跳至內容

變更

View changes from to

On 2024年10月14日 下午12:07:48 [+0800], ncblab7041 朱彥煒:

  • Updated description of 作物水分影像預警模型 from

    # 試玩連結：http://140.120.203.202/aimia/G1-cell_phone.php # 模型摘要 這些 XGBoost 模型是針對作物水分預測的機器學習分類模型。模型通過增強樹的方式進行學習，利用光譜特徵數據來預測作物水分含量。兩個模型分別使用 200 和 300 棵增強樹進行訓練，捕捉輸入的多光譜數據與目標變量之間的關係，從而為作物水分管理提供早期預警。 ## 模型目的 模型的主要目的是基於光譜數據來預測作物的水分含量，進而提供農田灌溉的早期預警系統，幫助農戶提高灌溉效率，減少水資源浪費，並且確保作物的健康生長。 ## 模型用途 這些模型可用於農業監控系統，通過無人機或其他傳感器平台收集作物的多光譜數據，並進行即時處理。輸入特徵包括特定波段的光譜均值、最大值、最小值、標準差和方差。模型能夠對水分含量進行二元分類，實現實時的農田水分監測。 ## 模型價值 模型的價值在於能夠準確地判斷作物的水分狀態，並且通過提供預警，防止過度或不足灌溉，從而提高農田的水資源使用效率。模型有助於實現智能農業中的水分精準管理，減少水資源浪費，並提高作物產量和質量。 ## 模型其他 這些模型經過多次參數調整和訓練，能夠處理大量的光譜數據，提供高準確度的水分分類預測結果。這使得它們非常適合集成到智能農業系統中，為農業提供數據驅動的解決方案。
    to
    # 試玩連結：http://140.120.203.202/aimia/G1-cell_phone.php # 模型摘要 這個模型是一個基於XGBoost的機器學習分類器，專門用來預測一期稻作物的水分狀態。模型通過使用200棵增強樹，利用多光譜數據中不同波段的光譜特徵（例如均值、最大值、最小值、標準差和方差）來進行學習，進而為作物水分管理提供早期預警。 # 模型執行方式 (Detailed Execution Instructions) ## 1. 安裝必要的環境 在執行模型之前，您需要準備好 Python 環境，並安裝所需的依賴庫： ```bash # 建立虛擬環境 (可選) python -m venv myenv source myenv/bin/activate # 對於 Windows 使用 myenv\Scripts\activate # 安裝必要套件 pip install xgboost numpy pandas scikit-learn import pandas as pd # 載入數據集 data = pd.read_csv('path_to_your_data.csv') # 顯示數據集的前五行 print(data.head()) from sklearn.model_selection import train_test_split # 定義特徵和標籤 X = data.drop(columns=['label']) # 'label' 為目標變量名稱 y = data['label'] # 將數據分為訓練集和測試集 X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) import xgboost as xgb # 創建 XGBoost 分類器 model = xgb.XGBClassifier(n_estimators=200, use_label_encoder=False, eval_metric='mlogloss') # 訓練模型 model.fit(X_train, y_train) # 模型訓練完成後的輸出 print("模型訓練完成") from sklearn.metrics import accuracy_score # 預測測試集 y_pred = model.predict(X_test) # 計算準確率 accuracy = accuracy_score(y_test, y_pred) print(f"模型準確率: {accuracy * 100:.2f}%") # 保存模型 model.save_model('xgboost_model.json') # 載入模型 loaded_model = xgb.XGBClassifier() loaded_model.load_model('xgboost_model.json') print("模型已成功載入") # 假設有一個新的數據點 new_data = pd.DataFrame({ '390_mean': [12.3], '410_mean': [15.1], '450_mean': [17.6], # 添加其他特徵... }) # 使用模型進行預測 prediction = loaded_model.predict(new_data) print(f"預測結果: {prediction[0]}") import matplotlib.pyplot as plt # 繪製特徵重要性 xgb.plot_importance(model) plt.show()


  • Changed value of field aifiles to [{"cat": "Resilience to Attack and Security", "serial": "2-1", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u53ef\u80fd\u53d7\u5230\u8a2d\u8a08\u6216\u6280\u8853\u932f\u8aa4\u3001\u7f3a\u9677\u3001\u4e2d\u65b7\u3001\u653b\u64ca\u3001\u6feb\u7528\u3001\u4e0d\u7576\u6216\u60e1\u610f\u4f7f\u7528\u7b49\u98a8\u96aa\u6216\u5a01\u8105\uff0c\u800c\u6709\u5c0d\u6297\u6027\u3001\u95dc\u9375\u6027\u6216\u7834\u58de\u6027\u7684\u5f71\u97ff(\u4f8b\u5982\u5c0d\u4eba\u985e\u6216\u793e\u6703\u5b89\u5168)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Stakeholder Participation", "serial": "5-10", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\u4e00\u7a2e\u6a5f\u5236\uff0c\u7d0d\u5165\u6700\u5ee3\u7bc4\u570d\u53ef\u80fd\u7684\u5229\u5bb3\u95dc\u4fc2\u4eba\uff0c\u53c3\u8207AI\u7cfb\u7d71\u7684\u8a2d\u8a08\u8207\u958b\u767c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17", "question": "*\u5728\u53ef\u4fe1\u8cf4\u6027\u8207/\u6216\u518d\u73fe\u6027\u4f4e\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u6703\u5c0e\u81f4\u56b4\u91cd\u7684\u3001\u5c0d\u6297\u6027\u6216\u7834\u58de\u6027\u7684\u5f8c\u679c(\u4f8b\u5982\u8207\u4eba\u985e\u5b89\u5168\u6709\u95dc)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5408\u7406\u4f7f\u7528\u4e0d\u6703\u9020\u6210\u5371\u5bb3"}, {"cat": "Accuracy", "serial": "2-12", "question": "*AI\u7cfb\u7d71\u7684\u4f4e\u6e96\u78ba\u6027\u7a0b\u5ea6\uff0c\u662f\u5426\u5c0e\u81f4\u95dc\u9375\u6027\u3001\u5c0d\u6297\u6027\u6216\u7834\u58de\u6027\u7684\u5f8c\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5408\u7406\u4f7f\u7528\u4e0d\u6703\u9020\u6210\u7121\u5bb3"}, {"cat": "General Safety", "serial": "2-7", "question": "*\u60a8\u662f\u5426\u6703\u5728\u6bcf\u500b\u4f7f\u7528\u6848\u4f8b\u4e2d\uff0c\u5b9a\u7fa9AI\u98a8\u96aa\u3001\u98a8\u96aa\u6307\u6a19\u53ca\u98a8\u96aa\u7b49\u7d1a\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u5c0d\u6574\u500b\u793e\u6703\u6216\u6c11\u4e3b\u7522\u751f\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-6", "question": "*\u60a8\u662f\u5426\u78ba\u4fdd\uff0cAI\u7cfb\u7d71\u7b26\u5408\u793e\u6703\u4e2d\u7684\u5404\u7a2e\u504f\u597d\u53ca\u80fd\u529b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Explainability", "serial": "4-2", "question": "*\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\uff0c\u89e3\u91cbAI\u7cfb\u7d71\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u8996\u89ba\u5316\u53ef\u89e3\u91cb\u6027"}, {"cat": "Traceability", "serial": "4-1", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u89e3\u6c7aAI\u7cfb\u7d71\u5728\u5176\u6574\u500b\u751f\u547d\u9031\u671f\u4e2d\u7684\u53ef\u8ffd\u6eaf\u6027\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-1", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u5c0d\u74b0\u5883\u662f\u5426\u6703\u6709\u6f5b\u5728\u7684\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-3", "question": "\u60a8\u662f\u5426\u9810\u898b\uff0c\u6709\u4efb\u4f55\u578b\u614b\u7684\u5916\u90e8\u6307\u5f15\u6216\u7b2c\u4e09\u65b9\u7a3d\u6838\u7a0b\u5e8f\uff0c\u4ee5\u76e3\u7763\u502b\u7406\u8b70\u984c\u8207\u554f\u8cac\u63aa\u65bd\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-1", "question": "*\u6709\u95dc\u8f38\u5165\u8cc7\u6599\u7684\u4f7f\u7528\u53ca\u6f14\u7b97\u6cd5\u7684\u8a2d\u8a08\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u7b56\u7565\u6216\u4e00\u5957\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514dAI\u7cfb\u7d71\u7522\u751f\u6216\u52a0\u5287\u4e0d\u516c\u5e73\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Auditability", "serial": "7-1", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u4ee5\u4fc3\u9032AI\u7cfb\u7d71\u7684\u53ef\u7a3d\u6838\u6027(\u4f8b\u5982\u958b\u767c\u904e\u7a0b\u7684\u53ef\u8ffd\u6eaf\u6027\u3001\u8a13\u7df4\u8cc7\u6599\u7684\u4f86\u6e90\uff0c\u4ee5\u53ca