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31 Aug 2026
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Khanmigo classroom implementation guide How to deploy today
Khanmigo classroom implementation guide helps schools deploy interactive AI tutors and teacher tools.
Khanmigo classroom implementation guide for schools: Here’s how to get Khan Academy’s AI tutor running fast. This step-by-step plan covers access, setup, teacher training, and rollout. It also shows how to use interactive diagrams and the Practice My Knowledge tool to boost learning while keeping teachers in control.
Khan Academy, with support from Google and Gemini models, has added two big upgrades to Khanmigo: interactive math and science diagrams that respond when students drag points or lines, and a redesigned practice tool that lets teachers plan, edit, approve, and score assignments. A six-month Google.org fellowship paired six Google engineers with Khan Academy to build and test quality, timing, and clarity for these features. Early signs show stronger engagement and better answers after students see a diagram. This guide turns those advances into a clear path you can use today.
What’s new in Khanmigo and why it matters
Interactive diagrams that respond to student actions
- Khanmigo now generates charts, geometric shapes, and other visuals when a picture helps.
- Students can drag vertices or segments; Khanmigo adapts the explanation in real time.
- Built-in feedback helps improve diagram quality over time.
Teacher-controlled practice workflow
- Plan and draft question sets with Gemini, then edit or reject items before students see them.
- Upload your own materials for reference.
- Send scored assignments and view performance reports by student and skill.
- Teachers have the final say on every question.
Khanmigo classroom implementation guide: Deploy in five steps
Use this Khanmigo classroom implementation guide as a simple checklist to launch in one to two weeks.Step 1: Confirm access and student data safeguards
- Access: Ensure your district or school has Khanmigo enabled in Khan Academy.
- Rostering: Connect Google Classroom, Clever, or ClassLink for class sync.
- Privacy: Review FERPA/COPPA and district data agreements; set parent/guardian notices.
- AI norms: Decide when AI can be used (practice, hints, revision), and when it cannot (graded tests).
Step 2: Set up devices, SSO, and network
- Devices: Chromebooks, Windows laptops, or iPads with a current Chrome, Edge, or Safari browser.
- SSO: Turn on Google or Microsoft sign-in for teachers and students.
- Network: Whitelist Khan Academy and Khanmigo domains; test bandwidth in classrooms.
- Accessibility: Enable screen readers and captions for any media used.
Step 3: Configure classes and guardrails
- Create or import classes in Khan Academy; verify rosters and groups.
- Enable Khanmigo features for selected classes during the pilot.
- Set teacher-in-the-loop rules: Teachers review every practice set before release.
- Define prompts students can use, like “Explain why my step is wrong” or “Show a diagram.”
Step 4: Train teachers with a 60-minute quickstart
- Overview (10 min): What Khanmigo does and the teacher’s role.
- Interactive diagrams (15 min): Open a math or science problem, drag a point, watch the explanation update.
- Practice My Knowledge (25 min): Plan, draft, edit, approve, assign, and read reports. Upload your own PDF or doc for reference.
- Guardrails (10 min): Model good prompts, show how to reject weak questions, and remind students that final work must be their own.
Step 5: Pilot, measure, then scale
- Select 2–3 grades or courses (e.g., Algebra 1, Geometry, Biology) for a four-week pilot.
- Baseline: Record current quiz scores and time-on-task.
- Run: Use interactive diagrams in lessons twice a week; assign two AI-assisted practice sets per week.
- Measure: Track completion, accuracy, time spent, and student reflections.
- Scale: Adjust prompts and question review rules; then expand to more classes.
Practical classroom flows that work
Math mini-lesson with interactive diagrams (15–20 minutes)
- Warm-up: One quick problem to surface misconceptions.
- Explore: Ask Khanmigo to show a diagram for the concept (e.g., slope, angle relationships).
- Interact: Students drag a vertex or line; discuss how outputs change.
- Check: Students solve a similar problem without the diagram.
Science concept exploration (20–25 minutes)
- Prompt Khanmigo for a visual on forces, circuits, or data plots.
- Pairs test “what-if” changes by moving elements; record cause and effect.
- Exit ticket: One question where students explain the pattern in words.
Homework with Practice My Knowledge (10–15 minutes assign time)
- Teacher drafts 8–10 questions with Gemini; uploads a reading or notes if needed.
