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EU Parliament’s AI Act Proposals Introduce New Obligations for Foundation Models and Generative AI

By Marianna Drake, Lisa Peets & Allan Topol on May 24, 2023
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On 11 May 2023, members of the European Parliament’s internal market (IMCO) and civil liberties (LIBE) committees agreed their final text on the EU’s proposed AI Act. After MEPs formalize their position through a plenary vote (expected this summer), the AI Act will enter the last stage of the legislative process: “trilogue” negotiations with the European Commission, Parliament and the Council, which adopted its own amendments in late 2022 (see our blog post here for further details). European lawmakers hope to adopt the final AI Act before the end of 2023, ahead of the European Parliament elections in 2024.

In perhaps the most significant change from the Commission and Council draft, under MEPs’ proposals, providers of foundation models – a term defined as an AI model that is “trained on broad data at scale, is designed for generality of output, and can be adapted to a wide range of distinctive tasks” (Article 3(1c)) – would be subject to a series of obligations. For example, providers would be under a duty to “demonstrate through appropriate design, testing and analysis that the identification, the reduction and mitigation of reasonably foreseeable risks to health, safety, fundamental rights, the environment and democracy and the rule of law prior and throughout development” (Article 28b(2)(a)), as well as to draw up “extensive technical documentation and intelligible instructions for use” to help those that build AI systems using the foundation model (Article 28b(2)(e)).

Providers of foundation models would be further required to meet obligations around data governance, including examining the suitability of data sources and possible biases (Article 28b(2)(b)); ensuring “appropriate levels” of performance, predictability, safety and cybersecurity (Article 28b(2)(c)); and conforming to a range of sustainability standards (Article 28b(2)(d)). They would also need to register their foundation model in an EU-wide database prior to making it available or putting it into use in the EU (Article 28b(2)(g)).

The MEP amendments also introduce specific obligations for providers of foundation models used in “generative AI” systems – defined as “AI systems specifically intended to generate with varying levels of autonomy, content such as complex text, images, audio or video” (Article 28b(4)). These include making publicly available “a sufficiently detailed summary of the use of training data protected under copyright law” (Article 28b(4)(c)).

Beyond proposing amendments relating to foundation models, the MEPs also suggested extending the list of AI uses that would be prohibited under the AI Act (Article 5) (as previously discussed in our blog post here). They also proposed amendments to criteria for “high-risk” AI systems – the systems would have to “pose a significant risk of harm to the health, safety, or fundamental rights” of individuals to be categorized in this way (Article 6(2)). Providers would be obliged to notify regulators if they did not think their systems pose a “significant risk”, with the potential for penalties to be issued if systems are put into use but are subsequently found to have been misclassified (Article 6(2a)).


The Covington team continues to monitor developments on the AI Act, and we regularly advise the world’s top technology companies on their most challenging regulatory and compliance issues in the EU and other major markets. If you have questions about the AI Act, or other tech regulatory matters, we are happy to assist with any queries.

Photo of Marianna Drake Marianna Drake

Marianna Drake counsels leading multinational companies on some of their most complex regulatory, policy and compliance-related issues, including data privacy and AI regulation. She focuses her practice on compliance with UK, EU and global privacy frameworks, and new policy proposals and regulations relating…

Marianna Drake counsels leading multinational companies on some of their most complex regulatory, policy and compliance-related issues, including data privacy and AI regulation. She focuses her practice on compliance with UK, EU and global privacy frameworks, and new policy proposals and regulations relating to AI and data. She also advises clients on matters relating to children’s privacy, online safety and consumer protection and product safety laws.

Her practice includes defending organizations in cross-border, contentious investigations and regulatory enforcement in the UK and EU Member States. Marianna also routinely partners with clients on the design of new products and services, drafting and negotiating privacy terms, developing privacy notices and consent forms, and helping clients design governance programs for the development and deployment of AI technologies.

Marianna’s pro bono work includes providing data protection advice to UK-based human rights charities, and supporting a non-profit organization in conducting legal research for strategic litigation.

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Photo of Lisa Peets Lisa Peets

Lisa Peets is co-chair of the firm’s Technology and Communications Regulation Practice Group and a member of the firm’s global Management Committee. Lisa divides her time between London and Brussels, and her practice encompasses regulatory compliance and investigations alongside legislative advocacy. For more…

Lisa Peets is co-chair of the firm’s Technology and Communications Regulation Practice Group and a member of the firm’s global Management Committee. Lisa divides her time between London and Brussels, and her practice encompasses regulatory compliance and investigations alongside legislative advocacy. For more than two decades, she has worked closely with many of the world’s best-known technology companies.

Lisa counsels clients on a range of EU and UK legal frameworks affecting technology providers, including data protection, content moderation, artificial intelligence, platform regulation, copyright, e-commerce and consumer protection, and the rapidly expanding universe of additional rules applicable to technology, data and online services.

Lisa also supports Covington’s disputes team in litigation involving technology providers.

According to Chambers UK (2024 edition), “Lisa provides an excellent service and familiarity with client needs.”

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Photo of Allan Topol Allan Topol

Allan Topol is a resident in the firm’s Washington office.  While practicing law with Covington, he has written ten novels of international intrigue and numerous articles dealing with foreign policy issues in The Huffington Post, The New York Times, The Washington Post, and…

Allan Topol is a resident in the firm’s Washington office.  While practicing law with Covington, he has written ten novels of international intrigue and numerous articles dealing with foreign policy issues in The Huffington Post, The New York Times, The Washington Post, and Military.com.

Allan’s law practice has involved extensive civil and criminal litigation, with an emphasis on water, air and major hazardous waste enforcement cases, as well as international environmental law and toxic torts.  He has also advised clients on many of these environmental issues assisting them in dealing with immediate problems as well as developing long term strategies.

In addition, Allan has represented clients in IP and commercial litigation, including patent infringement and contract cases.  He was admitted to the U.S. Patent Office in 1971.

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  • Posted in:
    Technology and AI
  • Blog:
    Global Policy Watch
  • Organization:
    Covington & Burling LLP
  • Article: View Original Source

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