An open-source platform integrates LEGO robotics with web visualizations to teach KNN, linear regression, and Q-learning to middle and high school students, with pre-post surveys showing improved self-reported understanding after a two-day course.
Youth making machine learning models for gesture-controlled interactive media
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A participatory workshop showed teens developing technical and socio-ethical understandings while constructing small generative LMs, offering evidence and a theory-backed framing for studying novice AI comprehension.
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Teaching Machine Learning Fundamentals with LEGO Robotics
An open-source platform integrates LEGO robotics with web visualizations to teach KNN, linear regression, and Q-learning to middle and high school students, with pre-post surveys showing improved self-reported understanding after a two-day course.
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Building to Understand: Examining Teens' Technical and Socio-Ethical Pieces of Understandings in the Construction of Small Generative Language Models
A participatory workshop showed teens developing technical and socio-ethical understandings while constructing small generative LMs, offering evidence and a theory-backed framing for studying novice AI comprehension.