Latest developments in generative AI and copyright: An in-depth analysis
The rapid evolution of generative artificial intelligence (AI) has transformed the creation and use of content, raising complex questions regarding copyright. This article provides a comprehensive overview of recent legal actions and legislative initiatives related to generative AI and copyright, highlighting the challenges and opportunities that emerge in this dynamic landscape.
Recent legal actions in the United States
In the United States, several lawsuits have been initiated concerning the use of copyrighted works in training generative AI models.
Case of Kadrey v. Meta
In this class action lawsuit, authors Richard Kadrey, Sarah Silverman, and Christopher Golden allege that Meta Platforms Inc. infringed their copyrights by using their books to train its AI model, LLaMA (Large Language Model Meta AI). On November 20, 2023, the U.S. District Court for the Northern District of California dismissed several claims, including those for direct copyright infringement based on the derivative work theory and vicarious copyright infringement. However, the court allowed the plaintiffs’ claims related to the removal of copyright management information under the Digital Millennium Copyright Act (DMCA) to proceed, acknowledging that the plaintiffs had alleged sufficient injury for Article III standing. Subsequently, on March 10, 2025, the plaintiffs filed a motion for partial summary judgment on direct copyright infringement, arguing that Meta cannot rely on a fair use defense concerning its alleged acquisition of “millions of pirated works” used to train its model.
Legal proceedings against OpenAI and Microsoft
In December 2023, The New York Times filed a lawsuit against OpenAI and Microsoft, alleging that their AI models were trained using the newspaper’s articles without authorization, constituting copyright infringement. This case underscores the growing tensions between content creators and AI developers regarding the use of protected works in AI training. As of March 2025, a federal judge has allowed the lawsuit to proceed, dismissing some claims but permitting the core allegations of copyright infringement to move forward.
International legal developments
Legal actions related to generative AI and copyright are also increasing internationally.
Legal action in France against Meta
In France, three associations representing authors and publishers—the Syndicat National de l’Édition (SNE), the Société des Gens de Lettres (SGDL), and the Syndicat National des Auteurs et des Compositeurs (SNAC)—have initiated proceedings against Meta. They allege that Meta used copyrighted works without authorization to train its generative AI model. This is the first action of its kind in France, demanding copyright enforcement and the complete removal of data repositories used for AI training.
Legislative and regulatory initiatives
In response to these challenges, several legislative and regulatory initiatives have been proposed or implemented.
United States: Generative AI Copyright Disclosure Act
In April 2024, U.S. Representative Adam Schiff introduced the Generative AI Copyright Disclosure Act. This bill requires companies to disclose the copyrighted works used to train their generative AI systems by submitting a notice to the Register of Copyrights at least 30 days before the public release of a new or updated AI model. Penalties for non-compliance start at $5,000, with no maximum penalty specified.
European Union: AI Act
In the European Union, the proposed Artificial Intelligence Act (AI Act), which was formally adopted on 13 March 2024, includes specific provisions designed to address intellectual property concerns related to generative AI.
Among its key requirements, the AI Act mandates that developers of general-purpose AI models, including generative AI systems, must provide detailed documentation on the content used for training, including information on whether the datasets contain copyright-protected material. This transparency obligation is aimed at ensuring that rights holders are aware of how their works may have been used.
Additionally, the Act introduces a duty to clearly label AI-generated content, enabling consumers and rightsholders to identify content created without direct human authorship.
These measures reflect the EU’s broader objective to strike a balance between fostering AI innovation and safeguarding intellectual property rights, especially as tensions grow between creators and developers of large-scale AI systems.
Conclusion
The intersection of generative AI and copyright law is a rapidly evolving field, marked by significant legal actions and legislative efforts worldwide. As AI technology continues to advance, it is imperative for stakeholders—including developers, content creators, and legal professionals—to stay informed and engaged with these developments to navigate the complex landscape effectively.
FAQs
What is generative AI?
Generative AI refers to artificial intelligence systems capable of creating content, such as text, images, or music, based on patterns learned from existing data.
Why is generative AI raising copyright concerns?
Generative AI models are often trained on large datasets that include copyrighted works, leading to concerns about unauthorized use and potential infringement.
What is the Generative AI Copyright Disclosure Act?
It is a proposed U.S. legislation requiring companies to disclose the copyrighted materials used to train their generative AI systems, aiming to increase transparency and protect creators’ rights.
How is the European Union addressing AI and copyright issues?
The EU’s proposed Artificial Intelligence Act includes provisions for transparency in the use of copyrighted materials for AI training and mandates labeling of AI-generated content.
What should companies developing generative AI models consider regarding copyright?
Companies should ensure they have the necessary rights or licenses for the data used in training their models and stay informed about evolving legal and regulatory requirements to mitigate infringement risks.
At Dreyfus Law Firm, we specialize in intellectual property law and are committed to assisting clients in navigating the complex intersection of AI and copyright. Our firm collaborates with a global network of attorneys specializing in intellectual property to provide comprehensive support.
Dreyfus Law Firm is in partnership with a global network of Intellectual Property attorneys, ensuring comprehensive assistance for businesses worldwide.




