Risk Scenarios
133 risk scenarios
AI 法律責任歸屬模糊
Accountability & Transparency › Compliance Obligation
AI 傷害的可感知性與可量化性挑戰
Accountability & Transparency › Compliance Obligation
AI 決策責任歸屬不明
Accountability & Transparency › Accountability Deficiency
缺乏有效的申訴機制
Accountability & Transparency › Accountability Deficiency
AI 決策透明度不足導致監管失效
Accountability & Transparency › Accountability Deficiency
深度學習決策無法解釋
Accountability & Transparency › Lack of Transparency & Explainability
模型版本變更未告知使用者
Accountability & Transparency › Lack of Transparency & Explainability
解釋性工具的誤導效果
Accountability & Transparency › Lack of Transparency & Explainability
RAG 系統來源引用不透明
Accountability & Transparency › Lack of Transparency & Explainability
黑箱決策阻礙問責追溯
Accountability & Transparency › Lack of Transparency & Explainability
時間偏移導致數據陳舊
Data & Model › Training Data Bias
服務品質跨群體差異
Data & Model › Training Data Bias
回饋迴圈偏見放大
Data & Model › Training Data Bias
事實性幻覺
Data & Model › Model Hallucination & Unreliable Output
推理鏈斷裂
Data & Model › Model Hallucination & Unreliable Output
醫療建議幻覺
Data & Model › Model Hallucination & Unreliable Output
信心校準失敗
Data & Model › Model Hallucination & Unreliable Output
諂媚性回應偏差
Data & Model › Model Hallucination & Unreliable Output
AI 倫理與道德推理失敗
Data & Model › Model Hallucination & Unreliable Output
長上下文忠實度衰退
Data & Model › Model Hallucination & Unreliable Output
上下文一致性追隨導致錯誤延伸
Data & Model › Model Hallucination & Unreliable Output
模型記憶化攻擊
Privacy & Security › Privacy Leakage & Inference
成員推斷攻擊
Privacy & Security › Privacy Leakage & Inference
屬性推斷攻擊
Privacy & Security › Privacy Leakage & Inference