AI in E-Learning — Engineering & Compliance Decision Sheet

One-page planner: the feature catalog (understand / help / judge the learner), the two clocks (async catalog vs real-time classroom), the EU AI Act risk tiers (low-risk convenience, high-risk Annex III(3) grading/admissions/proctoring, prohibited emotion recognition), the embed-vs-assemble-vs-build split with per-hour cost math (~$0.50 AI draft vs $60-$180 human caption correction), and a compliance-gate checklist (WCAG/EAA captions, FERPA/GDPR no-training data agreement, AI disclosure, draft-and-decide).

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