Khanmigo

Khanmigo is what happens when an education nonprofit builds AI tutoring with the right incentives: it refuses to hand over answers and instead asks guiding questions, in the Socratic style Sal Khan has championed for two decades. Under the hood it uses GPT-4 with heavy scaffolding, tied into Khan Academy's proven curriculum so practice follows the explanation.

For schools, the differentiators are governance and price: content-safety guardrails designed for minors, alignment to curricula, teacher tools (lesson plans, grading assist, progress views) and nonprofit pricing — districts can adopt it where consumer chatbots are banned. The tutoring quality is genuinely good for math and science scaffolding; less setup for casual adult learners, who may prefer general chatbots. But as the template for responsible AI in education, Khanmigo is the reference the rest of the industry quotes.