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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The book · Volume 7 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Real-Time Pipelines and Agents to Serving, Cost, Compliance, and Verticals
This decision sheet sorts AI in e-learning by job, splits async catalog from real-time classroom work and maps each feature to an EU AI Act risk tier with cost math. Volume 7 covers this in depth: live captions and translation, serving and cost per stream-hour, EU AI Act compliance and vertical playbooks, education included. Written by Nikolay Sapunov, CEO at Fora Soft.
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