AI feedback on free-typed numerical working is a learning platform which reads students’ typed numerical working and provides guidance on how to improve it, instantly.

Mark Robinson, a physics teacher and maker of, demonstrates the pupil experience of the tool when answering a numerical question in physics.

Academics are invited to collaborate on research and EdTech platforms are invited to add this tool to their platform via an API.

Anyone is welcome to try the demo questions themselves by registering (for free) as a pupil at using classcode: 199.0

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