AI \u7cfb\u7d71\u7684\u6d41\u7a0b\u3001\u7d50\u679c\u3001\u6b63\u9762\u53ca\u8ca0\u9762\u5f71\u97ff\u7684\u7d00\u9304)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u843d\u5be6\uff1a1.\u8a18\u9304\u958b\u767c\u904e\u7a0b\u7684\u8cc7\u6599\u6536\u96c6\u3001\u8cc7\u6599\u8655\u7406\u3001\u6a21\u578b\u9078\u64c7\u3001\u8d85\u53c3\u6578\u8abf\u6574\u30022.\u505a\u8a13\u7df4\u8a18\u9304\u3001\u7248\u672c\uff0c\u4e26\u78ba\u4fdd\u8a13\u7df4\u904e\u7a0b\u7684\u900f\u660e\u6027\u30023.\u8a18\u9304\u5c0d\u4f7f\u7528\u8005\u7684\u6b63\u8ca0\u9762\u5f71\u97ff\u30024.\u5c0e\u5165\u53ef\u89e3\u91cb\u6027\u5de5\u5177\u3002"}, {"cat": "Data Governance", "serial": "3-3", "question": "*\u60a8\u662f\u5426\u85c9\u7531\u4f7f\u7528\u6216\u8655\u7406\u500b\u4eba\u8cc7\u6599(\u5305\u62ec\u7279\u7a2e\u500b\u4eba\u8cc7\u6599)\u5c0dAI\u9032\u884c\u8a13\u7df4\u6216\u958b\u767c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Oversight", "serial": "1-7", "question": "*\u8acb\u5224\u65b7\u60a8\u7684AI\u662f\u90a3\u4e00\u7a2e\u7cfb\u7d71\uff1f(\u672c\u984c\u53ef\u8907\u9078)\uff1a", "answer": "\u8907\u9078^\u81ea\u6211\u5b78\u7fd2\u6216\u81ea\u4e3b\u7cfb\u7d71|\u4ee5Human-in-the-Loop(HITL)\u65b9\u5f0f\u76e3\u7763|\u4ee5Human-on-the-loop (HOTL)\u65b9\u5f0f\u76e3\u7763|\u4ee5Human-in-command (HIC)\u65b9\u5f0f\u76e3\u7763|\u4e0d\u9069\u7528", "pkg_answer": "\u4ee5Human-in-the-Loop(HITL)\u65b9\u5f0f\u76e3\u7763", "note": "\u4eba\u985e\u5728\u7cfb\u7d71\u6bcf\u500b\u6c7a\u7b56\u9031\u671f\u4e2d\u5e72\u9810\u7684\u80fd\u529b\u3002"}, {"cat": "Communication", "serial": "4-4", "question": "\u5728\u4e92\u52d5\u5f0fAI \u7cfb\u7d71(\u4f8b\u5982\u804a\u5929\u6a5f\u5668\u4eba\u3001\u6a5f\u5668\u4eba\u5f8b\u5e2b)\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901a\uff0c\u4ed6\u5011\u6b63\u5728\u8207AI\u7cfb\u7d71\u4e92\u52d5\uff0c\u800c\u4e0d\u662f\u4eba\u985e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Privacy", "serial": "3-1", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904eAI\u7cfb\u7d71\u5c0d\u96b1\u79c1\u6b0a\u3001\u8eab\u9ad4\u3001\u7cbe\u795e\u8207/\u6216\u9053\u5fb7\u5b8c\u6574\u6027\u4e4b\u6b0a\uff0c\u4ee5\u53ca\u8cc7\u6599\u4fdd\u8b77\u6b0a\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-3", "question": "\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u5f71\u97ff\u4eba\u985e\u7684\u8077\u696d\u53ca\u5de5\u4f5c\u5b89\u6392\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-1", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u8a2d\u8a08\u70ba\u8207\u4eba\u985e\u7d42\u7aef\u4f7f\u7528\u8005\u4e92\u52d5\u3001\u5f15\u5c0e\uff0c\u6216\u505a\u51fa\u5f71\u97ff\u4eba\u985e\u6216\u793e\u6703\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-1-1", "question": "\u60a8\u662f\u5426\u80fd\u8b58\u5225\u51fa\u54ea\u4e9b\u6f5b\u5728\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accessibility and Universal Design", "serial": "5-7", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u7684\u4f7f\u7528\u8005\u754c\u9762\uff0c\u53ef\u4f9b\u6709\u7279\u6b8a\u9700\u6c42\u6216\u5931\u80fd\u8005\uff0c\u6216\u5bb9\u6613\u88ab\u6392\u65a5\u5728\u5916\u7684\u4eba\u4f7f\u7528\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-3-1", "question": "\u7a3d\u6838\u7b2c\u4e09\u65b9\u7684\u53c3\u8207\uff0c\u662f\u5426\u4e0d\u53ea\u9650\u65bc\u7cfb\u7d71\u958b\u767c\u968e\u6bb5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Auditability", "serial": "7-2", "question": "\u60a8\u662f\u5426\u78ba\u4fddAI\u7cfb\u7d71\uff0c\u53ef\u7531\u7368\u7acb\u7b2c\u4e09\u65b9\u9032\u884c\u7a3d\u6838\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Oversight", "serial": "1-8", "question": "\u5c0d\u65bc\u4ee5HITL \u3001HOTL \u8207HIC\u9032\u884c\u76e3\u7763\u4e4b\u4eba\u54e1\uff0c\u662f\u5426\u63d0\u4f9b\u7279\u5b9a\u7684\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u5df2\u53d6\u5f97\u7db2\u8def\u5b89\u5168\u8a8d\u8b49\uff0c\u6216\u7b26\u5408\u7279\u5b9a\u7684\u5b89\u5168\u6a19\u6e96\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-1", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u5c0d(\u7d42\u7aef)\u4f7f\u7528\u8005\u8207\u4e3b\u9ad4\u4ee5\u5916\u4e4b\u4eba(\u4f8b\u5982\u53ef\u80fd\u53d7\u5230\u9593\u63a5\u5f71\u97ff\u7684\u5229\u5bb3\u95dc\u4fc2\u4eba\u6216\u793e\u6703\u6574\u9ad4)\u7684\u793e\u6703\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5408\u7406\u4f7f\u7528\u4e0d\u6703\u5f71\u97ff\u4ed6\u4eba"}, {"cat": "General