Droid Tutors 'link' -

Math class. The human teacher pulls three students aside for advanced geometry. Meanwhile, the other twenty-two work with their physical droid tutors on algebra. One droid holds a student's hand over a 3D graph. Another droid plays a game of "X versus Y" with a struggling learner.

Homework. At home, the droid tutor syncs with the lesson from the morning. It detects that the student is tired. It defers the hard problems to the morning and spends 20 minutes on a "brain break" logic puzzle. droid tutors

In a pilot across 50 primary schools, humanoid droid tutors were deployed to assist students struggling with fractions. Over six months, the droids reduced the "math anxiety" index by 40%. The droids used a technique called "somatic learning"—having students physically walk a number line while the droid moved beside them—which improved test scores by 32% compared to a control group. Math class