Want to see Khanmigo in action? Khan Academy invites users based in the United States to explore and test AI’s capabilities by joining the Khanmigo waitlist. It encourages collaborative story writing and provides feedback on drafts, which helps students improve their writing abilities. It has been designed to write with students rather than for them. Khanmigo encourages Socratic dialogue and debate by providing a safe space for students to fine-tune their arguments, which can give them more confidence in class. It can help students with math and computer programming exercises and can provide context-aware help for video content. Khanmigo not only detects students’ mistakes, but it also identifies misconceptions in their understanding and provides effective feedback. Instead of worrying about students using AI to cheat, Sal said we should focus on the positive use cases. During his talk, Sal gave a live demo of Khan Academy’s new AI-powered guide, Khanmigo. Sal shared how AI has the potential to scale this tutoring economically and provide personalized instruction to students on a global level with the help of an AI-powered assistant. Bloom referred to this finding as the “Two Sigma Problem,” since providing one-to-one tutoring to all students has long been unattainable due to cost and scalability issues. The “Two Sigma Problem” and AI’s solution:īenjamin Bloom’s 1984 “Two Sigma” study highlighted the benefits of one-to-one tutoring, which resulted in a two standard deviation improvement in students’ performance.
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