The Multimodal Future of Education - Using AI to Combine Sounds, Images, and Videos for Learning
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Overview
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Explore how multimodal AI models can revolutionize educational experiences by combining sounds, images, and videos to create innovative learning activities that foster critical, creative, and counter-factual thinking. Discover practical demonstrations using Generative AI tools including Vertex API, AI Studio, and LearnML to detect misconceptions in mathematics learning, support creative coding projects, create scientific hypothesis simulations, curate and summarize research, and identify cognitive blind spots. Learn strategies for balancing agency between learners and AI systems while developing critical awareness of technology limitations and appropriate usage contexts. Examine real-world applications from Google's Gemini team research that demonstrate how multimodal language models can enhance skill acquisition and learning processes. Gain insights into designing AI-powered educational platforms that encourage learners to understand when, how, and why to effectively integrate these emerging technologies into their educational journey.
Syllabus
The Multimodal Future of Education: Stefania Druga
Taught by
AI Engineer