Google and Khan Academy Launch Interactive AI Diagrams in Classrooms for the 2026-27 School Year

My take: The fact that six Google engineers spent six months embedded in Khan Academy's team to bring interactive AI into the classroom says something concrete: applying AI well, in a specific context, requires serious, focused work. The result arrives in time for the 2026-27 school year: Khanmigo, Khan Academy's AI tutor, now generates real-time interactive diagrams powered by Gemini and gives teachers a tool to create targeted practice questions in seconds.

What I find most valuable here is not the technology itself, but the pattern it represents. AI detects when a visual would help a student, generates it on the spot, responds to what the student does next, and the teacher stays in control of what gets assigned and how it gets evaluated. That balance between model autonomy and human control is exactly what any organization should aim for when integrating AI into its processes.

If you design training programs, onboarding, or any kind of educational content for a team, the question is worth asking: how much of that work could benefit from AI that responds to what the learner does, in real time, rather than delivering plain text alone?