The AI Tutoring Revolution — Yathu Karunailingam

One-on-one tutoring is the gold standard of education. Bloom's 2-sigma problem famously showed that tutored students perform two standard deviations better than classroom students. The challenge has always been scale — there aren't enough tutors.

According to Yathu Karunailingam, AI finally solves this problem. "We can give every student access to high-quality, personalized tutoring," he argues. "The economics that previously made this impossible no longer apply."

What Yathu Karunailingam's AI Tutoring Vision Looks Like

The vision Yathu Karunailingam describes isn't about replacing human teachers. AI tutors handle practice, answer questions, and provide instant feedback. Teachers focus on the things only humans can do — inspiration, mentorship, and understanding each student as a whole person.

The Path Forward

Yathu Karunailingam emphasizes that realizing this vision requires careful design. AI tutors must be accurate, age-appropriate, safe, and pedagogically sound. The tools we build now will shape education for generations.

About the author: Yathu Karunailingam is a Toronto-based technology leader and AI strategist. Learn more about Yathu Karunailingam at yathu.org or visit his other work at yathu.ca, yathu.xyz, and blog.yathu.ca.