Research on the Construction of Precise Instructional Support System Based on Multimodal Foundation Models
With the evolution of artificial intelligence large-scale models from single modality to multi-modality fusion,the development of multimodal foundation models is expected to drive the transformation of the education sector.Guided by technological advancements and teaching principles of the intelligent era,multimodal foundation models are anticipated to organically combine mass education and personalized cultivation,thereby completely transforming precise instruction and personalized learning.However,practical applications still face numerous challenges,including the practical constraints of the educational environment.To this end,a precise instructional support system framework based on multimodal foundation models and a cloud-edge collaborative infrastructure architecture for personalized education are proposed.These two complementary architectures can work together to lay the foundation for a more efficient,scalable,and personalized precise instruction system.Furthermore,this provides a broader starting point for dialogue on the transformation of educational models based on multimodal foundation models,offering insights for future research and development in this field.
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