CYAICRMay 21, 2024

Securing the Future of GenAI: Policy and Technology

arXiv:2407.12999v115 citationsh-index: 49IACR Cryptology ePrint Archive
Originality Synthesis-oriented
AI Analysis

It tackles the gap between rapid GenAI advancements and regulatory needs, but is incremental as it only captures workshop findings without new solutions.

This paper addresses the challenge of regulating Generative AI (GenAI) to balance innovation and safety, summarizing workshop discussions on designing regulations without hindering progress and evolving technology to meet standards.

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.

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