Current AI tutoring tools are unable to match the nuanced judgment of a human teacher in 1:1 tutoring, resulting in low student engagement and perceived lack of usefulness.

Generate a build spec

User stories, data model, API surface and a two-to-four week MVP cut — grounded in what these 1 reports actually said. Markdown you can paste into a coding agent.