Safety", "serial": "2-7-1", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u6301\u7e8c\u8861\u91cf\u53ca\u8a55\u4f30\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-4", "question": "\u60a8\u662f\u5426\u6703\u70ba\u4e86\u5f15\u9032AI\u7cfb\u7d71\uff0c\u5728\u60a8\u7684\u7d44\u7e54\u4e2d\u505a\u6e96\u5099\uff0c\u4e14\u4e8b\u524d\u901a\u77e5\u53d7\u5f71\u97ff\u7684\u54e1\u5de5\u8207\u4ed6\u5011\u7684\u4ee3\u8868(\u5de5\u6703\u6216\u54e1\u5de5\u59d4\u54e1\u6703)\uff0c\u4e26\u8207\u4e4b\u5354\u5546\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-13", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u7684\u8cc7\u6599(\u5305\u62ec\u8a13\u7df4\u8cc7\u6599)\u662f\u6700\u65b0\u7684\u3001\u9ad8\u54c1\u8cea\u7684\u3001\u5b8c\u6574\u7684\uff0c\u4e26\u80fd\u4ee3\u8868\u6240\u90e8\u7f72\u7684\u7cfb\u7d71\u74b0\u5883\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17-1", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u660e\u78ba\u5b9a\u7fa9\u7684\u6d41\u7a0b\uff0c\u4ee5\u76e3\u63a7 AI\u7cfb\u7d71\u662f\u5426\u9054\u5230\u9810\u671f\u76ee\u6a19\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Privacy", "serial": "3-2", "question": "\u6839\u64da\u4f7f\u7528\u6848\u4f8b\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u5141\u8a31\u6a19\u8a18AI\u7cfb\u7d71\u7684\u96b1\u79c1\u76f8\u95dc\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Data Governance", "serial": "3-4", "question": "*\u60a8\u662f\u5426\u5df2\u5be6\u65bd\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u6cd5\u898f(\u4f8b\u5982\u6b50\u76df\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u898f\u5247GDPR)\u7684\u5f37\u5236\u6027\u63aa\u65bd\uff1f(\u53ef\u8907\u9078)", "answer": "\u8907\u9078^\u8cc7\u6599\u4fdd\u8b77\u5f71\u97ff\u8a55\u4f30\uff08DPIA\uff09|\u6307\u5b9a\u4e00\u540d\u8cc7\u6599\u4fdd\u8b77\u4eba\u54e1\uff08DPO\uff09\uff0c\u4e26\u5728AI\u7684\u958b\u767c\u3001\u63a1\u8cfc\u6216\u4f7f\u7528\u968e\u6bb5\u5118\u65e9\u5c07\u5176\u7d0d\u5165|\u8cc7\u6599\u8655\u7406\u76e3\u7763\u6a5f\u5236\uff08\u5305\u62ec\u9650\u5236\u5408\u683c\u4eba\u54e1\u9032\u5165\u3001\u8a18\u9304\u8cc7\u6599\u5b58\u53d6\u8207\u4fee\u6539\u6a5f\u5236\uff09|\u5be6\u73fe\u96b1\u79c1\u8a2d\u8a08\u8207\u9810\u8a2d\u7684\u63aa\u65bd\uff08\u4f8b\u5982\u52a0\u5bc6\u3001\u5047\u540d\u3001\u532f\u96c6\u3001\u533f\u540d\uff09|\u8cc7\u6599\u6700\u5c0f\u5316\uff0c\u7279\u5225\u662f\u500b\u4eba\u8cc7\u6599(\u5305\u542b\u7279\u7a2e\u8cc7\u6599)|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "\u8cc7\u6599\u8207\u6a21\u578b\u6cbb\u7406\u59d4\u54e1\u6703\u8981\u6c42\u6a21\u578b\u4e0a\u67b6\u524d\u8a55\u4f30\uff1a\u96b1\u79c1\u885d\u64ca\u3001\u500b"}, {"cat": "Traceability", "serial": "4-1-1", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u6301\u7e8c\u8a55\u4f30\u8f38\u5165AI\u7cfb\u7d71\u8cc7\u6599\u7684\u54c1\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u843d\u5be6\u8cc7\u6599\u54c1\u8cea\u76e3\u63a7"}, {"cat": "Human Agency and Autonomy", "serial": "1-1-1", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4f7f\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4 \uff0c\u5c0d\u65bc\u300c\u6c7a\u7b56\u3001\u5167\u5bb9\u3001\u5efa\u8b70\u6216\u7d50\u679c\u300d\uff0c\u662f\u6e90\u81eaAI\u6f14\u7b97\u6cd5\u7684\u6c7a\u7b56\uff0c\u7522\u751f\u6df7\u6dc6\uff1f(\u4f7f\u7528\u8005\u5c0d\u6c7a\u7b56\u7d50\u679c\u662f\u6e90\u81eaAI\uff0c\u53ef\u80fd\u4e0d\u77e5\u9053\u6216\u611f\u5230\u56f0\u60d1)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Explainability", "serial": "4-3", "question": "*\u60a8\u662f\u5426\u6703\u6301\u7e8c\u8abf\u67e5\uff0c\u4f7f\u7528\u8005\u662f\u5426\u4e86\u89e3AI\u7cfb\u7d71\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41"}, {"cat": "Communication", "serial": "4-5", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u544a\u77e5\u4f7f\u7528\u8005\u6709\u95dcAI\u7cfb\u7d71\u7522\u751f\u7684\u6c7a\u7b56\u76ee\u7684\u3001\u6a19\u6e96\u8207\u4fb7\u9650\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8cc7\u6599\u4e2d\u7d42\u7aef\u4f7f\u7528\u8005\u8207/\u4e3b\u9ad4\u7684\u591a\u6a23\u6027\u53ca\u4ee3\u8868\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Oversight", "serial": "1-9", "question": "*\u91dd\u5c0dAI\u7cfb\u7d71\u5c0d\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u4e0d\u5229\u5f71\u97ff\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u5075\u6e2c\u53ca\u53cd\u61c9\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41"}, {"cat": "Communication", "serial": "4-5-1", "question": "\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901aAI\u7cfb\u7d71\u7684\u597d\u8655\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-7-2", "question": "*\u60a8\u662f\u5426\u6703\u544a\u77e5\u7d42\u7aef\u4f7f\u7528\u8005\u8207\u4e3b\u9ad4\uff0cAI\u73fe\u6709\u6216\u6f5b\u5728\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-2", "question": "*\u60a8\u662f\u5426\u5df2\u63a1\u53d6\u884c\u52d5\uff0c\u4ee5\u4f7fAI\u7cfb\u7d71\u7684\u6f5b\u5728\u793e\u6703\u5371\u5bb3\u964d\u5230\u6700\u4f4e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"cat": "Data