open question.

> Like all businesses, those companies would ideally like the law to be unfairly biased towards them: to protect them when they charge as much as they can, but not protect anyone else so they can pay as little as possible.

That's 100% true. I know that, I'm not denying that. But in this particular case, I find my own views align with their case. I'm not begrudging them for raking in heaps of money offering generative AI services, because they're legitimately offering value that's at least commensurate (IMHO it's much greater) to what they charge, and that value comes entirely from the work they're uniquely able to do, and any individual work that went into training data contributes approximately zero to it.

(GenAI doesn't rely on any individual work in training data; it relies on the breadth and amount being a notable fraction of humanity's total intellectual output. It so happens that almost all knowledge and culture is subject to copyright, so you couldn't really get to this without stepping on some legal landmines.)

(Also, much like AI companies would like the law to favor them, their opponents in this case would like the law to dictate they should be compensated for their works being used in training data, but compensated way beyond any value their works bring in, which in reality is, again, approximately zero.)