把原書 Practical Advice and Next Steps 轉成完整 operating model。
原書最後要求企業:Conduct an AI Ethics and Risk Assessment、Create a Strong AI Governance Framework、Foster a Culture of Responsible AI Innovation。
| 行動 | 原書重點 |
|---|---|
| Ethics and Risk Assessment | Capabilities、preparedness、bias、deployment risk、cross-functional ethics team |
| Governance Framework | Privacy、model validation、usage policy、incident response、AI literacy、monitoring |
| Responsible Innovation Culture | Continuous learning、regulatory/social norms、transparency、stakeholder engagement、strategy updates |
建立 governance roadmap,欄位包含 workstream、owner、milestone、evidence、status、review date。
教材情境若三大 workstreams 中 2 個達成 minimum release criteria,readiness=66.7%,但仍不代表 production-ready。
Responsible AI 不是單一模型測試,而是一套持續運作的 organizational system。
根據 governance roadmap 對照三大 workstreams,列出缺口與 evidence;不要把進度百分比等同風險已解除。
**題目:**三大 workstreams 都達標後 readiness?
**參考解答:**100% 的 checklist coverage,但仍需持續 monitoring/review。