Governance", "serial": "3-4-1", "question": "*\u60a8\u662f\u5426\u6703\u628a\u300c\u64a4\u56de\u540c\u610f\u3001\u7570\u8b70\u6b0a\u53ca\u88ab\u907a\u5fd8\u6b0a\u300d\u7d0d\u5165AI\u7cfb\u7d71\u7684\u958b\u767c\u4e2d\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u904e\u7a0b\u4e2d\u82e5\u6709\u8490\u96c6\u500b\u8cc7\uff0c\u5ba3\u544a\u4e8b\u9805\u5305\u542b\u7576\u4e8b\u4eba\u53ef\u64a4\u56de\u540c\u610f\u3001\u9078\u64c7\u9000\u51fa\u3001\u8cc7\u6599\u522a\u9664\u3002"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-17-2", "question": "*\u60a8\u662f\u5426\u5df2\u6e2c\u8a66\uff0c\u54ea\u4e9b\u7279\u5b9a\u60c5\u5883\u6216\u689d\u4ef6\u9700\u8981\u8003\u616e\uff0c\u4ee5\u78ba\u4fdd\u518d\u73fe\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5e73\u53f0\u516c\u958b\u8cc7\u8a0a\u4e26\u5df2\u78ba\u8a8d\u53ef\u91cd\u73fe\u6027"}, {"cat": "Traceability", "serial": "4-1-2", "question": "*\u60a8\u662f\u5426\u80fd\u8ffd\u6eafAI\u7cfb\u7d71\u66fe\u4f7f\u7528\u54ea\u4e9b\u8cc7\u6599\uff0c\u4ee5\u505a\u51fa\u7279\u5b9a\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-1", "question": "\u60a8\u662f\u5426\u5df2\u5c0d\u7279\u5b9a\u76ee\u6a19\u7fa4\u9ad4\u6216\u6709\u554f\u984c\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u4f86\u9032\u884c\u6e2c\u8a66\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-4", "question": "\u60a8\u662f\u5426\u6703\u7c4c\u8fa6\u98a8\u96aa\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-14", "question": "*\u4f60\u662f\u5426\u5df2\u5efa\u7acb\u76e3\u63a7\u53ca\u8a18\u9304AI\u7cfb\u7d71\u6e96\u78ba\u6027\u4e4b\u6b65\u9a5f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5efa\u7acb\u5728\u7a0b\u5f0f\u78bc\u4e2d"}, {"cat": "Human Agency and Autonomy", "serial": "1-1-2", "question": "*\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u5176\u4ed6\u4e3b\u9ad4\uff0c\u662f\u5426\u80fd\u5145\u5206\u610f\u8b58\u5230\u300c\u6c7a\u7b56\u3001\u5167\u5bb9\u3001\u5efa\u8b70\u6216\u7d50\u679c\u300d\uff0c\u662f\u6e90\u81eaAI\u6f14\u7b97\u6cd5\u7684\u6c7a\u7b56\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0\uff0c\u6a19\u8a3b\u6a21\u578b\u662f\u900f\u904e\u8cc7\u6599\u9a45\u52d5\u7684\u65b9\u5f0f\uff0c\u6c7a\u7b56\u5167\u5bb9\u7686\u70baAI\u6f14\u7b97\u5f8c\u7684\u7d50\u679c\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-7-1", "question": "\u60a8\u662f\u5426\u78ba\u4fdd\uff0c\u8f14\u52a9\u6280\u8853(\u4f8b\u5982\u87a2\u5e55\u95b1\u8b80\u5668)\u7684\u4f7f\u7528\u8005\uff0c\u4e5f\u53ef\u4f7f\u7528AI\u7cfb\u7d71\u7684\u8cc7\u8a0a\u53ca\u4f7f\u7528\u8005\u754c\u9762\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-5", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5c0d\u4eba\u985e\u5de5\u4f5c\u7684\u5f71\u97ff\uff0c\u88ab\u5145\u5206\u77ad\u89e3\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-3", "question": "\u60a8\u7684AI\u53d7\u5230\u7db2\u8def\u653b\u64ca\u7684\u98a8\u96aa\u6709\u591a\u5927\uff1f", "answer": "\u55ae\u9078^\u5f88\u5927|\u5927|\u4e2d|\u5c0f|\u5f88\u5c0f|\u4e0d\u9069\u7528", "pkg_answer": "\u5f88\u5c0f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-2", "question": "\u5728\u53ef\u80fd\u7684\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6a5f\u5236\uff0c\u4ee5\u8a55\u4f30AI\u7cfb\u7d71\u958b\u767c\u3001\u90e8\u7f72\u8207/\u6216\u4f7f\u7528(\u4f8b\u5982\u80fd\u6e90\u4f7f\u7528\u91cf\u8207\u78b3\u6392\u653e\u91cf)\u5c0d\u74b0\u5883\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accessibility and Universal Design", "serial": "5-7-2", "question": "\u5728AI\u7cfb\u7d71\u7684\u898f\u5283\u8207\u958b\u767c\u968e\u6bb5\uff0c\u60a8\u662f\u5426\u8b93\u9700\u8981\u8f14\u52a9\u6280\u8853\u7684\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u4f86\u53c3\u8207\u6216\u8aee\u8a62\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-3-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u53ef\u80fd\u53d7\u5230\u653b\u64ca\u7684\u6f5b\u5728\u5f62\u5f0f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Communication", "serial": "4-5-2", "question": "*\u60a8\u662f\u5426\u6703\u5411\u4f7f\u7528\u8005\u6e9d\u901aAI\u7cfb\u7d71\u7684\u6280\u8853\u9650\u5236\u53ca\u6f5b\u5728\u98a8\u96aa\uff0c\u4f8b\u5982\u5176\u6e96\u78ba\u5ea6\u8207/\u6216\u932f\u8aa4\u7387\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Accuracy", "serial": "2-15", "question": "*\u60a8\u662f\u5426\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u7684\u904b\u4f5c\uff0c\u53ef\u80fd\u6703\u4f7f\u6240\u8a13\u7df4\u7684\u8cc7\u6599\u6216\u5047\u8a2d\u5931\u6548?", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-18", "question": "\u60a8\u662f\u5426\u5df2\u63a1\u7528\u9a57\u8b49\u8207\u78ba\u8a8d\u65b9\u6cd5\u53ca\u6587\u4ef6(\u4f8b\u5982logging)\uff0c\u4ee5\u8a55\u4f30\u53ca\u78ba\u4fddAI\u7cfb\u7d71\u53ef\u4fe1\u8cf4\u6027\u8207\u518d\u73fe\u6027\u7684\u4e0d\u540c\u9762\u5411\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Oversight", "serial": "1-10", "question": "\u60a8\u662f\u5426\u78ba\u4fdd\u6709\u4e00\u500b\u300c\u505c\u6b62\u6309\u9215\u300d\u6216\u7a0b\u5e8f\uff0c\u5728\u9700\u8981\u6642\u5b89\u5168\u5730\u4e2d\u6b62\u64cd\u4f5c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Environmental Well-being", "serial": "6-2-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u63aa\u65bd\uff0c\u4ee5\u6e1b\u5c11AI\u7cfb\u7d71\u5728\u6574\u500b\u751f\u547d\u9031\u671f\u5167\uff0c\u5c0d\u74b0\u5883\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Society at large or Democracy", "serial": "6-8-3", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5c0d\u65bc\u6c11\u4e3b\u4e0d\u6703\u7522\u751f\u8ca0\u9762\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u76f8\u95dc\u5f71\u97ff\u3002"}, {"cat": "Data