A new class of AI models, called foundation models, has entered healthcare. Foundation models violate several basic principles of the standard machine learning paradigm for assessing reliability, making it necessary to rethink what guarantees are required to establish warranted trust in them.

中文翻译：

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医疗保健领域的基础模型需要重新考虑可靠性


一类称为基础模型的新型 AI 模型已进入医疗保健领域。Foundation 模型违反了用于评估可靠性的标准机器学习范式的几个基本原则，因此有必要重新考虑需要哪些保证来建立对它们的保证信任。