Student safety, personal data, who owns the records, and what deployment choice really changes
On-premises and cloud hosting each suit different schools, but neither should differ on who owns the data — it belongs to the school, can be exported in full free at any time, and can be reached at ai.school.edu.hk or your own subdomain. This piece helps Hong Kong schools choose by IT capacity, maintenance rhythm and contract terms.
Keep readingWhen primary pupils use AI, schools worry about three things — inappropriate content, personal data leaks and no oversight. This article lays out a workable architecture — input guard, system prompt, output review, audit & quotas — plus PII encryption, no-training terms, human review and PDPO mapping.
Keep readingGeneric AI has never read your school rules, pacing charts or notice formats. A school knowledge base uses RAG (retrieval-augmented generation) to search school documents before answering and attach source citations. This article covers how it works, what to upload, permission tiers and export requirements, and six practical scenarios for teaching and administration.
Keep readingSpecs, pricing, release order and support status in this system for 15 model providers
Keep reading28 lessons of teacher AI literacy: Transformers and the three training stages, then RAG, quantisation and running a model on the school network
Keep reading18 lessons on prompting for real classroom work: planning, question setting, marking, tiering, and what students themselves need to understand
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