When changing Facebook to Meta, Mark Zuckerberg tried to justify Meta as the future. The metaverse is indeed a reality for millions of online players, a place to meet, interact, and create in this new world.

Aside from including related rights for press publishers and press agencies, and rebalancing relations between rights holders and content sharing platforms, the 



While one generally refers to the “three criteria” of the UDRP (a trademark similar to the domain name; the absence of rights or legitimate interests of the defendant in the disputed domain name; and the bad faith of the registrant), it should be kept in mind that bad faith in UDRP matters has two aspects: the first is bad faith registration and the second is bad faith usage. Therefore, proving only one of these elements is insufficient even though it may be considered “fair” that a name used in bad faith should be transferred to the applicant.
“Intellectual property was viewed with passion – and in a style steeped in pre-Romanticism! – as “the most sacred, the most legitimate, the most unassailable […], the most personal of properties”; “The least likely to be contested, the one whose increase can neither hurt republican equality, nor overshadow freedom,” said Patrick Tafforeau in his book Intellectual Property Law published in 2017.



Source: WIPO, Arbitration and Mediation Center, Nov. 24, 2020, case DRO2020-0007, NAOS c/ Bioderm Medical Center
Since the advent of the General Data Protection Regulations (GDPR), it has become really difficult to obtain information about the registrant of a domain name. This obviously complicates the dialogue between trademark and domain name holders.

Domain Privacy Service FBO Registrant / Cobra Jet, Cobrajetaviation Cobrajet, Inc. located in the United States, has filed an UDRP complaint to obtain the transfer of the domain name <cobrajetaviation.com>, reserved by the Egyptian company Cobra Jet, Cobrajetaviation which would harm its Egyptian trademark Cobrajet.

Webinar September 10, 2020 :





The domain name extensions (gTLDs) “.cars”, “.car” and “.auto” are about to be auctioned on July 13, 2020. Launched in 2015, these extensions have been at the forefront of innovation in the domain name and automotive marketing. They have been used around the world by dealerships, startups and major automotive technology companies.
In a decision of the Court of Justice of the European Union from April entretiennent, 2020 Gugler France SA v Gugler GmbH (Case No 736/18), the Tenth Chamber held, in the context of an invalidity action, that there is no likelihood of confusion between a trade mark and an earlier corporate name if, at the time of filing, the companies do in fact maintain economic links, and provided that there is no likelihood of error among the public as to the origin of the designated goods.
The judges of the Paris Court of Appeal, ruling on a referral from the Court of Cassation, adopted a strict approach to similarities between a figurative trademark and a later , semi-figurative trademark in a dispute between two companies specialized in ready-to-wear clothing.
the sign, in particular for clothing products.

