Summary and Outlook

نویسندگان

چکیده

Abstract Foundation Models emerged as a new paradigm in sequence interpretation that can be used for large number of tasks to understand our environment. They offer the remarkable property combining sensory input (sound, images, video) with symbolic text and may even include action DNA sequences. We briefly recap process pre-training, fine-tuning or prompting summarize their main properties. For different application areas presented book, we performance levels models delineate promising economic applications. A section is devoted discussing potential harm caused by Models, including bias, fake news, but also possible monopolies unemployment. There an urgent need legal regulation construction deployment these models. The last considers advanced artificial intelligence systems shortcomings current systems. have significantly improved recent years reduce gap truly general AI.

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ژورنال

عنوان ژورنال: Artificial intelligence: Foundations, theory, and algorithms

سال: 2023

ISSN: ['2365-3051', '2365-306X']

DOI: https://doi.org/10.1007/978-3-031-23190-2_8