In production
In production.
What runs on the manifold today, who runs it, and where to see it.
Chrysalis · India
Chrysalis uses BlueberryML's learning manifold across its schools in India, which serve around 600,000 children.
~600,000
children in Chrysalis schools
The assessment layer
ClassGrade.
ClassGrade is how a deployment connects to the manifold. Voice scoring, worksheet marking, exam grading and written assessment each resolve their result to a position on the manifold, and the manifold's next step flows back. It ships to licensees as deployable software that runs on their own infrastructure.
Outloud English.
Outloud English is BlueberryML's own product: a storybook that listens. Children read illustrated episodes aloud and speak back at every turn, scored on five dimensions: accuracy, pronunciation, fluency, vocabulary and content. The learning manifold places each child and chooses what comes next. The first band (CEFR Pre-A1) is built, and the app is in active build.
Demonstrations
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The learning manifold in eight screens
Outcomes as locations, difficulty as curvature, the best path as a geodesic, every learner a worldline.
Open →Live demonstration