模型不透明導致的知識鴻溝
Deployment
Risk Description
AI model complexity creates severe knowledge gaps between developers, deployers, users, and regulators. Developers may not fully understand model behavioral characteristics, deployers cannot assess model suitability for their application scenarios, users cannot judge output reliability, and regulators cannot effectively review model compliance. This multi-level knowledge gap means all parties across the AI value chain make decisions with incomplete information.
Framework Mappings
iso 23894R4
tw principle透明與可解釋
tw risk type社會系統性影響（Societal Systemic）
Controls English translation pending
- 分層透明度報告
- 利害關係人教育
Implementation Steps English translation pending
- 針對不同利害關係人建立分層透明度報告（技術報告、使用者指南、監管摘要）
- 提供 AI 系統的能力和限制的明確文件
- 對部署者和使用者提供 AI 素養培訓
- 與監管機構建立定期的技術溝通機制