California’s AB 412 is being offered as a transparency breakthrough—a legislation that lastly forces AI builders to inform artists and authors whether or not their works had been used to coach generative fashions. On paper, that seems like progress and perhaps it’s a bit. In actuality, it repeats one of many oldest and most damaging errors in American copyright coverage: it ties disclosure to registration. Though each concern copyright, these are two unrelated issues and are a really US-centric approach to have a look at the in any other case spherical world. It’s type of like the way in which attorneys tie any accounting reference to “in line with GAAP” with out checking whether or not GAAP even applies. Tying “copyright” to “registration” merely creates an ambiguity the place readability is required. Would you say to the French that you’ll not defend Camus within the authentic French from AI as a result of he didn’t register his works within the US?
AB 412: Transparency With an Asterisk
Underneath AB 412, the brand new disclosure obligation applies solely to “lined supplies,” outlined as works which are registered, preregistered, or listed with the U.S. Copyright Workplace. The invoice doesn’t attain the billions of unregistered works that fill coaching units—information articles, blogs, podcasts, lyrics, indie recordings, and social media posts, to not point out many works from outdoors the US or in languages aside from English.
This creates an apparent escape hatch for AI builders (who probably haven’t any intention of complying anyway): merely filter out the small universe of registered works and preserve ingesting every little thing else. The mannequin stays educated on huge quantities of copyrighted expression, however the developer avoids all disclosure obligations. Briefly, AB 412 is a discover requirement just for the already seen, not for all of the works truly in danger.
And it’s not even a damages statute. In contrast to Title 17, AB 412 doesn’t cope with statutory penalties or treatments for infringement; it’s merely a documentation and response rule. That makes the registration restriction even tougher to justify. If the legislation’s purpose is transparency, why exclude unregistered works that also get pleasure from copyright safety beneath U.S. and worldwide legislation?
The Bartz Settlement: Registration as a Paywall
The identical drawback reappears within the proposed Bartz v. Anthropic settlement, which additionally limits participation to authors of registered works. The impact is predictable: creators who couldn’t afford to register—or who’re international nationals not required to register beneath the Berne Conference—are shut out of restoration altogether. Which is the very first thing that got here up throughout a latest dialogue of the Bartz settlement on the Apollon convention in Athens.
That’s not a technical oversight. It’s a structural filter designed to maintain payouts small and manageable. By excluding unregistered and international works, the settlement turns registration right into a gatekeeping system for compensation, regardless that registration has by no means been a precondition of copyright possession. It’s additionally the type of factor that it’s simple to nod your head to if you happen to don’t have a powerful connection to the world outdoors the US the place registration is considered as verging on an insult, not a treatment.
Evaluate: Lowery v. Rhapsody
Distinction that with the David Lowery v. Rhapsody class motion settlement, which didn’t require registration for participation. It paid much less for unregistered works—roughly half of statutory damages—nevertheless it acknowledged the easy actuality that copyright exists upon fixation, not authorities paperwork. Lowery’s case revered that precept even in settlement; Bartz and AB 412 discard it.
How This Penalizes Overseas Authors
Overseas authors are hit particularly onerous. Underneath the Berne Conference, member nations—together with the US—can’t impose formalities like registration as a situation for having fun with or exercising copyright. Of their dwelling nations, artists don’t must file something to carry rights. AB 412 and the Bartz settlement ignore that by demanding U.S. registration numbers as proof of entitlement. There’s not less than a fig leaf of relevance in Bartz, however there’s none in a disclosure statute.
The outcome: a French novelist whose work is scraped right into a large-language-model corpus will get no disclosure beneath AB 412; a Japanese songwriter whose lyric books seem in a coaching set will get no standing within the Bartz settlement; a Nigerian journalist whose articles are copied for AI datasets has no mechanism to ask or recuperate. All are excluded not as a result of they lack rights, however as a result of they adopted the worldwide norm of no formalities.
The Coverage Inversion
The logic of registration is easy in infringement litigation—it’s a threshold for statutory damages. However AB 412 isn’t about damages. It’s about disclosure and accountability. If a creator’s work was used, they need to know, whether or not or not they registered. By importing the registration check right into a transparency legislation, California managed to invert the aim of copyright: rewarding those that have already got authorized infrastructure whereas leaving everybody else invisible.
In apply, this implies: huge publishers and labels—who already register their catalogs—acquire new leverage; impartial, digital-native, and international creators—who kind the true artistic commons of the web—stay unprotected and uninformed; AI builders get a de facto protected harbor: use unregistered works and also you owe nothing, not even a proof. If that’s not going to carry a smile to Leland Stanford, I don’t know what’s going to.
What’s to be Achieved?
If California’s lawmakers genuinely wish to promote transparency, the repair is easy: develop AB 412 to cowl all expressive works, not simply these registered with the U.S. Copyright Workplace; create a impartial repository the place creators can submit proof of authorship, no matter registration; and coordinate with federal businesses to make sure compliance with the Berne Conference’s ban on formalities.
Transparency can’t rely upon who paid a submitting price. In any other case, AB 412 turns into precisely what the Bartz settlement is shaping as much as be—a registry for the privileged few and a roadmap for everybody else’s exploitation.



