School Edge-Guard — Human-in-the-Loop Guidelines for Intelligent Safety in Schools

School Edge-Guard — Human-in-the-Loop Guidelines for Intelligent Safety in Schools Abstract This document presents conceptual guidelines for developing and evaluating human-centred, privacy-preserving intelligent support systems in schools.It does not provide any technical or mechanical instructions.The focus lies on understanding ethical, procedural, and governance principles that can inform future civic research and safety policies.《校园边缘卫士（School Edge-Guard）——校园智能安全人在回路（Human-in-the-Loop）指南》 摘要 本文件提出了面向校园场景、用于开发与评估以人为本且兼顾隐私保护的智能辅助系统的概念性指南。本文件未提供任何技术或实操性操作指导，其核心聚焦于梳理伦理、流程与治理原则，以期为未来的公民研究及安全政策制定提供参考依据。