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Notes on safeguarding practice

What we learn from the schools and universities deploying AMAN, and where child safety regulation is heading.

Featured

May 19, 20264 min read

The EU AI Act just ruled out most school safety AI. Here's what survives.

Article 5 prohibits emotion inference in education outright. That single clause disqualifies a large share of the student-wellbeing products currently being sold to schools.

compliance
EU AI Act

All articles

July 15, 20264 min read

Bullying is a pattern problem, and schools store it as incidents

The defining feature of bullying is repetition. Almost every system schools use to record it is built around single events, which is why patterns surface late.

safeguarding
bullying

June 24, 20264 min read

The KCSIE evidence gap: what DSLs are actually accountable for

Keeping Children Safe in Education tells schools what to do. The recurring failure is not intent or policy — it is the record of what happened and what the school did about it.

compliance
safeguarding