Specialist Maths
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Per-turn costs are stamped on every assistant chat history row at write time, using the model + rates in effect then. Changing models or prices later doesn't rewrite these numbers — they're historically accurate.
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Back-office index of curated Specialist Maths videos (Eddie Woo + Joel Speranza Unit 1). Students don't see this page — the tutor matches against these transcripts in real time during chat and surfaces clips inline as it teaches.
This will archive all the student's data (profile, chat history, feedback, sessions, progress, wellbeing alerts, everything) to the private S3 archive bucket, then hard-delete the student and their Cognito user. The archive is retained so a restore is possible later.
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This is the full system prompt the tutor will use after you approve this patch. Review it carefully before clicking Approve.
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