Governance", "serial": "3-4-2", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u5728AI\u7cfb\u7d71\u751f\u547d\u9031\u671f\u4e2d\u8490\u96c6\u3001\u751f\u6210\u6216\u8655\u7406\u7684\u8cc7\u6599\uff0c\u5c0d\u96b1\u79c1\u53ca\u500b\u4eba\u8cc7\u6599\u4fdd\u8b77\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5df2\u8b58\u5225\u96b1\u79c1\u53ca\u500b\u8cc7\uff0c\u8207\u6a21\u578b\u57f7\u884c\u7121\u95dc"}, {"cat": "Traceability", "serial": "4-1-3", "question": "*\u60a8\u662f\u5426\u80fd\u5920\u8ffd\u6eaf\u662f\u54ea\u4e9bAI\u6a21\u578b\u6216\u898f\u5247\uff0c\u5c0e\u81f4AI\u7cfb\u7d71\u505a\u51fa\u8a72\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-2", "question": "*\u60a8\u662f\u5426\u6703\u7814\u7a76\u8207\u5229\u7528\u516c\u958b\u53ef\u53d6\u7528\u7684\u6700\u65b0\u6280\u8853\u5de5\u5177\uff0c\u6539\u5584\u60a8\u5c0d\u8cc7\u6599\u3001\u6a21\u578b\u8207\u6027\u80fd\u7684\u7406\u89e3\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-4-1", "question": "*\u5982\u679c\u7c4c\u8fa6\u98a8\u96aa\u57f9\u8a13\uff0c\u662f\u5426\u6703\u544a\u77e5\u53ef\u80fd\u9069\u7528\u65bcAI\u7cfb\u7d71\u7684\u6cd5\u5f8b\u898f\u7bc4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-8", "question": "*\u60a8\u662f\u5426\u80fd\u8b58\u5225AI\u7cfb\u7d71\u53ef\u80fd\u7684\u5a01\u8105(\u8a2d\u8a08\u932f\u8aa4\u3001\u6280\u8853\u932f\u8aa4\u3001\u74b0\u5883\u5a01\u8105)\u53ca\u53ef\u80fd\u7684\u5f8c\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4f7f\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u5c0d\u65bc\u4ed6\u5011\u7a76\u7adf\u662f\u300c\u8207\u4eba\u985e\u4e92\u52d5\u300d\uff0c\u6216\u662f\u300c\u8207AI\u4e92\u52d5\u300d\uff0c\u7522\u751f\u6df7\u6dc6\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u76f8\u95dc\u8cc7\u8a0a\u516c\u958b\u65bc\u5e73\u53f0\uff0c\u6a19\u8a3b\u6a21\u578b\u662f\u900f\u904e\u8cc7\u6599\u9a45\u52d5\u7684\u65b9\u5f0f\uff0c\u6c7a\u7b56\u5167\u5bb9\u7686\u70baAI\u6f14\u7b97\u5f8c\u7684\u7d50\u679c\u3002"}, {"cat": "Impact on Work and Skills", "serial": "6-5-1", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fdd\u54e1\u5de5\u77ad\u89e3AI\u7cfb\u7d71\u7684\u904b\u4f5c\u65b9\u5f0f\uff0c\u5b83\u5177\u6709\u8207\u4e0d\u5177\u6709\u7684\u80fd\u529b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-3", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\u53ca\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u6e2c\u8a66\u53ca\u76e3\u63a7AI\u7cfb\u7d71\u5728\u6574\u500b\u751f\u547d\u9031\u671f\u7684\u6f5b\u5728\u504f\u898b\uff1f\u4f8b\u5982\uff0c\u4f7f\u7528\u8cc7\u6599\u96c6\u7d44\u6210\u53ef\u80fd\u53d7\u9650(\u7f3a\u4e4f\u591a\u6a23\u6027\u3001\u975e\u4ee3\u8868\u6027)\u800c\u5c0e\u81f4\u7684\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accessibility and Universal Design", "serial": "5-8", "question": "\u5982\u679c\u53ef\u9069\u7528\u7684\u8a71\uff0c\u60a8\u662f\u5426\u5728\u898f\u5283\u8207\u958b\u767c\u904e\u7a0b\u7684\u6bcf\u500b\u6b65\u9a5f\u4e2d\uff0c\u8003\u616e\u901a\u7528\u8a2d\u8a08\u539f\u5247(Universal Design principles)\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Oversight", "serial": "1-11", "question": "\u60a8\u662f\u5426\u5df2\u63a1\u53d6\u7279\u5b9a\u7684\u76e3\u7763\u53ca\u63a7\u5236\u63aa\u65bd\uff0c\u4ee5\u56e0\u61c9AI\u7cfb\u7d71\u7684\u81ea\u6211\u5b78\u7fd2\u6216\u81ea\u4e3b\u6027\u7684\u7279\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-18-1", "question": "\u60a8\u662f\u5426\u6703\u6e05\u695a\u8a18\u9304\uff0c\u4e26\u5be6\u65bd\u6e2c\u8a66\u53ca\u9a57\u8b49AI\u7cfb\u7d71\u53ef\u4fe1\u8cf4\u6027\u53ca\u518d\u73fe\u6027\u7684\u6d41\u7a0b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-3-2", "question": "*\u60a8\u7684AI\u7cfb\u7d71\u6703\u6709\u7684\u5404\u985e\u578b\u5f31\u9ede\uff0c\u53ca\u6f5b\u5728\u7684\u653b\u64ca\u9ede\u70ba\uff1a(\u53ef\u8907\u9078)", "answer": "\u8907\u9078^\u8cc7\u6599\u6c61\u67d3\uff08Data poisoning, \u64cd\u63a7\u8a13\u7df4\u8cc7\u6599\uff09|\u6a21\u578b\u898f\u907f\uff08Model evasion, \u4f9d\u653b\u64ca\u8005\u7684\u610f\u601d\u9032\u884c\u8cc7\u6599\u5206\u985e\uff09|\u6a21\u578b\u9006\u5411\u653b\u64ca\uff08Model inversion, \u63a8\u65b7\u6a21\u578b\u53c3\u6578\uff09|\u4e0d\u9069\u7528", "pkg_answer": "\u6a21\u578b\u9006\u5411\u653b\u64ca\uff08Model inversion, \u63a8\u65b7\u6a21\u578b\u53c3\u6578\uff09", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Risk Management", "serial": "7-5", "question": "*\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8a2d\u7acbAI\u502b\u7406\u5be9\u67e5\u59d4\u54e1\u6703\u6216\u985e\u4f3c\u6a5f\u5236\uff0c\u5168\u9762\u6027\u63a2\u8a0e\u554f\u8cac\u8207\u502b\u7406\u5be6\u8e10\uff0c\u5305\u62ec\u6f5b\u5728\u4e0d\u660e\u78ba\u7684\u7070\u8272\u5730\u5e36\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Communication", "serial": "4-5-3", "question": "*\u6709\u95dc\u5982\u4f55\u9069\u7576\u4f7f\u7528AI\u7cfb\u7d71\uff0c\u60a8\u662f\u5426\u6703\u63d0\u4f9b\u4f7f\u7528\u8005\u5408\u9069\u7684\u57f9\u8a13\u8cc7\u6599\u8207\u514d\u8cac\u8072\u660e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u5728\u5e73\u53f0\u4e0a\u5c55\u793a\u6a21\u578b\u539f\u7406\u53ca\u9650\u5236"}, {"cat": "Human Agency and Autonomy", "serial": "1-2-1", "question": "\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u662f\u5426\u6703\u88ab\u544a\u77e5\u4ed6\u5011\u6b63\u5728\u8207AI\u7cfb\u7d71\u4e92\u52d5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Data