- Teacher edits, tags difficulty, and removes any weak items.
- Students complete; teacher reviews reports and plans re-teach groups.
Quality, safety, and evaluation essentials
Keep teachers in control
- Always review AI-drafted questions before assigning.
- Prefer short-answer or multi-step items when you want to see reasoning.
- Use the built-in feedback widget to flag unclear diagrams or prompts.
Prompts that work for students
- “Show me a diagram of this triangle and label each angle.”
- “I moved this point right. Why did the slope change?”
- “Explain the step I got wrong without giving the answer.”
Measure impact with simple metrics
- Engagement: Percent of students who interact with at least one diagram per lesson.
- Accuracy: Change in correct answers after using visuals.
- Efficiency: Time-on-task vs. completion rate.
- Equity: Compare access and outcomes across groups; adjust supports.
Troubleshooting and quick fixes
- Cannot sign in: Verify SSO and roster sync; have students try a private browser window.
- Visuals do not load: Check network filters and update the browser.
- Low-quality questions: Regenerate with tighter constraints; add your own source material; remove weak items.
- Student over-reliance on hints: Set a “think first, then ask” timer; require a written attempt before opening a hint.
(Source: https://blog.google/products-and-platforms/products/education/khan-academy-back-to-school/)
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FAQ
Q: What are the main classroom features introduced for Khanmigo?
A: Khanmigo now generates interactive diagrams that adapt when students drag vertices or line segments and includes a redesigned Practice My Knowledge tool that lets teachers plan, edit, approve, and score AI-drafted assignments. The Khanmigo classroom implementation guide turns these features into a step-by-step plan for access, setup, teacher training, and rollout.
Q: How quickly can a school launch Khanmigo using the implementation guide?
A: The Khanmigo classroom implementation guide provides a five-step checklist that can launch in one to two weeks, covering access, setup, teacher training, and pilot steps. It is designed to get Khan Academy’s AI tutor running fast while preserving teacher control.
Q: What technical and sign-in requirements are needed to run Khanmigo in classrooms?
A: Khanmigo supports Chromebooks, Windows laptops, and iPads using a current Chrome, Edge, or Safari browser and recommends whitelisting Khan Academy and Khanmigo domains and testing classroom bandwidth. The guide also advises turning on Google or Microsoft single sign-on and enabling accessibility features like screen readers and captions.
Q: How should schools manage rostering and privacy before deploying Khanmigo?
A: Confirm that Khanmigo is enabled for your district or school and connect rostering through Google Classroom, Clever, or ClassLink while verifying rosters and groups. Review FERPA and COPPA requirements, set district data agreements and parent/guardian notices, and define AI norms such as allowing AI for practice but not for graded tests.
Q: What does the recommended 60-minute teacher quickstart training include?
A: The Khanmigo classroom implementation guide outlines a 60-minute quickstart with a 10-minute overview, a 15-minute interactive diagrams demo where teachers drag points to see live updates, a 25-minute Practice My Knowledge walkthrough for planning, drafting, editing, approving, assigning, and reading reports, and a 10-minute guardrails segment. This sequence emphasizes teacher review, prompt modeling, and how to reject weak questions.
Q: How does the Practice My Knowledge workflow keep teachers in control?
A: Gemini drafts practice questions but teachers review the full set before release, allowing edits, rejections, difficulty tagging, and the ability to upload reference materials for AI to use. Once assigned, teachers receive scored assignments and detailed performance reports to inform instruction.
Q: What classroom lesson flows and timings does the guide recommend for using interactive diagrams?
A: Suggested flows include a 15–20 minute math mini-lesson that uses a warm-up, a diagram exploration with students dragging points, and a check without visuals, and a 20–25 minute science exploration that prompts “what-if” changes and includes an exit ticket. The guide also recommends using Practice My Knowledge for 10–15 minutes of assignment setup with 8–10 teacher-drafted questions and follow-up review of reports.
Q: What common troubleshooting steps are included in the Khanmigo guide if problems arise?
A: If users cannot sign in, the guide recommends verifying SSO and roster sync and trying a private browser window; if visuals fail to load, check network filters and update browsers. For low-quality AI questions regenerate with tighter constraints or add source material, and to reduce student over-reliance set timers or require written attempts before hints are allowed.
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