Legal issues relating to the ownership of inventions and works created using artificial intelligence (or “AI”) are at the forefront for a variety of businesses.
CJEU – September 5, 2019
WIPO, Arbitration and Mediation Center, March 5, 2020, No. D2019-2887, SYMPHONY HOLDINGS LIMITED V. JAIMIE FULLER, FULLER CONSULTANCY F.Z.E.
With the development of social networks, creativity on Internet expanded to a point that it became almost imposible for an artist or 
Due to the current health situation, the majority of companies have reduced their activity. This suspension or reduction of activity will have an impact on all intellectual property and may in particular result in the non-use of the trademark by the owner, leading to its forfeiture.
In honor of the 22nd World Anti-Counterfeiting Day, Dreyfus Law Firm attended a Webinar organized by 

Source: WIPO, Arbitration and Mediation Center, Jan. 30, 2020, No. D2019-2937, Scalpers Fashion, S.L. c/ Dreamissary Hostmaster


The gTLD <.com> apparently occupies more than 40% of the domain name market share, according to statistics provided by the site www.domainnamestat.com. These results confirm that it is an unavoidable extension, especially because the <.com>, which addresses the whole world, is a strong rallying sign.
Domain names appear to be a fertile ground for innovators related to blockchain technology.
With the publication of Decree No. 2020-15 adopted for the application of the 
The 2019 Finance Act harmonizes French and European tax rules in order to best promote the investment of patentable creations and inventions. We are talking about the French IP Box.

As of April 1, 2020, it is now possible to bring actions for cancellation on grounds of invalidity and revocation on grounds of nonuse of trademarks at the French trademark Office –INPI.

Advice Group is an Italian company founded in 2006 and specialized in marketing. It is based in Turin but has offices in Rome, Bari and subsidiaries in Bulgaria, Kosovo, Portugal, Colombia and Peru.
The Swiss company Blockwords AG, formerly known as Swiss Future Project AG, operates an encryption exchange under the sign SCX, which was registered as a Swiss trademark on December 19, 2017.
The CJEU rendered a crucial decision in its recent 
Dreyfus & associés, in association with INTA, had the pleasure of organizing a breakfast debate last February.
While one generally refers to the “three criteria” of the UDRP (a trademark similar to the domain name; the absence of rights or legitimate interests of the defendant in the disputed domain name; and the bad faith of the registrant), it should be kept in mind that bad faith in UDRP matters has two aspects: the first is bad faith registration and the second is bad faith usage. Therefore, proving only one of these elements is insufficient even though it may be considered “fair” that a name used in bad faith should be transferred to the applicant.



Meet Nathalie Dreyfus at the 
The 
On April 23rd 2019, the 
The WHOIS protocol now appears to be outdated due to the evolution of technical requirements in the digital era. Indeed, this tool, provided by registrars, is inter alia not capable of working with either encoding or with non-latin characters. Consequently, since 2015, ICANN in collaboration with the Internet Engineering Task Force (IEFT) has been working on the replacement of WHOIS through the RDAP (Registration Data Access Protocol), in compliance with the Temporary Specifications and the GDPR.
Companies which specialise in the audiovisual sector often require protection for their program titles through trademark law. If granted, this protection obviously offers considerable advantages for the company, but it is necessary to take into consideration some limits to it.
Cyber-attacks are on the rise, and they are becoming more sophisticated. Our current business model is globally interconnected; commercial transactions and even social life transcend national borders. Consequently, our vulnerability to cyber-attacks has been increased, however, the competences of the cyber security and police authorities, as well as political responses, are predominantly national.
Protecting authors’ rights is a necessity in the digital age, as information flows more and more easily. That is why 
On March 29, 2019, the registry in charge of <.eu> domain names (EURid) announced the extension of its contract with the European Commission until October 12, 2022 under the Regulation (EU) 2019/517 of March 19, 2019 (“the 2019 Regulation”).

The 65th international meeting of the 
According to the 
Nathalie Dreyfus has been admitted as panelist and arbitrator in the CIRA Panel (Canadian Internet Registration Authority).


In a short time, networking sites have become one of the main channels for companies’ communication. eBay, Tripadvisors, Amazon or even the more conventional social networks such as Facebook or Twitter have, in fact, become preferential showcases for advertising. They do undoubtedly represent an opportunity for making a company visible, but they nonetheless pose a real threat to reputation. Companies are now faced with a new, major challenge in terms of unfair competition, that is to say “fake customer reviews”, that, although false, have a great influence on the consumption of the products and services they target.
After the filing of an intellectual property right, several types of changes are likely to occur, such as the owner’s move, the change of his name in a legal way or the assignment of his rights. Such corrections must be recorded in the relevant register, as this could have very damaging consequences for the holder.