Governance", "serial": "3-5", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904eAI\u7cfb\u7d71\u975e\u500b\u4eba\u8a13\u7df4\u8cc7\u6599\uff0c\u6216\u5176\u4ed6\u8655\u7406\u904e\u7684\u975e\u500b\u4eba\u8cc7\u6599\uff0c\u5c0d\u96b1\u79c1\u53ca\u8cc7\u6599\u4fdd\u8b77\u7684\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-6", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6709\u52de\u52d5\u529b\u53bb\u6280\u8853\u5316(risk of de-skilling of the workforce)\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Traceability", "serial": "4-1-4", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u6301\u7e8c\u8a55\u4f30AI\u7cfb\u7d71\u8f38\u51fa\u7684\u54c1\u8cea\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u843d\u5be6\u5c0d\u6297\u6a23\u672c\u6aa2\u6e2c"}, {"cat": "General Safety", "serial": "2-8-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0cAI\u7cfb\u7d71\u53ef\u80fd\u906d\u5230\u60e1\u610f\u4f7f\u7528\u3001\u6feb\u7528\u6216\u4e0d\u7576\u4f7f\u7528\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Accuracy", "serial": "2-16", "question": "*\u4f60\u662f\u5426\u5df2\u5236\u5b9a\u6d41\u7a0b\uff0c\u4ee5\u78ba\u4fdd\u80fd\u5411\u7d42\u7aef\u4f7f\u7528\u8005\u59a5\u9069\u6e9d\u901a\u3001\u50b3\u9054\u5176\u6240\u671f\u5f85\u7684AI\u6e96\u78ba\u6027\u7a0b\u5ea6\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u900f\u904e\u5e73\u53f0\u9032\u884c\u4ea4\u6d41\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-19", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6545\u969c\u5b89\u5168\u5099\u7528\u8a08\u756b\uff0c\u4ee5\u89e3\u6c7a\u4efb\u4f55\u4f86\u6e90\u7684AI \u7cfb\u7d71\u932f\u8aa4\uff0c\u4e26\u5df2\u5236\u5b9a\u6cbb\u7406\u7a0b\u5e8f\u4f86\u89f8\u767c\u5b83\u5011\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-3", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6703\u56e0\u70ba\u7d42\u7aef\u4f7f\u7528\u8005\u904e\u5ea6\u4f9d\u8cf4\uff0c\u800c\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-4", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u78ba\u4fddAI\u7cfb\u7d71\u5728\u5176\u751f\u547d\u9031\u671f\u5167\uff0c\u5c0d\u6297\u6f5b\u5728\u653b\u64ca\u6642\u7684\u5b8c\u6574\u6027\u3001\u7a69\u5065\u6027\u53ca\u6574\u9ad4\u5b89\u5168\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "General Safety", "serial": "2-8-2", "question": "\u91dd\u5c0d\u932f\u8aa4\u6216\u6feb\u7528AI\u7cfb\u7d71\u7684\u53ef\u80fd\u5f8c\u679c\uff0c\u60a8\u662f\u5426\u5df2\u5b9a\u7fa9\u81e8\u754c\u5b89\u5168\u7d1a\u5225(\u4f8b\u5982\u8207\u4eba\u7684\u4eba\u683c\u5b8c\u6574\u6027\u76f8\u95dc)\uff1f(\u4eba\u683c\u5b8c\u6574\u6027\uff1a\u8eab\u5fc3\u5b8c\u6574\u6027)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Data Governance", "serial": "3-6", "question": "\u60a8\u662f\u5426\u5df2\u78ba\u4fddAI\u7cfb\u7d71\u7b26\u5408\u76f8\u95dc\u6a19\u6e96(\u4f8b\u5982 ISO\u3001IEEE)\u3001\u6216\u5ee3\u6cdb\u63a1\u7528\u7684(\u65e5\u5e38)\u8cc7\u6599\u7ba1\u7406\u53ca\u6cbb\u7406\u5354\u5b9a\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Traceability", "serial": "4-1-5", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u9069\u7576\u7684\u65e5\u8a8c\u7d00\u9304\uff0c\u4ee5\u8a18\u9304AI\u7cfb\u7d71\u7684\u6c7a\u7b56\u6216\u5efa\u8b70\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-2-4", "question": "\u5728\u76f8\u95dc\u60c5\u6cc1\u4e0b\uff0c\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0c\u8cc7\u6599\u4e2d\u7d42\u7aef\u4f7f\u7528\u8005\u53ca/\u6216\u4e3b\u9ad4\u7684\u591a\u6a23\u6027\u8207\u4ee3\u8868\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-9", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u5c0d\u6f5b\u5728\u7d42\u7aef\u4f7f\u7528\u8005\u53ca/\u6216\u4e3b\u9ad4\u7684\u5404\u7a2e\u5f71\u97ff\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-6-1", "question": "\u60a8\u662f\u5426\u5df2\u6709\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u7de9\u89e3\u53bb\u6280\u8853\u5316\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-6", "question": "*\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u6d41\u7a0b\uff0c\u4ee5\u4f9b\u8a0e\u8ad6\u3001\u6301\u7e8c\u76e3\u63a7\u53ca\u8a55\u4f30AI\u7cfb\u7d71\u662f\u5426\u9075\u5b88\u672c\u53ef\u4fe1\u4efbAI\u81ea\u6211\u8a55\u4f30\u8868\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u8cc7\u6599\u8207\u6a21\u578b\u6cbb\u7406\u59d4\u54e1\u6703\u8981\u6c42\u6301\u7e8c\u843d\u5be6\u8a55\u4f30AI\u502b\u74067\u5927\u539f\u5247\uff1a1.\u61c9\u7531\u4eba\u985e\u76e3\u7763AI\u30012.AI\u61c9\u7a69\u5065\u8207\u5b89\u5168\u4e26\u503c\u5f97\u4fe1\u8cf4\u30013.\u91cd\u8996\u96b1\u79c1\u548c\u6578\u64da\u7ba1\u5236\u30014.\u4f7fAI\u5177\u6709\u900f\u660e\u53ca\u53ef\u8ffd\u6eaf\u6027\u30015.AI\u61c9\u78ba\u4fdd\u591a\u5143\u548c\u516c\u5e73\u30016.\u5c0a\u91cd\u793e\u6703\u548c\u74b0\u5883\u7dad\u8b77\u30017.