Avid AI Professor suggests marks on answer scripts inside OSM. Avid AI Learning Assistant tutors inside LMS lessons. Do not use one name for both.
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Avid AI Professor = handwritten answer evaluation in OSM. Avid AI Learning Assistant = tutoring in LMS. Human-in-the-loop rules for marks.
Foundations
How AI-assisted handwritten answer evaluation should work: suggested marks and reasons, examiner review and override, institutional control and audit. AI does not autonomously finalise marks.
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First-party detail from the products we built — evaluation screens, workspaces, LMS integrity rules, AI modes. No invented customers.
Avid AI Professor reviews answer scripts and suggests question-wise marks with a logical reason. Supported languages/scripts are confirmed per deployment. Examiners override. Not an LMS tutor.
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