Risk Scenarios
19 risk scenarios
歷史數據中的社會偏見
Data & Model › Training Data Bias
訓練數據代表性不足
Data & Model › Training Data Bias
標註者偏見傳播
Data & Model › Training Data Bias
時間偏移導致數據陳舊
Data & Model › Training Data Bias
合成數據放大偏見
Data & Model › Training Data Bias
多語言訓練數據分佈不均
Data & Model › Training Data Bias
刻板印象固化與社會群體貶抑
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
程式碼生成含安全漏洞
Data & Model › Model Hallucination & Unreliable Output
信心校準失敗
Data & Model › Model Hallucination & Unreliable Output
解碼過程缺陷導致退化輸出
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