Announcing the WInners of the 2026 Tools Competition!

2026 Winner

Siyavula Maths & Science Practice

Online adaptive practice for high school mathematics, physics, and chemistry

South Africa

Focus Area:

K-12 Learning

Prize Level:

Transform Prize

Project Description

Siyavula is upgrading its existing platform with knowledge component (concept) awareness. Moving beyond simple difficulty adjustments, the tool will identify the conceptual gaps that hold learners back. The team will build and test concept diagnostic reports for teachers and two recommendation engines for learners, leveraging both human expertise and generative AI. The tool will be validated through expert review and a large-scale randomized controlled trial, with strict bias checks to help ensure it serves the learners who need it most.

Meet Our Team

Adam Reynolds

Learning Engineering Specialist, Siyavula Foundation

Mark Horner

Director of Learning & Impact, Siyavula Foundation

Rayhaan Perin

Data Analyst, Siyavula Foundation

Paulo Carvalho

Assistant Professor, HCII Carnegie Mellon University