Blog

RikRak writing on tutoring, growth, and rigorous practice.

Long-form pieces built for search and for families who want a clearer picture of how serious AI tutoring should work.

Rigorous AI tutoring is not the same as an app with better copy

Why one-on-one adaptive tutoring needs real instructional pressure, not just nicer UX and softer claims.