Khanmigo

What is Khanmigo?

Khanmigo is an AI tutoring assistant developed by Khan Academy that provides personalized learning support across math, science, and humanities subjects. Available through Khan Academy's Khan Labs initiative, it functions as an interactive tutor that guides students through problem-solving rather than simply providing answers, maintaining the pedagogical approach Khan Academy is known for.

The tool operates by engaging students in Socratic dialogue—asking clarifying questions, identifying knowledge gaps, and scaffolding learning progressively toward mastery. Users can ask Khanmigo to explain concepts, work through practice problems, and receive targeted feedback on their reasoning. The assistant integrates with Khan Academy's content library, connecting explanations to relevant video lessons and exercises when needed. Teachers can access Khanmigo through Khan Academy's platform to monitor student progress and understand where learners struggle. The system tracks interactions, building profiles of individual student strengths and weaknesses to tailor subsequent guidance.

Khanmigo operates on a subscription model as part of Khan Academy's paid offerings, positioning it as a premium feature alongside Khan Academy's free content. The tool is accessible via web browser and works across devices, making it available to students working independently or in classroom settings. Implementation requires students to have Khan Academy accounts and access to the platform. Schools adopting it gain analytics dashboards showing class-level and individual performance metrics. The assistant supports multiple grade levels from elementary through high school, with content aligned to common curriculum standards.

Similar tools in the AI tutoring space include Chegg's AI homework helper and Carnegie Learning's MATHia, which also combine adaptive learning with guided problem-solving approaches. Unlike some competitors that prioritize quick answer delivery, Khanmigo deliberately