Paper 2024/855

Securing the Future of GenAI: Policy and Technology

Mihai Christodorescu, Google (United States)
Ryan Craven, Office of Naval Research
Soheil Feizi, University of Maryland, College Park
Neil Gong, Duke University
Mia Hoffmann, Georgetown University
Somesh Jha, University of Wisconsin, Madison, Google (United States)
Zhengyuan Jiang, Duke University
Mehrdad Saberi Kamarposhti, University of Maryland, College Park
John Mitchell, Stanford University
Jessica Newman, University of California, Berkeley
Emelia Probasco, Georgetown University
Yanjun Qi, University of Virginia
Khawaja Shams, Google (United States)
Matthew Turek, DARPA
Abstract

The rise of Generative AI (GenAI) brings about transformative potential across sectors, but its dual-use nature also amplifies risks. Governments globally are grappling with the challenge of regulating GenAI, balancing innovation against safety. China, the United States (US), and the European Union (EU) are at the forefront with initiatives like the Management of Algorithmic Recommendations, the Executive Order, and the AI Act, respectively. However, the rapid evolution of GenAI capabilities often outpaces the development of comprehensive safety measures, creating a gap between regulatory needs and technical advancements. A workshop co-organized by Google, University of Wisconsin, Madison (UW-Madison), and Stanford University aimed to bridge this gap between GenAI policy and technology. The diverse stakeholders of the GenAI space—from the public and governments to academia and industry—make any safety measures under consideration more complex, as both technical feasibility and regulatory guidance must be realized. This paper summarizes the discussions during the workshop which addressed questions, such as: How regulation can be designed without hindering technological progress? How technology can evolve to meet regulatory standards? The interplay between legislation and technology is a very vast topic, and we don’t claim that this paper is a comprehensive treatment on this topic. This paper is meant to capture findings based on the workshop, and hopefully, can guide discussion on this topic.

Metadata
Available format(s)
PDF
Category
Applications
Publication info
Preprint.
Keywords
AIsafetywatermarkingpolicy
Contact author(s)
christodorescu @ google com
jha @ cs wisc edu
kshams @ google com
History
2024-05-31: approved
2024-05-30: received
See all versions
Short URL
https://ia.cr/2024/855
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2024/855,
      author = {Mihai Christodorescu and Ryan Craven and Soheil Feizi and Neil Gong and Mia Hoffmann and Somesh Jha and Zhengyuan Jiang and Mehrdad Saberi Kamarposhti and John Mitchell and Jessica Newman and Emelia Probasco and Yanjun Qi and Khawaja Shams and Matthew Turek},
      title = {Securing the Future of {GenAI}: Policy and Technology},
      howpublished = {Cryptology {ePrint} Archive, Paper 2024/855},
      year = {2024},
      url = {https://eprint.iacr.org/2024/855}
}
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