\u5efa\u7acb\u5b8c\u5584\u7a76\u8cac\u5236\u5ea6\u3002"}, {"cat": "Risk Management", "serial": "7-6-1", "question": "*\u6b64\u6d41\u7a0b\u662f\u5426\u5305\u62ec\u8b58\u5225\u8207\u8a18\u9304\u4e0a\u8ff0\u7b2c1\u81f3\u7b2c6\u90e8\u5206\u5404\u8981\u6c42\u9593\u7684\u885d\u7a81\uff0c\u6216\u4e0d\u540c\u502b\u7406\u539f\u5247\u9593\u7684\u885d\u7a81\uff0c\u4ee5\u53ca\u5c0d\u6b64\u885d\u7a81\u4f5c\u51fa\u300c\u6b0a\u8861\u6c7a\u5b9a\u300d(\"trade-off\" decisions)\u7684\u89e3\u91cb\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-3", "question": "*\u60a8\u662f\u5426\u5df2\u63d0\u51fa\u6559\u80b2\u6027\u53ca\u63d0\u9ad8\u8a8d\u8b58\u7684\u5021\u8b70\uff0c\u4ee5\u5354\u52a9AI\u8a2d\u8a08\u53caAI\u958b\u767c\u4eba\u54e1\uff0c\u66f4\u52a0\u4e86\u89e3\u4ed6\u5011\u5728\u8a2d\u8a08\u8207\u958b\u767cAI\u7cfb\u7d71\u6642\uff0c\u53ef\u80fd\u6ce8\u5165\u7684\u504f\u898b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-20", "question": "*\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u9069\u7576\u7684\u7a0b\u5e8f\uff0c\u4ee5\u8655\u7406AI\u7cfb\u7d71\u7522\u751f\u7684\u7d50\u679c\uff0c\u4fe1\u4efb\u5ea6\u4f4e\u7684\u60c5\u6cc1\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6aa2\u8a0e\u76f8\u95dc\u554f\u984c\u4e26\u8abf\u6574\u6a21\u578b\u518d\u66f4\u65b0\u5e73\u53f0\u8cc7\u8a0a"}, {"cat": "Resilience to Attack and Security", "serial": "2-5", "question": "*\u60a8\u662f\u5426\u5df2\u5c0d\u7cfb\u7d71\u9032\u884c\u7d05\u968a / \u6e2c\u8a66\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u4e0d\u5728\u8003\u91cf\u7bc4\u570d\u5167"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-1", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u8b93\u5efa\u7acbAI\u7cfb\u7d71\u7684\u5718\u968a\uff0c\u8207\u53ef\u80fd\u4e4b\u76ee\u6a19\u7d42\u7aef\u4f7f\u7528\u8005\u8207/\u6216\u4e3b\u9ad4\u9032\u884c\u63a5\u89f8\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-3-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514d\u7d42\u7aef\u4f7f\u7528\u8005\u904e\u5ea6\u4f9d\u8cf4AI\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Impact on Work and Skills", "serial": "6-7", "question": "*\u60a8\u7684\u7cfb\u7d71\u662f\u5426\u589e\u9032\u6216\u9700\u6c42\u65b0\u7684(\u6578\u4f4d)\u6280\u80fd\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-9", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\u95dc\u9375AI\u6c7a\u7b56\uff0c\u5c0d\u5176\u7a69\u5b9a\u53ca\u53ef\u4fe1\u8cf4\u884c\u70ba\u7684\u4f9d\u8cf4\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-4", "question": "\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u4ee5\u5176\u4ed6\u975e\u9810\u671f\u53ca\u4e0d\u53d7\u6b61\u8fce\u7684\u65b9\u5f0f\uff0c\u5e72\u64fe\u7d42\u7aef\u4f7f\u7528\u8005\u7684\u6c7a\u7b56\u904e\u7a0b\uff0c\u5f9e\u800c\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-2", "question": "\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u53ef\u80fd\u5b58\u5728\u4e00\u500b\u65cf\u7fa4\uff0c\u5c07\u6703\u53d7\u5230AI\u7cfb\u7d71\u7684\u7d50\u679c\uff0c\u4e0d\u6210\u6bd4\u4f8b\u5730\u5f71\u97ff\uff1f(\u4e0d\u6210\u6bd4\u4f8b\u5730\u5f71\u97ff\uff1a\u904e\u5ea6\u5730\u5f71\u97ff)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4", "question": "*\u60a8\u662f\u5426\u5df2\u78ba\u4fdd\u6709\u4e00\u7a2e\u6a5f\u5236\uff0c\u5bb9\u8a31\u6a19\u8a18AI\u7cfb\u7d71\u504f\u898b\u3001\u6b67\u8996\u6216\u4e0d\u826f\u6027\u80fd\u7684\u76f8\u95dc\u554f\u984c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-21", "question": "\u60a8\u7684AI\u7cfb\u7d71\u662f\u5426\u6703\u4f7f\u7528(\u7dda\u4e0a)\u6301\u7e8c\u7684\u5b78\u7fd2\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-9-1", "question": "\u60a8\u662f\u5426\u6703\u4f7f\u53ef\u4fe1\u8cf4\u6027/\u6e2c\u8a66\u7684\u8981\u6c42\uff0c\u4fdd\u6301\u9069\u7576\u7684\u7a69\u5b9a\u6027\u8207\u53ef\u4fe1\u8cf4\u6027\u6c34\u5e73\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Impact on Work and Skills", "serial": "6-7-1", "question": "\u60a8\u662f\u5426\u70ba\u6280\u80fd\u518d\u9020\u8207\u5347\u7d1a\uff0c\u63d0\u4f9b\u57f9\u8a13\u6a5f\u6703\u8207\u6750\u6599\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Resilience to Attack and Security", "serial": "2-6", "question": "\u60a8\u662f\u5426\u6703\u544a\u77e5\u7d42\u7aef\u4f7f\u7528\u8005\u5b89\u5168\u64d4\u4fdd\u53ca\u66f4\u65b0\u671f\u9593\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-6-2", "question": "\u60a8\u662f\u5426\u70ba\u53c3\u8207\u6b64\u6d41\u7a0b\u4e4b\u4eba\uff0c\u63d0\u4f9b\u9069\u7576\u57f9\u8a13\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4-1", "question": "*\u5c0d\u65bc\u5982\u4f55\uff0c\u4ee5\u53ca\u5411\u8ab0\u63d0\u51fa\u6b64\u985e\u554f\u984c\uff0c\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u660e\u78ba\u7684\u6e9d\u901a\u6b65\u9a5f\u53ca\u65b9\u6cd5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u958b\u767c\u8005\u82e5\u767c\u73fe\u6f5b\u5728\u504f\u8aa4\uff0c\u61c9\u5411\u8a08\u756b\u4e3b\u6301\u4eba\u5831\u544a\u4e26\u4fee\u6b63\u4e4b\u3002\u6a21\u578b\u516c\u958b\u5f8c\u4f7f\u7528\u8005\u767c\u73fe\u504f\u8aa4\uff0c\u900f\u904e\u5e73\u53f0\u56de\u5831\u7ba1\u7406\u8005\u9032\u884c\u8655\u7406\u3002"}, {"cat": "Accessibility and Universal Design", "serial": "5-9-3", "question": "*\u60a8\u662f\u5426\u5df2\u8a55\u4f30\uff0c\u7cfb\u7d71\u5c0d\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u65cf\u7fa4\uff0c\u53ef\u80fd\u9020\u6210\u7684\u4e0d\u516c\u5e73\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"cat": "Resilience to Attack and Security", "serial": "2-6-1", "question": "\u60a8\u9810\u671f\u70baAI\u7cfb\u7d71\u63d0\u4f9b\u5b89\u5168\u66f4\u65b0\u7684\u671f\u9650\u662f\u591a\u9577\uff1f", "answer": "\u55ae\u9078^3\u500b\u6708|\u534a\u5e74|\u4e00\u5e74", "pkg_answer": "3\u500b\u6708", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-4-1", "question": "\u60a8\u662f\u5426\u5df2\u5236\u5b9a\u76f8\u61c9\u7a0b\u5e8f\uff0c\u4ee5\u907f\u514dAI\u7cfb\u7d71\u7121\u610f\u4e2d\u5f71\u97ff\u4eba\u985e\u7684\u81ea\u4e3b\u6027\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-6-3", "question": "*\u6b64\u57f9\u8a13\u662f\u5426\u4e5f\u6db5\u84cb\u53ef\u80fd\u9069\u7528\u65bcAI\u7cfb\u7d71\u7684\u6cd5\u5f8b\u898f\u7bc4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Reliability, Fall-back