Adaptivity does not begin with “easier or harder”
Easier or harder is only one dimension. Why real adaptivity changes the kind of access a child gets, from micro-adaptivity to the hint ladder and the assistance dilemma.
ResearchThe scientific study on Mazio Maths
Greater gains in maths skills after six weeks, more confidence with difficult tasks and more anticipation of maths lessons: key results of the Mazio Maths study.
AIHow Mazio Maths uses artificial intelligence
A language model alone does not make a tutor. How Mazio builds on didactic task models and lets the language model work inside a subject-specific frame.
PracticeHow teachers experience Mazio Maths in the classroom
33 teachers accompanied the use of Mazio Maths in the efficacy study. Their ratings and feedback in their own words, from lesson integration to diagnostics.
ResearchWhy mathematical self-concept matters
Children who feel up to mathematics learn measurably more mathematics. What strengthens self-concept, and what the accompanying survey on Mazio Maths use shows.
DiagnosticsWhen many children make the same mistake
Single wrong answers say little. How Mazio Maths makes recurring answer patterns visible at class level and shortens the way to the next teaching decision.
More articles
Answers to specific questions from schools and classrooms, sorted by topic.