How many students actually used Khanmigo and saw learning gains?

Khanmigo reached nearly 1 million students in 2024, but Khan admitted it was "a non-event" for many, with actual uptake stagnating. Research suggests that only about 5 percent of students use education technology as intended and thus reap learning benefits.

What do successful teachers do that AI tutors cannot replicate?

Effective teachers motivate students by pressing them to think rigorously and persist through difficulty, and they foster learning through group discussion and peer collaboration. Students develop deeper understanding when they debate concepts together and feel inspired by their peers' effort—dynamics that bots have not yet replicated.

Could training AI in the skills of the best teachers solve this problem?

Training AI in the skills of the best teachers would seem easier to scale than finding and training more teachers, but until researchers figure out how a bot might motivate young people to learn and do hard things, even advanced AI will not serve most students.

Back to articles

AI tutoring tools like Khanmigo have failed to drive widespread student learning because they cannot solve the core problem: motivating students to engage with difficult material.

Hacker News10h ago5 min read

Key takeaway

AI tutoring platforms have proliferated but failed to solve education's central challenge: student motivation. Khan Academy's Khanmigo reached nearly 1 million students in 2024, yet actual usage stagnated, and a Stanford review found limited educational benefits. The core problem is that AI cannot replicate the personal relationships and peer dynamics that drive students to engage with difficult learning—suggesting that improving teacher training, not scaling chatbots, holds greater promise.

Summaries like this, in your inbox every morning.

3 Key Points

What happened
Khan Academy's AI tutor Khanmigo reached nearly 1 million students in 2024, up from 40,000 in 2023, but Khan admitted the tool was "a non-event" for many kids because actual usage has stagnated. A Stanford review of AI in K–12 schools found that educational benefits for students generally were limited.
Why it matters
The gap between access and engagement reveals a fundamental flaw in ed-tech: AI cannot replicate what human teachers do best—motivate students through personal connection and peer influence. Only about one in three U.S. students is highly engaged in school, and even among the motivated few, only about 5 percent of students use education technology as intended. Rather than democratizing tutoring, these tools risk widening inequality by only benefiting students who are already motivated.
What to watch
Education experts now argue that the real leverage lies in investing in human teachers, not scaling digital tools. Research shows that effective teachers inspire students by pressing them to think rigorously, persist through difficulty, and learn together with peers—capabilities that AI has not yet demonstrated.

FAQ

How many students actually used Khanmigo and saw learning gains?: Khanmigo reached nearly 1 million students in 2024, but Khan admitted it was "a non-event" for many, with actual uptake stagnating. Research suggests that only about 5 percent of students use education technology as intended and thus reap learning benefits.
What do successful teachers do that AI tutors cannot replicate?: Effective teachers motivate students by pressing them to think rigorously and persist through difficulty, and they foster learning through group discussion and peer collaboration. Students develop deeper understanding when they debate concepts together and feel inspired by their peers' effort—dynamics that bots have not yet replicated.
Could training AI in the skills of the best teachers solve this problem?: Training AI in the skills of the best teachers would seem easier to scale than finding and training more teachers, but until researchers figure out how a bot might motivate young people to learn and do hard things, even advanced AI will not serve most students.

Discussion

No discussion yet for this article

Stay ahead with AI news

Get curated AI news from 200+ sources delivered daily to your inbox. Free to use.

Get Started Free

Free · takes 30 seconds · unsubscribe anytime

5 minutes a day. The AI essentials.

200+ sources · Email / LINE / Slack

Get it free →