Khanmigo is an generative AI-powered tutor. It is built by sending prompts that include information about the students’ proficiency and research-based instructions on how to act like a tutor to a foundational LLM. Students need sufficient opportunities to practice new skills. In classrooms students often do not get this opportunity, and, when they do attempt to practice, they do not have the support they need to get unstuck or feedback that identifies where they went wrong. Khanmigo, an AI-powered tutor interacts with students while they practice to provide this support and feedback. This support, combined with data and insights communicated to teachers, who then drive student practice through assignment and in-class motivation, will significantly improve learners’ math performance.

Contact Information: Kristen DiCerbo at kristen@khanacademy.org

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Impact

Every 10 new skills a student learns on Khan Academy leads to about a one-point gain on the New Jersey’s state assessment.

“I really enjoyed MATHstream. I thought it was very interactive and it was helpful to know what I need in math. I really enjoyed the teachers.””

Middle School Student using MATHstream

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Team Members

kristen-dicerbo

Dr. Kristen DiCerbo

Chief Learning Officer at Khan Academy

kelli-millwood-hill

Dr. Kelli Millwood Hill

Created the Efficacy & Research Function at Khan Academy

Team Members

Dr. Kristen DiCerbo
Chief Learning Officer at Khan Academy
Dr. Kelli Millwood Hill
Created the Efficacy & Research Function at Khan Academy
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Khanmigo:

Project Summary
 

Khanmigo is an generative AI-powered tutor. It is built by sending prompts that include information about the students’ proficiency and research-based instructions on how to act like a tutor to a foundational LLM. Students need sufficient opportunities to practice new skills. In classrooms students often do not get this opportunity, and, when they do attempt to practice, they do not have the support they need to get unstuck or feedback that identifies where they went wrong. Khanmigo, an AI-powered tutor interacts with students while they practice to provide this support and feedback. This support, combined with data and insights communicated to teachers, who then drive student practice through assignment and in-class motivation, will significantly improve learners’ math performance.

Khanmigo’s Impact

  • Every 10 new skills a student learns on Khan Academy leads to about a one-point gain on the New Jersey’s state assessment. Learn more.


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or contact Kristen DiCerbo at kristen@khanacademy.org