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A Joyful AI Research Journey🌳😊

On the Opportunities and Risks of Foundation Models 본문

🌳My Thesis Journey 2025🪄✨/Literature Review

On the Opportunities and Risks of Foundation Models

yjyuwisely 2024. 8. 19. 07:00

 

Foundation models are transforming the landscape of AI, offering both immense potential and significant challenges. In their paper On the Opportunities and Risks of Foundation Models, the authors explore the implications of these powerful models, addressing their capabilities, ethical considerations, and the future of AI research. This paper is a must-read for anyone interested in the cutting-edge developments in AI.


https://arxiv.org/abs/2108.07258

 

On the Opportunities and Risks of Foundation Models

AI is undergoing a paradigm shift with the rise of models (e.g., BERT, DALL-E, GPT-3) that are trained on broad data at scale and are adaptable to a wide range of downstream tasks. We call these models foundation models to underscore their critically centr

arxiv.org

 

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