Observed arrival · 2026-08-30
Qalami: Teacher-approved marking for schools
Qalami photographs handwritten classwork, marks it against a teacher’s rubric, and drafts feedback for teacher review.
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Field notes
Teachers define criteria and full-mark descriptions before uploading photographed pages, including multiple pages per pupil and pages in desk order. The demonstration shows Qalami pairing a score with quoted handwriting evidence and reducing confidence when a line is unclear. A 28-paper class report then separates individual feedback from group-level findings, such as accuracy being below secure across the class; both outputs are described as PDF exports.
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Editorial observations of this landing page, not a rating.
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