risks专题

On the Opportunities and Risks of Foundation Models-Introduction(Emergence and homogenization)

目录 abstractIntroductionEmergence and homogenizationNaming abstract 随着模型(如BERT、DALL-E、GPT-3)的兴起,人工智能正在经历一种范式转变,这些模型基于广泛的数据进行训练(通常使用大规模的自我监督),可以适应广泛的下游任务。我们称这些模型为基础模型,以强调它们关键的中心但不完整的特征。本报告全面介

On the Opportunities and Risks of Foundation Models- TECHNOLOGY

On the Opportunities and Risks of Foundation Models- TECHNOLOGY 目录 TECHNOLOGYModelingExpressivityScalabilityMultimodalityMemoryCompositionalitySummary TrainingGoals of training objectivesDesign tr

On the Opportunities and Risks of Foundation Models-introduction(2)

目录 introductionSocial impact and the foundation models ecosystemThe future of foundation modelsOverview of this reportOverview of capabilitiesOverview of applications.Overview of technologyOverview