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08/29/2023
International Governance of Civilian AI: A Jurisdictional Certification Approach
This report describes trade-offs in the design of international governan...
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05/11/2023
Towards best practices in AGI safety and governance: A survey of expert opinion
A number of leading AI companies, including OpenAI, Google DeepMind, and...
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10/26/2022
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
We analyze the growth of dataset sizes used in machine learning for natu...
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10/03/2022
Red-Teaming the Stable Diffusion Safety Filter
Stable Diffusion is a recent open-source image generation model comparab...
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07/05/2022
Machine Learning Model Sizes and the Parameter Gap
We study trends in model size of notable machine learning systems over t...
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02/11/2022
Compute Trends Across Three Eras of Machine Learning
Compute, data, and algorithmic advances are the three fundamental factor...
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04/21/2021