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  • Rishi Bommasani, Drew A. Hudson, Ehsan A...
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    Jul 12th, 2022
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    preprint
    Rishi Bommasani, Drew A. Hudson, Ehsan A...
    Jul 12th, 2022

    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 central yet incomplete character. This report provides a thorough account of the opportunities and risks of foundation models, ranging from their capabilities (e.g., language, vision, robotics, reasoning, human interaction) and technical...

Last update from database: 22/10/2025, 10:15 (UTC)
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