Learning science and product notes

How we think about the way children come to understand, and why Think EDU is built the way it is. Written for parents, teachers, and peers.

2026-08-06

When answers are everywhere, learning is what gets harder

An AI can produce a tidy solution in three seconds. What those few saved minutes used to hold was thinking.

2026-07-23

Interest is not a distraction — it is already a syllabus

A bicycle holds mechanics, materials, and geometry. The hard part was never finding cross-subject entry points — it is that nobody has time to unpack one for every child.

2026-07-09

Badges, streaks, and points measure something other than learning

A hundred-day streak says a child opened the app every day. What it does not say is whether their understanding changed in those hundred days.

2026-06-25

Three questions to settle before AI enters the classroom

The question is not whether to use AI, but whether you can audit what it did, who can see whose data, and whether a teacher can overrule it.

2026-06-11

For parents: staying informed without overstepping

Reading a child’s chat logs costs trust; looking only at scores says too little. There is a third option in between.

2026-05-28

What an AI should say when it is not sure

A confidently worded wrong answer is far more dangerous than an admission of uncertainty — in education especially.