Plans and Reproducibility", "serial": "2-21-1", "question": "\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\uff0cAI\u7cfb\u7d71\u5b78\u7fd2\u65b0\u7a4e\u6216\u975e\u901a\u5e38\u65b9\u6cd5\uff0c\u4ee5\u9054\u5230\u826f\u597d\u7684\u76ee\u6a19\u529f\u80fd\uff0c\u6703\u6709\u6f5b\u5728\u7684\u8ca0\u9762\u7d50\u679c\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-10", "question": "\u60a8\u662f\u5426\u5df2\u900f\u904e\u4e00\u500b\u5099\u4efd\u7cfb\u7d71(duplicated system)\u3001\u6216\u53e6\u4e00\u500b\u5e73\u884c\u7cfb\u7d71(AI\u7684\u6216\u300c\u50b3\u7d71\u300d\u7684)\u4f86\u6e96\u5099\u5bb9\u932f\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-5", "question": "*\u60a8\u662f\u5426\u5df2\u9810\u5148\u6a21\u64ecAI\u8207\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u7684\u793e\u4ea4\u4e92\u52d5\uff0c\u6216\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\u4e4b\u9593\u7684\u793e\u4ea4\u4e92\u52d5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-4-2", "question": "*\u9664\u4e86(\u7d42\u7aef)\u4f7f\u7528\u8005\u8207/\u6216\u4e3b\u9ad4\u5916\uff0c\u60a8\u662f\u5426\u80fd\u8b58\u5225\u51fa\u5176\u4ed6\uff0c\u53ef\u80fd\u76f4\u63a5\u6216\u9593\u63a5\u53d7AI\u7cfb\u7d71\u5f71\u97ff\u7684\u4e3b\u9ad4\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "General Safety", "serial": "2-11", "question": "*\u60a8\u662f\u5426\u5df2\u958b\u767c\u4e00\u7a2e\u6a5f\u5236\uff0c\u4f86\u8a55\u4f30AI\u7cfb\u7d71\u4f55\u6642\u767c\u751f\u8b8a\u5316\uff0c\u4ee5\u5c0d\u5176\u6280\u8853\u7a69\u5065\u6027\u53ca\u5b89\u5168\u6027\u9032\u884c\u5be9\u67e5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u4e0d\u9069\u7528", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-7", "question": "\u60a8\u662f\u5426\u5df2\u70ba\u7b2c\u4e09\u65b9(\u4f8b\u5982\uff1asuppliers\u4f9b\u61c9\u5546\u3001\u7d42\u7aef\u4f7f\u7528\u8005\u3001\u4e3b\u9ad4\u3001\u5206\u92b7\u5546/vendors\u5ee0\u5546\uff0c\u6216\u54e1\u5de5)\u5efa\u7acb\u901a\u5831AI\u7cfb\u7d71\u6f5b\u5728\u5f31\u9ede\u3001\u98a8\u96aa\u6216\u504f\u898b\u7684\u6d41\u7a0b\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Risk Management", "serial": "7-7-1", "question": "\u4e0a\u958b\u6d41\u7a0b\u662f\u5426\u6703\u4fc3\u6210\u98a8\u96aa\u7ba1\u7406\u6d41\u7a0b\u7684\u4fee\u8a02\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5", "question": "\u60a8\u5c0d\u516c\u5e73\u7684\u5b9a\u7fa9\uff0c\u662f\u5426\u6703\u666e\u904d\u4f7f\u7528\u8207\u5be6\u65bd\u5728AI\u7cfb\u7d71\u5efa\u7f6e\u904e\u7a0b\u7684\u4efb\u4f55\u968e\u6bb5\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-6", "question": "*\u60a8\u7684AI\u7cfb\u7d71\uff0c\u662f\u5426\u6709\u4eba\u985e\u4f9d\u8cf4\u3001\u5f15\u767c\u6210\u766e\u884c\u70ba\uff0c\u6216\u64cd\u7e31\u4f7f\u7528\u8005\u884c\u70ba\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-1", "question": "\u5728\u9078\u64c7\u6b64\u5b9a\u7fa9\u524d\uff0c\u60a8\u662f\u5426\u5df2\u8003\u616e\u904e\u5176\u4ed6\u516c\u5e73\u7684\u5b9a\u7fa9\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-1", "question": "*\u7576\u7d42\u7aef\u4f7f\u7528\u8005\u6216\u4e3b\u9ad4\uff0c\u5c0dAI\u7cfb\u7d71\u7522\u751f\u4e0d\u6210\u6bd4\u4f8b\u7684\u4f9d\u8cf4\uff0c\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u8655\u7406\u63aa\u65bd\uff0c\u4ee5\u56e0\u61c9\u5c0d\u4ed6\u5011\u53ef\u80fd\u7684\u8ca0\u9762\u5f71\u97ff\uff1f(\u4e0d\u6210\u6bd4\u4f8b\u7684\u4f9d\u8cf4\uff1a\u904e\u5ea6\u4f9d\u8cf4)", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u6210\u766e\u98a8\u96aa\u3002"}, {"cat": "Risk Management", "serial": "7-8", "question": "\u5c0d\u65bc\u6709\u53ef\u80fd\u5c0d\u500b\u4eba\u7522\u751f\u4e0d\u5229\u5f71\u97ff\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u60a8\u662f\u5426\u5df2\u5728\u8a2d\u8a08\u7a0b\u5f0f\u6642\uff0c\u5373\u8003\u616e\u5efa\u7acb\u88dc\u6551\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-2", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u5c07\u4eba\u7684\u6210\u766e\u98a8\u96aa\uff0c\u964d\u5230\u6700\u4f4e\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-2", "question": "*\u60a8\u662f\u5426\u6703\u5c31\u516c\u5e73\u7684\u6b63\u78ba\u5b9a\u7fa9\uff0c\u8aee\u8a62\u53d7\u5f71\u97ff\u7684\u7fa4\u9ad4\uff0c\u4f8b\u5982\u8001\u5e74\u4eba\u6216\u5931\u80fd\u8005\u7684\u4ee3\u8868\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"cat": "Human Agency and Autonomy", "serial": "1-6-3", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u76f8\u61c9\u63aa\u65bd\uff0c\u4ee5\u964d\u4f4e\u64cd\u63a7(\u4f7f\u7528\u8005)\u7684\u98a8\u96aa\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-3", "question": "*\u60a8\u662f\u5426\u4ee5\u5b9a\u91cf\u5206\u6790\u6216\u6307\u6a19\uff0c\u8861\u91cf\u53ca\u6e2c\u8a66\u6240\u9069\u7528\u7684\u516c\u5e73\u5b9a\u7fa9\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u662f", "note": "\u6a21\u578b\u50c5\u7522\u751f\u9810\u6e2c\u7d50\u679c\uff0c\u7121\u516c\u5e73\u6027\u98a8\u96aa\u3002"}, {"cat": "Avoidance of Unfair Bias", "serial": "5-5-4", "question": "\u60a8\u662f\u5426\u5df2\u5efa\u7acb\u78ba\u4fddAI\u7cfb\u7d71\u516c\u5e73\u7684\u6a5f\u5236\uff1f", "answer": "\u55ae\u9078^\u662f|\u5426|\u4e0d\u9069\u7528", "pkg_answer": "\u5426", "note": "(\u6b64\u9805\u76ee\u610f\u7fa9\u5f85\u91d0\u6e05\u4e2d)"}] in 作物水分影像預警模型